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ORCIDXiaowen Chu 0001
褚晓文
Person information
- unicode name: 褚晓文
- affiliation: Hong Kong Baptist University, Department of Computer Science, Hong Kong
- affiliation (PhD 2003): Hong Kong University of Science and Technology, Hong Kong
Other persons with the same name
- Xiaowen Chu 0002 — Amazon
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2020 – today
- 2025
[c160]Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Zimian Wei, Qiang Wang, Xiaowen Chu:
ParZC: Parametric Zero-Cost Proxies for Efficient NAS. AAAI 2025: 16327-16335- [c159]Xinglin Pan
, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Zhenheng Tang, Rui Wang, Bo Li, Xiaowen Chu:
FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models. ASPLOS (1) 2025: 524-539 - [c158]Ruibo Fan, Xiangrui Yu, Peijie Dong, Zeyu Li, Gu Gong, Qiang Wang, Wei Wang, Xiaowen Chu:
SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs. EuroSys 2025: 243-260 - [c157]Lei Shen, Zhenheng Tang, Lijun Wu, Yonggang Zhang, Xiaowen Chu, Tao Qin, Bo Han:
Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection. ICLR 2025 - [c156]Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yunzhe Li, Zhifeng Jiang, Yang Li, Xiaowen Chu, Huaicheng Li:
SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUs. PPoPP 2025: 267-281 - [i97]Xinglin Pan, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Zhenheng Tang, Rui Wang, Bo Li, Xiaowen Chu:
FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models. CoRR abs/2501.10714 (2025) - [i96]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Hongyuan Liu, Qiang Wang, Xiaowen Chu:
Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis. CoRR abs/2501.12084 (2025) - [i95]Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Bo Li, Xuming Hu, Xiaowen Chu:
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference. CoRR abs/2502.00299 (2025) - [i94]Xiang Liu, Zhenheng Tang, Hong Chen, Peijie Dong, Zeyu Li, Xiuze Zhou, Bo Li, Xuming Hu, Xiaowen Chu:
Can LLMs Maintain Fundamental Abilities under KV Cache Compression? CoRR abs/2502.01941 (2025) - [i93]Kunfeng Lai, Zhenheng Tang, Xinglin Pan, Peijie Dong, Xiang Liu, Haolan Chen, Li Shen, Bo Li, Xiaowen Chu:
Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing. CoRR abs/2502.04411 (2025) - [i92]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng:
SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion. CoRR abs/2502.05859 (2025) - [i91]Zhenheng Tang, Zichen Tang, Junlin Huang, Xinglin Pan, Rudan Yan, Yuxin Wang, Amelie Chi Zhou, Shaohuai Shi, Xiaowen Chu, Bo Li:
DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization. CoRR abs/2502.11058 (2025) - [i90]Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang:
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research. CoRR abs/2502.12669 (2025) - [i89]Zhenheng Tang, Xiang Liu, Qian Wang, Peijie Dong, Bingsheng He, Xiaowen Chu, Bo Li:
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? CoRR abs/2502.17535 (2025) - 2024
- [j80]Xiang Li, Yongqi Zhang, Lei Chen, Jia Li, Xiaowen Chu:
A decomposition-ensemble-integration framework for carbon price forecasting. Expert Syst. Appl. 257: 124954 (2024) - [j79]Shadi Ibrahim, Omer F. Rana, Olivier Beaumont, Xiaowen Chu:
Serverless Computing. IEEE Internet Comput. 28(6): 5-7 (2024) - [j78]Zihan Yu, Meixin Zhu, Xiaowen Chu:
Risk-Aware Net: An Explicit Collision-Constrained Framework for Enhanced Safety Autonomous Driving. IEEE Robotics Autom. Lett. 9(11): 10597-10604 (2024) - [j77]Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic:
Constructing Connected-Dominating-Set with Maximum Lifetime in Cognitive Radio Networks. IEEE Trans. Computers 73(4): 1165-1179 (2024) - [j76]Ruonan Li, Yang Qin, Jie Liu, Xiaowen Chu, Jinlong Li:
Multipath Based Congestion Propagation via Information Network Interaction in IIoT. IEEE Trans. Ind. Informatics 20(6): 8512-8523 (2024) - [j75]Zihan Yu, Meixin Zhu, Kehua Chen, Xiaowen Chu, Xuesong Wang:
LF-Net: A Learning-Based Frenet Planning Approach for Urban Autonomous Driving. IEEE Trans. Intell. Veh. 9(1): 1175-1188 (2024) - [c155]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng:
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning. AAAI 2024: 6440-6448 - [c154]Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu:
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. ACL (1) 2024: 102-116 - [c153]Qi Li, Xiaowen Chu:
Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing. ACL (Findings) 2024: 5438-5455 - [c152]Ruibo Fan, Wei Wang, Xiaowen Chu:
DTC-SpMM: Bridging the Gap in Accelerating General Sparse Matrix Multiplication with Tensor Cores. ASPLOS (3) 2024: 253-267 - [c151]Yujin Tang, Peijie Dong, Zhenheng Tang, Xiaowen Chu, Junwei Liang:
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. CVPR Workshops 2024: 5663-5673 - [c150]Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu:
Multi-task Domain Adaptation for Language Grounding with 3D Objects. ECCV (34) 2024: 387-404 - [c149]Xiang Liu, Peijie Dong, Xuming Hu, Xiaowen Chu:
LongGenBench: Long-context Generation Benchmark. EMNLP (Findings) 2024: 865-883 - [c148]Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu:
LPZero: Language Model Zero-cost Proxy Search from Zero. EMNLP (Findings) 2024: 8592-8614 - [c147]Shaohuai Shi, Xinglin Pan, Qiang Wang, Chengjian Liu, Xiaozhe Ren, Zhongzhe Hu, Yu Yang, Bo Li, Xiaowen Chu:
ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling. EuroSys 2024: 236-249 - [c146]Changfu Xu, Jianxiong Guo, Jiandian Zeng, Shengguang Meng, Xiaowen Chu, Jiannong Cao, Tian Wang:
Enhancing AI-Generated Content Efficiency Through Adaptive Multi-Edge Collaboration. ICDCS 2024: 960-970 - [c145]Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xinmei Tian, Tongliang Liu, Bo Han, Xiaowen Chu:
FedImpro: Measuring and Improving Client Update in Federated Learning. ICLR 2024 - [c144]Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu:
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models. ICML 2024 - [c143]Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu:
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. ICPP 2024: 866-875 - [c142]Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen:
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM 2024: 1001-1010 - [c141]Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li:
Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. INFOCOM 2024: 1880-1889 - [c140]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu:
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. IPDPS 2024: 656-667 - [c139]Xu Han, Qiannan Yang, Xianda Chen, Xiaowen Chu, Meixin Zhu:
Generating and Evolving Reward Functions for Highway Driving with Large Language Models. ITSC 2024: 831-836 - [c138]Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu:
3D Question Answering for City Scene Understanding. ACM Multimedia 2024: 2156-2165 - [c137]Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen:
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. MobiCom 2024: 312-326 - [c136]Lujun Li, Peijie Dong, Zhenheng Tang, Xiang Liu, Qiang Wang, Wenhan Luo, Wei Xue, Qifeng Liu, Xiaowen Chu, Yike Guo:
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models. NeurIPS 2024 - [c135]Qi Li, Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Xinglin Pan, Xiaowen Chu:
Should We Really Edit Language Models? On the Evaluation of Edited Language Models. NeurIPS 2024 - [c134]Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu:
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion. NeurIPS 2024 - [i88]Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu:
Towards Efficient and Reliable LLM Serving: A Real-World Workload Study. CoRR abs/2401.17644 (2024) - [i87]Peijie Dong, Lujun Li, Xinglin Pan, Zimian Wei, Xiang Liu, Qiang Wang, Xiaowen Chu:
ParZC: Parametric Zero-Cost Proxies for Efficient NAS. CoRR abs/2402.02105 (2024) - [i86]Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xinmei Tian, Tongliang Liu, Bo Han, Xiaowen Chu:
FedImpro: Measuring and Improving Client Update in Federated Learning. CoRR abs/2402.07011 (2024) - [i85]Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu:
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. CoRR abs/2402.10631 (2024) - [i84]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu:
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. CoRR abs/2402.13499 (2024) - [i83]Yujin Tang, Peijie Dong, Zhenheng Tang, Xiaowen Chu, Junwei Liang:
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. CoRR abs/2403.16536 (2024) - [i82]Dayou Du, Gu Gong, Xiaowen Chu:
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey. CoRR abs/2405.00314 (2024) - [i81]Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen:
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR abs/2405.17245 (2024) - [i80]Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu:
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models. CoRR abs/2406.02924 (2024) - [i79]Xu Han, Qiannan Yang, Xianda Chen, Xiaowen Chu, Meixin Zhu:
Generating and Evolving Reward Functions for Highway Driving with Large Language Models. CoRR abs/2406.10540 (2024) - [i78]Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li:
Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. CoRR abs/2407.00599 (2024) - [i77]Xianda Chen, Xu Han, Meixin Zhu, Xiaowen Chu, PakHin Tiu, Xinhu Zheng, Yinhai Wang:
EditFollower: Tunable Car Following Models for Customizable Adaptive Cruise Control Systems. CoRR abs/2407.02516 (2024) - [i76]Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu:
Multi-Task Domain Adaptation for Language Grounding with 3D Objects. CoRR abs/2407.02846 (2024) - [i75]Wanyun Zhou, Xiaowen Chu:
Auto-PICNN: Automated machine learning for physics-informed convolutional neural networks. CoRR abs/2407.06151 (2024) - [i74]Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yang Li, Xiaowen Chu, Huaicheng Li:
Missile: Fine-Grained, Hardware-Level GPU Resource Isolation for Multi-Tenant DNN Inference. CoRR abs/2407.13996 (2024) - [i73]Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu:
3D Question Answering for City Scene Understanding. CoRR abs/2407.17398 (2024) - [i72]Peijie Dong, Lujun Li, Dayou Du, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo, Xiaowen Chu:
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. CoRR abs/2408.01803 (2024) - [i71]Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen:
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. CoRR abs/2408.08015 (2024) - [i70]Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu:
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. CoRR abs/2408.14736 (2024) - [i69]Xu Han, Xianda Chen, Zhenghan Cai, Pinlong Cai, Meixin Zhu, Xiaowen Chu:
From Words to Wheels: Automated Style-Customized Policy Generation for Autonomous Driving. CoRR abs/2409.11694 (2024) - [i68]Xiang Liu, Peijie Dong, Xuming Hu, Xiaowen Chu:
LongGenBench: Long-context Generation Benchmark. CoRR abs/2410.04199 (2024) - [i67]Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu:
LPZero: Language Model Zero-cost Proxy Search from Zero. CoRR abs/2410.04808 (2024) - [i66]Zhenheng Tang, Xueze Kang, Yiming Yin, Xinglin Pan, Yuxin Wang, Xin He, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Amelie Chi Zhou, Bo Li, Bingsheng He, Xiaowen Chu:
FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression. CoRR abs/2410.12707 (2024) - [i65]Xin He, Shunkang Zhang, Yuxin Wang, Haiyan Yin, Zihao Zeng, Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Ivor W. Tsang, Yew-Soon Ong:
ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference. CoRR abs/2410.17954 (2024) - [i64]Qi Li, Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Xinglin Pan, Xiaowen Chu:
Should We Really Edit Language Models? On the Evaluation of Edited Language Models. CoRR abs/2410.18785 (2024) - [i63]Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu:
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion. CoRR abs/2410.20380 (2024) - [i62]Wenxiang Lin, Xinglin Pan, Shaohuai Shi, Xuan Wang, Xiaowen Chu:
Task Scheduling for Efficient Inference of Large Language Models on Single Moderate GPU Systems. CoRR abs/2411.15715 (2024) - [i61]Changfu Xu, Jianxiong Guo, Wanyu Lin, Haodong Zou, Wentao Fan, Tian Wang, Xiaowen Chu, Jiannong Cao:
Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks. CoRR abs/2412.18212 (2024) - 2023
- [j74]Xiaowen Chu, Shadi Ibrahim, Jia Liu, Shiqiang Wang, Chuan Wu, Rongfei Zeng:
Guest Editorial: Interplay Between Machine Learning and Networking Systems. IEEE Netw. 37(4): 72-73 (2023) - [j73]Ruonan Li, Yang Qin, Canhui Wang, Mengya Li, Xiaowen Chu:
A Blockchain-Enabled Framework for Enhancing Scalability and Security in IIoT. IEEE Trans. Ind. Informatics 19(6): 7389-7400 (2023) - [j72]Shuwei Qiu, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng:
Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for IEEE 802.11ax-Based Dense WiFi Network With QoS Requirements. IEEE Trans. Mob. Comput. 22(5): 2771-2788 (2023) - [j71]Canhui Wang, Xiaowen Chu, Yang Qin:
Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling. IEEE Trans. Netw. Sci. Eng. 10(1): 398-412 (2023) - [j70]Zhenheng Tang, Shaohuai Shi, Bo Li, Xiaowen Chu:
GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication. IEEE Trans. Parallel Distributed Syst. 34(3): 909-922 (2023) - [c133]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng:
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity. AAAI 2023: 3091-3099 - [c132]Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu:
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. AAAI 2023: 7839-7847 - [c131]Changfu Xu, Yupeng Li, Xiaowen Chu, Haodong Zou, Weijia Jia, Tian Wang:
SMCoEdge: Simultaneous Multi-server Offloading for Collaborative Mobile Edge Computing. ICA3PP (5) 2023: 73-91 - [c130]Lin Zhang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li, Chengjian Liu:
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining. ICDCS 2023: 142-153 - [c129]Lin Zhang, Longteng Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li:
Evaluation and Optimization of Gradient Compression for Distributed Deep Learning. ICDCS 2023: 361-371 - [c128]Shaohuai Shi, Xinglin Pan, Xiaowen Chu, Bo Li:
PipeMoE: Accelerating Mixture-of-Experts through Adaptive Pipelining. INFOCOM 2023: 1-10 - [c127]Ruibo Fan, Wei Wang, Xiaowen Chu:
Fast Sparse GPU Kernels for Accelerated Training of Graph Neural Networks. IPDPS 2023: 501-511 - [c126]Haodong Zou, Yupeng Li, Xiaowen Chu, Changfu Xu, Tian Wang:
Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC. IWQoS 2023: 1-10 - [c125]Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han:
AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning. KDD 2023: 3446-3457 - [i60]Lin Zhang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li, Chengjian Liu:
Decoupling the All-Reduce Primitive for Accelerating Distributed Deep Learning. CoRR abs/2302.12445 (2023) - [i59]Zhenheng Tang, Xiaowen Chu, Ryan Yide Ran, Sunwoo Lee, Shaohuai Shi, Yonggang Zhang, Yuxin Wang, Alex Qiaozhong Liang, Salman Avestimehr, Chaoyang He:
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training. CoRR abs/2303.01778 (2023) - [i58]Lin Zhang, Longteng Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li:
Evaluation and Optimization of Gradient Compression for Distributed Deep Learning. CoRR abs/2306.08881 (2023) - [i57]Longteng Zhang, Lin Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li:
LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning. CoRR abs/2308.03303 (2023) - [i56]Xu Han, Xianda Chen, Meixin Zhu, Pinlong Cai, Jianshan Zhou, Xiaowen Chu:
EnsembleFollower: A Hybrid Car-Following Framework Based On Reinforcement Learning and Hierarchical Planning. CoRR abs/2308.16008 (2023) - [i55]Zhenheng Tang, Yuxin Wang, Xin He, Longteng Zhang, Xinglin Pan, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Bingsheng He, Xiaowen Chu:
FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs. CoRR abs/2309.01172 (2023) - [i54]Canhui Wang, Xiaowen Chu:
Stochastic Performance Analysis of Phase Decomposition in Hyperledger Fabric. CoRR abs/2309.09547 (2023) - [i53]Yuxin Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Xinglin Pan, Yang Zheng, Xiaoyu Wu, Amelie Chi Zhou, Bingsheng He, Xiaowen Chu:
Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining. CoRR abs/2310.12670 (2023) - [i52]Longteng Zhang, Xiang Liu, Zeyu Li, Xinglin Pan, Peijie Dong, Ruibo Fan, Rui Guo, Xin Wang, Qiong Luo, Shaohuai Shi, Xiaowen Chu:
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models. CoRR abs/2311.03687 (2023) - [i51]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng:
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning. CoRR abs/2312.08760 (2023) - 2022
- [j69]Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang:
Editorial: Advances in Mobile, Edge and Cloud Computing. Mob. Networks Appl. 27(1): 219-221 (2022) - [j68]Rongfei Zeng, Chao Zeng, Xingwei Wang, Bo Li, Xiaowen Chu:
Incentive Mechanisms in Federated Learning and A Game-Theoretical Approach. IEEE Netw. 36(6): 229-235 (2022) - [j67]Yuxin Wang, Qiang Wang, Xiaowen Chu:
Energy-Efficient Online Scheduling of Transformer Inference Services on GPU Servers. IEEE Trans. Green Commun. Netw. 6(3): 1649-1659 (2022) - [j66]Zhe Peng, Jianliang Xu, Xiaowen Chu, Shang Gao, Yuan Yao, Rong Gu, Yuzhe Tang:
VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems. IEEE Trans. Netw. Sci. Eng. 9(1): 173-186 (2022) - [j65]Xiaowen Chu, Fausto Giunchiglia, Giovanni Neglia, David Gregg, Jiangchuan Liu:
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning. IEEE Trans. Netw. Sci. Eng. 9(4): 1949-1950 (2022) - [j64]Qiang Wang, Xinxin Mei, Hai Liu, Yiu-Wing Leung, Zongpeng Li, Xiaowen Chu:
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters. IEEE Trans. Parallel Distributed Syst. 33(10): 4083-4099 (2022) - [c124]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng:
SphereDepth: Panorama Depth Estimation from Spherical Domain. 3DV 2022: 1-10 - [c123]Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu:
EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs. ECCV (16) 2022: 37-53 - [c122]Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu:
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching. ECCV (32) 2022: 437-453 - [c121]Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu:
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. ICML 2022: 21111-21132 - [c120]Xin He, Guohao Ying, Jiyong Zhang, Xiaowen Chu:
Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification. MICCAI (1) 2022: 560-570 - [c119]Hai Liu, Lu Yu, Chung Keung Poon, Zhiyong Lin, Yiu-Wing Leung, Xiaowen Chu:
A Quality-Aware Rendezvous Framework for Cognitive Radio Networks. MSN 2022: 20-27 - [c118]Da Yan, Wei Wang, Xiaowen Chu:
An LLVM-based open-source compiler for NVIDIA GPUs. PPoPP 2022: 448-449 - [i50]Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han:
Learning Adaptive Propagation for Knowledge Graph Reasoning. CoRR abs/2205.15319 (2022) - [i49]Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu:
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. CoRR abs/2206.02465 (2022) - [i48]Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu:
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching. CoRR abs/2207.09796 (2022) - [i47]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng:
SphereDepth: Panorama Depth Estimation from Spherical Domain. CoRR abs/2208.13714 (2022) - [i46]Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu:
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. CoRR abs/2211.12759 (2022) - [i45]Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng:
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity. CoRR abs/2211.16905 (2022) - 2021
- [j63]Jiyong Zhang, Xin Liu, Xiaofei Zhou, Xiaowen Chu:
Leveraging graph neural networks for point-of-interest recommendations. Neurocomputing 462: 1-13 (2021) - [j62]Mengya Li, Yang Qin, Bing Liu, Xiaowen Chu:
Enhancing the efficiency and scalability of blockchain through probabilistic verification and clustering. Inf. Process. Manag. 58(5): 102650 (2021) - [j61]Xin He, Kaiyong Zhao, Xiaowen Chu:
AutoML: A survey of the state-of-the-art. Knowl. Based Syst. 212: 106622 (2021) - [j60]Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Chengjian Liu, Wei Wang, Bo Li:
A Quantitative Survey of Communication Optimizations in Distributed Deep Learning. IEEE Netw. 35(3): 230-237 (2021) - [j59]Xiaowen Chu, Xiaoming Fu, Baochun Li, Wei Wang, Hui Zang, Albert Y. Zomaya:
Guest Editorial: Interplay between Machine Learning and Networking Systems. IEEE Netw. 35(6): 64-66 (2021) - [j58]Shaohuai Shi, Xiaowen Chu, Bo Li:
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning. IEEE Trans. Parallel Distributed Syst. 32(8): 1903-1917 (2021) - [c117]Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding:
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans. AAAI 2021: 4821-4829 - [c116]Songyan Zhang, Zhicheng Wang, Qiang Wang, Jinshuo Zhang, Gang Wei, Xiaowen Chu:
EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual. CVPR 2021: 5433-5442 - [c115]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) 2021: 381-397 - [c114]Weihong Yang, Yang Qin, Zukai Jiang, Xiaowen Chu:
Traffic Management for Distributed Machine Learning in RDMA-enabled Data Center Networks. ICC 2021: 1-6 - [c113]Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu:
IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation. ICME 2021: 1-6 - [c112]Shaohuai Shi, Xiaowen Chu, Bo Li:
Exploiting Simultaneous Communications to Accelerate Data Parallel Distributed Deep Learning. INFOCOM 2021: 1-10 - [c111]Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu:
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters. MLSys 2021 - [c110]Da Yan, Wei Wang, Xiaowen Chu:
Simplifying low-level GPU programming with GAS. PPoPP 2021: 469-471 - [c109]Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu:
P2B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics. SIGMOD Conference 2021: 2389-2393 - [i44]Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding:
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans. CoRR abs/2101.05442 (2021) - [i43]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR abs/2101.09653 (2021) - [i42]Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu:
Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans. CoRR abs/2101.10667 (2021) - [i41]Xinxin Mei, Qiang Wang, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li:
Energy-aware Task Scheduling with Deadline Constraint in DVFS-enabled Heterogeneous Clusters. CoRR abs/2104.00486 (2021) - [i40]Rongfei Zeng, Chao Zeng, Xingwei Wang, Bo Li, Xiaowen Chu:
A Comprehensive Survey of Incentive Mechanism for Federated Learning. CoRR abs/2106.15406 (2021) - [i39]Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu:
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks. CoRR abs/2110.02582 (2021) - [i38]Chaoyang He, Alay Dilipbhai Shah, Zhenheng Tang, Di Fan, Adarshan Naiynar Sivashunmugam, Keerti Bhogaraju, Mita Shimpi, Li Shen, Xiaowen Chu, Mahdi Soltanolkotabi, Salman Avestimehr:
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks. CoRR abs/2111.11066 (2021) - [i37]Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu:
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs. CoRR abs/2111.15097 (2021) - 2020
- [j57]Lixin Liang, Huan He, Jian Zhao, Chengjian Liu, Qiuming Luo, Xiaowen Chu:
An Erasure-Coded Storage System for Edge Computing. IEEE Access 8: 96271-96283 (2020) - [j56]Zhaocai Sun, Xiaofeng Zhang, Yunming Ye, Xiaowen Chu, Zhi Liu:
A probabilistic approach towards an unbiased semi-supervised cluster tree. Knowl. Based Syst. 192: 105306 (2020) - [j55]Chengjian Liu, Qiang Wang, Xiaowen Chu, Yiu-Wing Leung, Hai Liu:
ESetStore: An Erasure-Coded Storage System With Fast Data Recovery. IEEE Trans. Parallel Distributed Syst. 31(9): 2001-2016 (2020) - [j54]Qiang Wang, Xiaowen Chu:
GPGPU Performance Estimation With Core and Memory Frequency Scaling. IEEE Trans. Parallel Distributed Syst. 31(12): 2865-2881 (2020) - [c108]Canhui Wang, Xiaowen Chu, Yang Qin:
Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools. BigCom 2020: 180-188 - [c107]Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu:
Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training. CCGRID 2020: 744-751 - [c106]Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu:
Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees. ECAI 2020: 1467-1474 - [c105]Lu Yu, Yiu-Wing Leung, Xiaowen Chu, Joseph Kee-Yin Ng:
Multi-Fingerprint for Wireless Localization in Time-Varying Indoor Environment. GLOBECOM 2020: 1-6 - [c104]Rongfei Zeng, Shixun Zhang, Jiaqi Wang, Xiaowen Chu:
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC. ICDCS 2020: 278-288 - [c103]Zhenheng Tang, Shaohuai Shi, Xiaowen Chu:
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection. ICDCS 2020: 1207-1208 - [c102]Mengya Li, Yang Qin, Bing Liu, Xiaowen Chu:
A Multi-node Collaborative Storage Strategy via Clustering in Blockchain Network. ICDCS 2020: 1275-1280 - [c101]Canhui Wang, Xiaowen Chu:
Performance Characterization and Bottleneck Analysis of Hyperledger Fabric. ICDCS 2020: 1281-1286 - [c100]Shaohuai Shi, Qiang Wang, Xiaowen Chu:
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format. ICPADS 2020: 19-26 - [c99]Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu:
FADNet: A Fast and Accurate Network for Disparity Estimation. ICRA 2020: 101-107 - [c98]Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li, Yang Qin, Ruihao Liu, Xinxiao Zhao:
Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs. INFOCOM 2020: 406-415 - [c97]Shuwei Qiu, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng:
Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for 802.11ax-Based Dense WiFi with QoS Requirements. INFOCOM 2020: 2569-2578 - [c96]Da Yan, Wei Wang, Xiaowen Chu:
Demystifying Tensor Cores to Optimize Half-Precision Matrix Multiply. IPDPS 2020: 634-643 - [c95]Yuxin Wang, Qiang Wang, Xiaowen Chu:
Energy-efficient Inference Service of Transformer-based Deep Learning Models on GPUs. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 323-331 - [c94]Qiang Wang, Chengjian Liu, Xiaowen Chu:
GPGPU performance estimation for frequency scaling using cross-benchmarking. GPGPU@PPoPP 2020: 31-40 - [c93]Da Yan, Wei Wang, Xiaowen Chu:
Optimizing batched Winograd convolution on GPUs. PPoPP 2020: 32-44 - [c92]Yaping Zheng, Junda Wu, Xiaofeng Zhang, Xiaowen Chu:
Graph-DPP: Sampling Diverse Neighboring Nodes via Determinantal Point Process. WI/IAT 2020: 540-545 - [e1]Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang:
Quality, Reliability, Security and Robustness in Heterogeneous Systems - 15th EAI International Conference, QShine 2019, Shenzhen, China, November 22-23, 2019, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 300, Springer 2020, ISBN 978-3-030-38818-8 [contents] - [i36]Shuoheng Yang, Yuxin Wang, Xiaowen Chu:
A Survey of Deep Learning Techniques for Neural Machine Translation. CoRR abs/2002.07526 (2020) - [i35]Zhenheng Tang, Shaohuai Shi, Xiaowen Chu:
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection. CoRR abs/2002.09692 (2020) - [i34]Rongfei Zeng, Shixun Zhang, Jiaqi Wang, Xiaowen Chu:
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC. CoRR abs/2002.09699 (2020) - [i33]Qiang Wang, Shaohuai Shi, Canhui Wang, Xiaowen Chu:
Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs. CoRR abs/2002.10105 (2020) - [i32]Zhenheng Tang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li:
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey. CoRR abs/2003.06307 (2020) - [i31]Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu:
FADNet: A Fast and Accurate Network for Disparity Estimation. CoRR abs/2003.10758 (2020) - [i30]Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Chengjian Liu, Wei Wang, Bo Li:
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges. CoRR abs/2005.13247 (2020) - [i29]Shaohuai Shi, Qiang Wang, Xiaowen Chu:
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format. CoRR abs/2005.14469 (2020) - [i28]Canhui Wang, Xiaowen Chu:
Performance Characterization and Bottleneck Analysis of Hyperledger Fabric. CoRR abs/2008.05946 (2020) - [i27]Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu:
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters. CoRR abs/2010.10458 (2020)
2010 – 2019
- 2019
- [c91]Xin He, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang:
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. IEEE BigData 2019: 4839-4844 - [c90]Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu:
The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. e-Energy 2019: 315-325 - [c89]Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu:
A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. ICDCS 2019: 2238-2247 - [c88]Bing Liu, Yang Qin, Xiaowen Chu:
Reducing Forks in the Blockchain via Probabilistic Verification. ICDE Workshops 2019: 13-18 - [c87]Shaohuai Shi, Kaiyong Zhao, Qiang Wang, Zhenheng Tang, Xiaowen Chu:
A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification. IJCAI 2019: 3411-3417 - [c86]Shaohuai Shi, Xiaowen Chu, Bo Li:
MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms. INFOCOM 2019: 172-180 - [c85]Lu Yu, Yiu-Wing Leung, Xiaowen Chu, Joseph Kee-Yin Ng:
Minimal Discrepancy Placement of Sniffers and Calibrators for Wireless Indoor Localization. PIMRC 2019: 1-7 - [i26]Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu:
A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. CoRR abs/1901.04359 (2019) - [i25]Canhui Wang, Xiaowen Chu:
GPU Accelerated AES Algorithm. CoRR abs/1902.05234 (2019) - [i24]Canhui Wang, Xiaowen Chu:
GPU Accelerated Keccak (SHA3) Algorithm. CoRR abs/1902.05320 (2019) - [i23]Canhui Wang, Xiaowen Chu, Qin Yang:
Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools. CoRR abs/1902.07549 (2019) - [i22]Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu:
The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. CoRR abs/1905.11012 (2019) - [i21]Xin He, Kaiyong Zhao, Xiaowen Chu:
AutoML: A Survey of the State-of-the-Art. CoRR abs/1908.00709 (2019) - [i20]Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu:
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. CoRR abs/1911.08705 (2019) - [i19]Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu:
Layer-wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees. CoRR abs/1911.08727 (2019) - [i18]Shaohuai Shi, Xiaowen Chu, Ka Chun Cheung, Simon See:
Understanding Top-k Sparsification in Distributed Deep Learning. CoRR abs/1911.08772 (2019) - [i17]Shaohuai Shi, Xiaowen Chu, Bo Li:
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning. CoRR abs/1912.09268 (2019) - [i16]Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu:
IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation. CoRR abs/1912.09678 (2019) - 2018
- [j53]Haitao Zhao, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Self-Adaptive Collective Motion of Swarm Robots. IEEE Trans Autom. Sci. Eng. 15(4): 1533-1545 (2018) - [j52]Chengjian Liu, Qiang Wang, Xiaowen Chu, Yiu-Wing Leung:
G-CRS: GPU Accelerated Cauchy Reed-Solomon Coding. IEEE Trans. Parallel Distributed Syst. 29(7): 1484-1498 (2018) - [c84]Shaohuai Shi, Qiang Wang, Xiaowen Chu:
Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs. DASC/PiCom/DataCom/CyberSciTech 2018: 949-957 - [c83]Qiang Wang, Xiaowen Chu:
GPGPU Performance Estimation with Core and Memory Frequency Scaling. ICPADS 2018: 417-424 - [c82]Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li:
A DAG Model of Synchronous Stochastic Gradient Descent in Distributed Deep Learning. ICPADS 2018: 425-432 - [c81]Omotayo Oshiga, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng:
Anchor Selection for Localization in Large Indoor Venues. IWQoS 2018: 1-6 - [c80]Zhiyong Lin, Hai Liu, Lu Yu, Yiu-Wing Leung, Xiaowen Chu:
ZOS: A Fast Rendezvous Algorithm Based on Set of Available Channels for Cognitive Radios. PIMRC 2018: 1-5 - [c79]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Cooperative rendezvous protocol for multiple user-pairs in cognitive radio networks. WCNC 2018: 1-6 - [i15]Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li:
Modeling and Evaluation of Synchronous Stochastic Gradient Descent in Distributed Deep Learning on Multiple GPUs. CoRR abs/1805.03812 (2018) - [i14]Xianyan Jia, Shutao Song, Wei He, Yangzihao Wang, Haidong Rong, Feihu Zhou, Liqiang Xie, Zhenyu Guo, Yuanzhou Yang, Liwei Yu, Tiegang Chen, Guangxiao Hu, Shaohuai Shi, Xiaowen Chu:
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. CoRR abs/1807.11205 (2018) - [i13]Shaohuai Shi, Xiaowen Chu:
MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms. CoRR abs/1811.11141 (2018) - 2017
- [j51]Xinxin Mei, Qiang Wang, Xiaowen Chu:
A survey and measurement study of GPU DVFS on energy conservation. Digit. Commun. Networks 3(2): 89-100 (2017) - [j50]Qiang Wang, Xiaowen Chu:
GPGPU Power Estimation with Core and Memory Frequency Scaling. SIGMETRICS Perform. Evaluation Rev. 45(2): 73-78 (2017) - [j49]Fusang Zhang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Beihong Jin:
CBS: Community-Based Bus System as Routing Backbone for Vehicular Ad Hoc Networks. IEEE Trans. Mob. Comput. 16(8): 2132-2146 (2017) - [j48]Xinxin Mei, Xiaowen Chu:
Dissecting GPU Memory Hierarchy Through Microbenchmarking. IEEE Trans. Parallel Distributed Syst. 28(1): 72-86 (2017) - [c78]Shujin Ye, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Reinsurance-Emulated Collaboration Mechanism in Cloud Federation. CLOUD 2017: 727-732 - [c77]Pengfei Xu, Shaohuai Shi, Xiaowen Chu:
Performance Evaluation of Deep Learning Tools in Docker Containers. BigCom 2017: 395-403 - [c76]Vincent Chau, Xiaowen Chu, Hai Liu, Yiu-Wing Leung:
Energy Efficient Job Scheduling with DVFS for CPU-GPU Heterogeneous Systems. e-Energy 2017: 1-11 - [c75]Qiang Wang, Pengfei Xu, Yatao Zhang, Xiaowen Chu:
EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture. e-Energy 2017: 23-33 - [c74]Shaohuai Shi, Pengfei Xu, Xiaowen Chu:
Supervised Learning Based Algorithm Selection for Deep Neural Networks. ICPADS 2017: 344-351 - [c73]Xinxin Mei, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li:
Energy efficient real-time task scheduling on CPU-GPU hybrid clusters. INFOCOM 2017: 1-9 - [i12]Qiang Wang, Xiaowen Chu:
GPGPU Performance Estimation with Core and Memory Frequency Scaling. CoRR abs/1701.05308 (2017) - [i11]Shaohuai Shi, Pengfei Xu, Xiaowen Chu:
Improving the Performance of Fully Connected Neural Networks by Out-of-Place Matrix Transpose. CoRR abs/1702.03192 (2017) - [i10]Shaohuai Shi, Xiaowen Chu:
Speeding up Convolutional Neural Networks By Exploiting the Sparsity of Rectifier Units. CoRR abs/1704.07724 (2017) - [i9]Pengfei Xu, Shaohuai Shi, Xiaowen Chu:
Performance Evaluation of Deep Learning Tools in Docker Containers. CoRR abs/1711.03386 (2017) - [i8]Shaohuai Shi, Xiaowen Chu:
Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs. CoRR abs/1711.05979 (2017) - 2016
- [j47]Silvery Fu, Jiangchuan Liu, Xiaowen Chu, Yueming Hu:
Toward a Standard Interface for Cloud Providers: The Container as the Narrow Waist. IEEE Internet Comput. 20(2): 66-71 (2016) - [j46]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Autonomous-Vehicle Public Transportation System: Scheduling and Admission Control. IEEE Trans. Intell. Transp. Syst. 17(5): 1210-1226 (2016) - [c72]Shaohuai Shi, Qiang Wang, Pengfei Xu, Xiaowen Chu:
Benchmarking State-of-the-Art Deep Learning Software Tools. CCBD 2016: 99-104 - [c71]Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Joint VM-Switch Consolidation for Energy Efficiency in Data Centers. GLOBECOM 2016: 1-7 - [c70]Fusang Zhang, Beihong Jin, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Minimum-Cost Recruitment of Mobile Crowdsensing in Cellular Networks. GLOBECOM 2016: 1-7 - [c69]Lei Zhang, Cong Zhang, Jiangchuan Liu, Xiaowen Chu, Ke Xu, Haiyang Wang, Yong Jiang:
Power-Aware Wireless Transmission for Computation Offloading in Mobile Cloud. ICCCN 2016: 1-9 - [r2]Weizhao Wang, Xiang-Yang Li, Xiaowen Chu:
Nash Equilibria and Dominant Strategies in Routing. Encyclopedia of Algorithms 2016: 1399-1402 - [i7]Shaohuai Shi, Qiang Wang, Pengfei Xu, Xiaowen Chu:
Benchmarking State-of-the-Art Deep Learning Software Tools. CoRR abs/1608.07249 (2016) - [i6]Xinxin Mei, Qiang Wang, Xiaowen Chu:
A Survey and Measurement Study of GPU DVFS on Energy Conservation. CoRR abs/1610.01784 (2016) - 2015
- [j45]Yang Xiang, Ahmed Al-Dubi, Lei Liu, Xiaowen Chu:
Frontier technologies of trust computing and network security. Concurr. Comput. Pract. Exp. 27(12): 2907-2909 (2015) - [j44]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Multiple Radios for Fast Rendezvous in Cognitive Radio Networks. IEEE Trans. Mob. Comput. 14(9): 1917-1931 (2015) - [c68]Yao Zhao, Zongpeng Li, Xiaowen Chu:
QoS Prediction for the Cloud Service Marketplace: A Grassmann Manifold Approach. CLOUD 2015: 221-228 - [c67]Chengjian Liu, Kai Ouyang, Xiaowen Chu, Hai Liu, Yiu-Wing Leung:
R-Memcached: A Reliable In-Memory Cache System for Big Key-Value Stores. BigCom 2015: 243-256 - [c66]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Adjustable Rendezvous in Multi-Radio Cognitive Radio Networks. GLOBECOM 2015: 1-7 - [c65]Xiaowen Chu, Chengjian Liu, Kai Ouyang, Ling Sing Yung, Hai Liu, Yiu-Wing Leung:
PErasure: A parallel Cauchy Reed-Solomon coding library for GPUs. ICC 2015: 436-441 - [c64]Fusang Zhang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Beihong Jin:
Community-Based Bus System as Routing Backbone for Vehicular Ad Hoc Networks. ICDCS 2015: 73-82 - [c63]Jian Zhao, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li:
Online procurement auctions for resource pooling in client-assisted cloud storage systems. INFOCOM 2015: 576-584 - [i5]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Autonomous Vehicle Public Transportation System: Scheduling and Admission Control. CoRR abs/1502.07242 (2015) - [i4]Zhiyong Lin, Hai Liu, Lu Yu, Yiu-Wing Leung, Xiaowen Chu:
ZOS: A Fast Rendezvous Algorithm Based on Set of Available Channels for Cognitive Radios. CoRR abs/1506.00744 (2015) - [i3]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Efficient Channel-Hopping Rendezvous Algorithm Based on Available Channel Set. CoRR abs/1506.01136 (2015) - [i2]Xinxin Mei, Xiaowen Chu:
Dissecting GPU Memory Hierarchy through Microbenchmarking. CoRR abs/1509.02308 (2015) - 2014
- [j43]Kaiyong Zhao, Xiaowen Chu:
G-BLASTN: accelerating nucleotide alignment by graphics processors. Bioinform. 30(10): 1384-1391 (2014) - [j42]You Li, Hao Chi, Leihao Xia, Xiaowen Chu:
Accelerating the scoring module of mass spectrometry-based peptide identification using GPUs. BMC Bioinform. 15: 121 (2014) - [j41]Adele Lu Jia, Xiaowei Chen, Xiaowen Chu, Johan A. Pouwelse, Dick H. J. Epema:
User behaviors in private BitTorrent communities. Comput. Networks 60: 34-45 (2014) - [j40]Qinjian Li, Chengwen Zhong, Kai Li, Guangyong Zhang, Xiaowei Lu, Qing Zhang, Kaiyong Zhao, Xiaowen Chu:
A parallel lattice Boltzmann method for large eddy simulation on multiple GPUs. Computing 96(6): 479-501 (2014) - [j39]Xiaowei Chen, Xiaowen Chu, Zongpeng Li:
Improving sustainability of BitTorrent darknets. Peer-to-Peer Netw. Appl. 7(4): 539-554 (2014) - [j38]Xiaowen Chu, Xiaowei Chen, Adele Lu Jia, Johan A. Pouwelse, Dick H. J. Epema:
Dissecting Darknets: Measurement and Performance Analysis. ACM Trans. Internet Techn. 13(3): 7:1-7:25 (2014) - [j37]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. IEEE Trans. Smart Grid 5(6): 2846-2856 (2014) - [c62]Haoming Fu, Zongpeng Li, Chuan Wu, Xiaowen Chu:
Core-Selecting Auctions for Dynamically Allocating Heterogeneous VMs in Cloud Computing. IEEE CLOUD 2014: 152-159 - [c61]He Chang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu:
Minimum latency server selection for heterogeneous cloud services. GLOBECOM 2014: 2276-2282 - [c60]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Channel-hopping based on available channel set for rendezvous of cognitive radios. ICC 2014: 1573-1579 - [c59]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Autonomous vehicle public transportation system. ICCVE 2014: 571-576 - [c58]Xinxin Mei, Kaiyong Zhao, Chengjian Liu, Xiaowen Chu:
Benchmarking the Memory Hierarchy of Modern GPUs. NPC 2014: 144-156 - 2013
- [j36]Gary K. W. Wong, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Chun Xie:
Efficient broadcasting in multi-hop wireless networks with a realistic physical layer. Ad Hoc Networks 11(4): 1305-1318 (2013) - [j35]Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung:
Enhanced Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks. IEEE Commun. Lett. 17(9): 1742-1745 (2013) - [j34]You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu:
Speeding up k-Means algorithm by GPUs. J. Comput. Syst. Sci. 79(2): 216-229 (2013) - [j33]Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Rui Du:
Minimum-Cost Sensor Placement for Required Lifetime in Wireless Sensor-Target Surveillance Networks. IEEE Trans. Parallel Distributed Syst. 24(9): 1783-1796 (2013) - [c57]Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin:
Multiple radios for effective rendezvous in cognitive radio networks. ICC 2013: 2857-2862 - [c56]Adele Lu Jia, Xiaowei Chen, Xiaowen Chu, Johan A. Pouwelse, Dick H. J. Epema:
How to Survive and Thrive in a Private BitTorrent Community. ICDCN 2013: 270-284 - [c55]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Electric vehicle charging station placement. SmartGridComm 2013: 510-515 - [c54]Xinxin Mei, Ling Sing Yung, Kaiyong Zhao, Xiaowen Chu:
A measurement study of GPU DVFS on energy conservation. HotPower@SOSP 2013: 10:1-10:5 - [i1]Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu:
Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. CoRR abs/1310.6925 (2013) - 2012
- [j32]Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung:
Ring-Walk Rendezvous Algorithms for Cognitive Radio Networks. Ad Hoc Sens. Wirel. Networks 16(4): 243-271 (2012) - [j31]Chi-Man Liu, Thomas K. F. Wong, Edward Wu, Ruibang Luo, Siu-Ming Yiu, Yingrui Li, Bingqiang Wang, Chang Yu, Xiaowen Chu, Kaiyong Zhao, Ruiqiang Li, Tak Wah Lam:
SOAP3: ultra-fast GPU-based parallel alignment tool for short reads. Bioinform. 28(6): 878-879 (2012) - [j30]Xiaowen Chu, Kaiyong Zhao, Zongpeng Li:
Tsunami: massively parallel homomorphic hashing on many-core GPUs. Concurr. Comput. Pract. Exp. 24(17): 2028-2039 (2012) - [j29]Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu:
Unveiling popularity of BitTorrent Darknets. IET Commun. 6(12): 1640-1650 (2012) - [j28]Zongpeng Li, Xiaowen Chu:
On Achieving Group-Strategyproof Multicast. IEEE Trans. Parallel Distributed Syst. 23(5): 913-923 (2012) - [j27]Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung:
Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks. IEEE Trans. Parallel Distributed Syst. 23(10): 1867-1881 (2012) - [c53]Xiaowei Chen, Xiaowen Chu, Adele Lu Jia, Johan A. Pouwelse:
Inequity of Sharing Ratio Enhancement in Darknet: Measurement and Improvement. HPCC-ICESS 2012: 786-793 - [c52]Qinjian Li, Chengwen Zhong, Kai Li, Guangyong Zhang, Xiaowei Lu, Qing Zhang, Kaiyong Zhao, Xiaowen Chu:
Implementation of a Lattice Boltzmann Method for Large Eddy Simulation on Multiple GPUs. HPCC-ICESS 2012: 818-823 - [c51]Qinjian Li, Chengwen Zhong, Kaiyong Zhao, Xinxin Mei, Xiaowen Chu:
Implementation and Analysis of AES Encryption on GPU. HPCC-ICESS 2012: 843-848 - [c50]You Li, Xiaowen Chu:
Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU. HPCC-ICESS 2012: 1315-1320 - [c49]Hai Liu, Youhua Zhou, Xiaowen Chu, Yiu-Wing Leung, Zhifeng Hao:
Generalized-Bi-Connectivity for Fault Tolerant Cognitive Radio Networks. ICCCN 2012: 1-8 - [c48]Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung:
Taxonomy and challenges of rendezvous algorithms in cognitive radio networks. ICNC 2012: 645-649 - [c47]Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic:
Maximizing Lifetime of Connected-Dominating-Set in Cognitive Radio Networks. Networking (2) 2012: 316-330 - 2011
- [j26]Yu Wang, Changhua Wu, Xiaowen Chu:
Quality of service management in emerging wireless networks. Int. J. Netw. Manag. 21(4): 267-268 (2011) - [j25]Xiangzhen Kong, Chuang Lin, Yixin Jiang, Wei Yan, Xiaowen Chu:
Efficient dynamic task scheduling in virtualized data centers with fuzzy prediction. J. Netw. Comput. Appl. 34(4): 1068-1077 (2011) - [j24]Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Xiaohua Jia, Peng-Jun Wan:
General Maximal Lifetime Sensor-Target Surveillance Problem and Its Solution. IEEE Trans. Parallel Distributed Syst. 22(10): 1757-1765 (2011) - [c46]Ran Yang, Chuang Lin, Yixin Jiang, Xiaowen Chu:
An Authorization Model without Central Authority for Service Collaboration. GLOBECOM 2011: 1-5 - [c45]Ran Yang, Chuang Lin, Yixin Jiang, Xiaowen Chu:
Trust Based Access Control in Infrastructure-Centric Environment. ICC 2011: 1-5 - [c44]Xiaowei Chen, Xiaowen Chu, Zongpeng Li:
Improving Sustainability of Private P2P Communities. ICCCN 2011: 1-6 - [c43]Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung:
Jump-stay based channel-hopping algorithm with guaranteed rendezvous for cognitive radio networks. INFOCOM 2011: 2444-2452 - 2010
- [j23]Zhong Su, Yixin Jiang, Fengyuan Ren, Chuang Lin, Xiaowen Chu:
Distributed KDC-Based Random Pairwise Key Establishment in Wireless Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2010 (2010) - [j22]Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Rui Du:
Simple movement control algorithm for bi-connectivity in robotic sensor networks. IEEE J. Sel. Areas Commun. 28(7): 994-1005 (2010) - [j21]Xiaowen Chu, Yixin Jiang:
Random linear network coding for peer-to-peer applications. IEEE Netw. 24(4): 35-39 (2010) - [j20]Xiaowen Chu, Jiangchuan Liu:
Sparse-partial wavelength conversion: Converter placement and wavelength assignment. Opt. Switch. Netw. 7(2): 66-74 (2010) - [j19]Xiaowen Chu, Yixin Jiang, Chuang Lin, Hao Yin, Bo Li:
Providing key recovery capability for mobile communications. Secur. Commun. Networks 3(2-3): 207-216 (2010) - [j18]Xiang-Yang Li, Zheng Sun, Weizhao Wang, Xiaowen Chu, Shaojie Tang, Ping Xu:
Mechanism design for set cover games with selfish element agents. Theor. Comput. Sci. 411(1): 174-187 (2010) - [j17]Xiaowen Chu, Xiaowei Chen, Kaiyong Zhao, Jiangchuan Liu:
Reputation and trust management in heterogeneous peer-to-peer networks. Telecommun. Syst. 44(3-4): 191-203 (2010) - [c42]You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu:
Speeding up K-Means Algorithm by GPUs. CIT 2010: 115-122 - [c41]Kaiyong Zhao, Xiaowen Chu:
GPUMP: A Multiple-Precision Integer Library for GPUs. CIT 2010: 1164-1168 - [c40]Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu:
Unveiling Popularity of BitTorrent Darknets. GLOBECOM 2010: 1-5 - [c39]Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Fangqin Liu:
An Efficient Privacy-Preserving Publish-Subscribe Service Scheme for Cloud Computing. GLOBECOM 2010: 1-5 - [c38]Rongfei Zeng, Chuang Lin, Yixin Jiang, Xiaowen Chu, Fangqin Liu:
Performance Analysis of Data Management in Sensor Data Storage via Stochastic Petri Nets. GLOBECOM 2010: 1-5 - [c37]Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung:
Ring-Walk Based Channel-Hopping Algorithms with Guaranteed Rendezvous for Cognitive Radio Networks. GreenCom/CPSCom 2010: 755-760 - [c36]Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu:
A Lightweight Emulator for BitTorrent-Like File Sharing Systems. ICC 2010: 1-5 - [c35]Xianjun Sun, Chuang Lin, Yixin Jiang, Weidong Liu, Xiaowen Chu:
An Efficient Recovery and Survival Scheme against Malware Attacks. ICC 2010: 1-5 - [c34]Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Xuemin Shen:
Reputation-Based QoS Provisioning in Cloud Computing via Dirichlet Multinomial Model. ICC 2010: 1-5 - [c33]Xiaowei Chen, Xiaowen Chu, Yixin Jiang, Fengyuan Ren:
Measurements, analysis and modeling of private tracker sites. IWQoS 2010: 1-2 - [c32]Xiaowei Chen, Yixin Jiang, Xiaowen Chu:
Measurements, Analysis and Modeling of Private Trackers. Peer-to-Peer Computing 2010: 1-10
2000 – 2009
- 2009
- [j16]Xiaowen Chu, Kaiyong Zhao, Mea Wang:
Accelerating Network Coding on Many-core GPUs and Multi-core CPUs. J. Commun. 4(11): 902-909 (2009) - [j15]Xiang-Yang Li, Ashraf Nusairat, Yanwei Wu, Yong Qi, Jizhong Zhao, Xiaowen Chu, Yunhao Liu:
Joint Throughput Optimization for Wireless Mesh Networks. IEEE Trans. Mob. Comput. 8(7): 895-909 (2009) - [j14]Xiang-Yang Li, Yu Wang, Haiming Chen, Xiaowen Chu, Yanwei Wu, Yong Qi:
Reliable and Energy-Efficient Routing for Static Wireless Ad Hoc Networks with Unreliable Links. IEEE Trans. Parallel Distributed Syst. 20(10): 1408-1421 (2009) - [j13]Xiaowen Chu, Kaiyong Zhao, Zongpeng Li, Anirban Mahanti:
Auction-Based On-Demand P2P Min-Cost Media Streaming with Network Coding. IEEE Trans. Parallel Distributed Syst. 20(12): 1816-1829 (2009) - [j12]Xiaowen Chu, Kai Ouyang, Hsiao-Hwa Chen, Jiangchuan Liu, Yixin Jiang:
Homonymous role in role-based discretionary access control. Wirel. Commun. Mob. Comput. 9(9): 1287-1300 (2009) - [c31]Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Xiaohua Jia, Peng-Jun Wan:
Maximizing Lifetime of Sensor-Target Surveillance in Wireless Sensor Networks. GLOBECOM 2009: 1-6 - [c30]An'an Luo, Chuang Lin, Yixin Jiang, Xiaowen Chu, Hongkun Yang:
An Effective Early Warning Scheme against Pollution Dissemination for BitTorrent. GLOBECOM 2009: 1-7 - [c29]Kaiyong Zhao, Xiaowen Chu, Mea Wang, Yixin Jiang:
Speeding Up Homomorpic Hashing Using GPUs. ICC 2009: 1-5 - [c28]Xiaowen Chu, Kai Ouyang, Xiaolei Chang:
FAXtrac: Fast Extraction of Disk Layout. NAS 2009: 309-314 - [c27]Xiaowen Chu, Kaiyong Zhao, Mea Wang:
Practical Random Linear Network Coding on GPUs. Networking 2009: 573-585 - [c26]Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Shengling Wang:
Risk-Aware QoP/QoS Optimization for Multimedia Applications in Wireless Networks. QSHINE 2009: 34-51 - [p1]Xiaowen Chu, Jiangchuan Liu, Yi Sun:
Address Allocation Mechanisms for Mobile Ad Hoc Networks. Guide to Wireless Ad Hoc Networks 2009: 333-354 - 2008
- [j11]Xiaowen Chu:
Provisioning of Parameterized Quality of Service in 802.11e Based Wireless Mesh Networks. Mob. Networks Appl. 13(1-2): 6-18 (2008) - [c25]Xiaowei Chen, Kaiyong Zhao, Xiaowen Chu:
SepRep: A Novel Reputation Evaluation Model in Peer-to-Peer Networks. ATC 2008: 86-99 - [c24]Xiang-Yang Li, Ping Xu, Shaojie Tang, Xiaowen Chu:
Spectrum Bidding in Wireless Networks and Related. COCOON 2008: 558-567 - [c23]Xiaowen Chu, Yi Sun, Ke Xu, Z. Sakander, Jiangchuan Liu:
Quadratic Residue Based Address Allocation for Mobile Ad Hoc Networks. ICC 2008: 2343-2347 - [c22]Yong Yan, Xiaowen Chu:
An Analytical Model for IEEE 802.11 Point-To-Point Link. ICC 2008: 2536-2540 - [c21]Ka Ho Chan, Xiaowen Chu:
Design of a Cluster-Based Web Server with Proportional Connection Delay Guarantee. ICC 2008: 5692-5696 - [c20]Xiaowen Chu, Kaiyong Zhao, Mea Wang:
Massively Parallel Network Coding on GPUs. IPCCC 2008: 144-151 - [r1]Weizhao Wang, Xiang-Yang Li, Xiaowen Chu:
Nash Equilibria and Dominant Strategies in Routing. Encyclopedia of Algorithms 2008 - 2007
- [j10]Yixin Jiang, Chuang Lin, Minghui Shi, Xuemin Shen, Xiaowen Chu:
A DoS and fault-tolerant authentication protocol for group communications in ad hoc networks. Comput. Commun. 30(11-12): 2428-2441 (2007) - [c19]Ka Ho Chan, Xiaowen Chu:
Design of a Fuzzy PI Controller to Guarantee Proportional Delay Differentiation on Web Servers. AAIM 2007: 389-398 - [c18]Kai Ouyang, Xiaowen Chu, Yixin Jiang, Hsiao-Hwa Chen, Jiangchuan Liu:
On the Homonymous Role in Role-Based Discretionary Access Control. ATC 2007: 313-322 - [c17]Ji Xu, Jiangchuan Liu, Hsiao-Hwa Chen, Xiaowen Chu:
Utility-Aware Resource Allocation for Multi-Stream Overlay Multicast. ICC 2007: 506-511 - [c16]Xiaowen Chu, Tianming Bu, Xiang-Yang Li:
A Study of Lightpath Rerouting Schemes in Wavelength-Routed WDM Networks. ICC 2007: 2400-2405 - [c15]Kai Ouyang, Xiaowen Chu, Lijun Dong, Hengqing Wang, Ting Cai:
MLCC: A Multi Layered Correlative Control Mechanism for the VPN Topology. IEEE NAS 2007: 37-43 - 2006
- [j9]Hao Yin, Feng Qiu, Chuang Lin, Geyong Min, Xiaowen Chu:
A novel key-embedded scheme for secure video multicast systems. Comput. Electr. Eng. 32(5): 376-393 (2006) - [j8]Yaya Wei, Chuang Lin, Xiaowen Chu, Thiemo Voigt:
Fuzzy control for guaranteeing absolute delays in web servers. Int. J. High Perform. Comput. Netw. 4(5/6): 338-346 (2006) - [j7]Jianliang Liu, Xiaowen Xu, Xiaowen Chu:
Fine-Grained Scalable Video Caching for Heterogeneous Clients. IEEE Trans. Multim. 8(5): 1011-1020 (2006) - [c14]Xiaowen Chu, Yixin Jiang, Chuang Lin, Fujun Feng:
Self-certified Mutual Authentication and Key Exchange Protocol for Roaming Services. ATC 2006: 408-417 - [c13]Xiang-Yang Li, Haiming Chen, Yantai Shu, Xiaowen Chu, Yanwei Wu:
Energy Efficient Routing With Unreliable Links in Wireless Networks. MASS 2006: 160-169 - 2005
- [j6]Xiaowen Chu, Jiangchuan Liu, Bo Li, Zhensheng Zhang:
Analytical model of sparse-partial wavelength conversion in wavelength-routed WDM networks. IEEE Commun. Lett. 9(1): 69-71 (2005) - [j5]Xiaowen Chu, Bo Li:
Dynamic routing and wavelength assignment in the presence of wavelength conversion for all-optical networks. IEEE/ACM Trans. Netw. 13(3): 704-715 (2005) - [c12]Zheng Sun, Xiang-Yang Li, Weizhao Wang, Xiaowen Chu:
Mechanism Design for Set Cover Games When Elements Are Agents. AAIM 2005: 360-369 - [c11]Hao Yin, Chuang Lin, Feng Qiu, Xiaowen Chu, Geyong Min:
A Key Embedded Video Codec for Secure Video Multicast. Communications and Multimedia Security 2005: 77-87 - [c10]Yaya Wei, Chuang Lin, Xiaowen Chu, Zhiguang Shan, Fengyuan Ren:
Class-Based Latency Assurances for Web Servers. HPCC 2005: 388-394 - [c9]Xiaowen Chu, Jiangchuan Liu:
DLCR: a new adaptive routing scheme in WDM mesh networks. ICC 2005: 1797-1801 - [c8]Hao Yin, Zhangxi Tan, Chuang Lin, Geyong Min, Xiaowen Chu:
Considering Network Context for Efficient Simulation of Highly Parallel Network Processors. ICCNMC 2005: 1171-1180 - [c7]Hao Yin, Chuang Lin, Sebastien Berton, Xiaowen Chu:
A novel secure wireless video surveillance system based on Intel IXP425 network processor. WMuNeP 2005: 62-69 - [c6]Hao Yin, Xiaowen Chu, Chuang Lin, Feng Qiu, Geyong Min:
A Novel Key Management and Distribution Solution for Secure Video Multicast. PCM (2) 2005: 246-257 - [c5]Weizhao Wang, Xiang-Yang Li, Xiaowen Chu:
Nash Equilibria and Dominant Strategies in Routing. WINE 2005: 979-988 - 2004
- [j4]Zhensheng Zhang, Ya-Qin Zhang, Xiaowen Chu, Bo Li:
An Overview of Virtual Private Network (VPN): IP VPN and Optical VPN. Photonic Netw. Commun. 7(3): 213-225 (2004) - [c4]Xiaowen Chu, Jiangchuan Liu, Zhensheng Zhang:
Analysis of Sparse-Partial Wavelength Conversion in Wavelength-Routed WDM Networks. INFOCOM 2004: 1363-1371 - [c3]Jiangchuan Liu, Xiaowen Chu, Jianliang Xu:
Proxy Cache Management for Fine-Grained Scalable Video Streaming. INFOCOM 2004: 1490-1500 - 2003
- [j3]Bo Li, Xiaowen Chu:
Routing and wavelength assignment vs. wavelength converter placement in all-optical networks. IEEE Commun. Mag. 41(8) (2003) - [j2]Kazem Sohraby, Zhensheng Zhang, Xiaowen Chu, Bo Li:
Resource management in an integrated optical network. IEEE J. Sel. Areas Commun. 21(7): 1052-1062 (2003) - [j1]Xiaowen Chu, Bo Li, Imrich Chlamtac:
Wavelength converter placement under different RWA algorithms in wavelength-routed all-optical networks. IEEE Trans. Commun. 51(4): 607-617 (2003) - [c2]Xiaowen Chu, Bo Li:
A Dynamic RWA Algorithm in a Wavelength-Routed All-Optical Network with Wavelength Converters. INFOCOM 2003: 1795-1804 - 2002
- [c1]Xiaowen Chu, Bo Li, Kazem Sohraby, Zhensheng Zhang:
Routing and wavelength assignment issues in the presence of wavelength conversion for all-optical networks. GLOBECOM 2002: 2787-2791
Coauthor Index
[c159] [i97] [i91] [c147] [c145] [c143] [c141] [i86] [i78] [i70] [i66] [i65] [i62] [j70] [c130] [c129] [c128] [i60] [i59] [i58] [i57] [i55] [i53] [i52] [c122] [c121] [i49] [i48] [j60] [j58] [c117] [c112] [c111] [i44] [i39] [c107] [c106] [c103] [c100] [c99] [c98] [i35] [i33] [i32] [i31] [i30] [i29] [i27] [c91] [c89] [c87] [c86] [i26] [i20] [i19] [i18] [i17] [c84] [c82] [i15] [i14] [i13] [c77] [c74] [i11] [i10] [i9] [i8] [c72] [i7]
[c160] [c159] [c157] [i97] [i95] [i94] [i93] [i91] [i89] [c151] [c148] [c145] [c144] [c143] [c136] [c135] [c134] [i88] [i86] [i83] [i80] [i72] [i70] [i67] [i66] [i65] [i64] [i63] [j70] [c132] [i59] [i55] [i53] [c121] [i49] [i46] [j60] [i38] [c107] [c106] [c103] [i35] [i32] [i30] [c91] [c90] [c89] [c87] [i26] [i22] [i20] [i19]
[c160] [c158] [i96] [i92] [c155] [c150] [c148] [c147] [c144] [c140] [c138] [c136] [i88] [i87] [i84] [i80] [i76] [i73] [i72] [i67] [i66] [c133] [i55] [i51] [j67] [j64] [c124] [c122] [i48] [i47] [i45] [c116] [c113] [i41] [i39] [j55] [j54] [c107] [c106] [c100] [c99] [c98] [c95] [c94] [i33] [i31] [i29] [c90] [c89] [c87] [i26] [i22] [i19] [i16] [j52] [c84] [c83] [c82] [i15] [j51] [j50] [c75] [i12] [c72] [i7] [i6]
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