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Chao Li 0009
Person information
- affiliation: Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
- affiliation (PhD 2014): University of Florida, Gainesville, FL, USA
Other persons with the same name
- Chao Li — disambiguation page
- Chao Li 0001
— Beihang University, School of Computer Science and Engineering, Beijing, China
- Chao Li 0002
— National University of Defense Technology, Changsha, China
- Chao Li 0003
— Google Inc., Mountain View, CA, USA (and 1 more)
- Chao Li 0004
— North Carolina State University, Department of Electrical and Computer Engineering, Raleigh, NC, USA
- Chao Li 0005
— University of Burgundy, France
- Chao Li 0006
— Peking University, Department of Ecology, Beijing, China
- Chao Li 0007
— Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China
- Chao Li 0008
— Zhejiang University, College of Computer Science and Technology, Hangzhou, China
- Chao Li 0010
— The University of Electro-Communications, Tokyo, Japan
- Chao Li 0011
— Tianjin University of Technology, Key Laboratory of Intelligence Computing and Novel Software Technology, China
- Chao Li 0012
— Tsinghua University, Research Institute of Information Technology, Beijing, China
- Chao Li 0013
— Harbin Engineering University, College of Information and Communication Engineering, China (and 1 more)
- Chao Li 0014
— National University of Defense Technology, State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Changsha, China
- Chao Li 0015 — Taiyuan Normal University, Higher Education Key Laboratory of Engineering and Scientific Computing in Shanxi Province, Jinzhong, China
- Chao Li 0016
— China University of Petroleum, State Key Laboratory of Petroleum Resource and Prospecting, Beijing, China
- Chao Li 0017
— Zhejiang University, State Key Laboratory of Fluid Power and Mechatronic Systems, Hangzhou, China
- Chao Li 0018
— Southwest University, College of Computer and Information Science, Chongqing, China
- Chao Li 0019
— South China University of Technology, School of Computer Science and Engineering, China (and 1 more)
- Chao Li 0020
— Harbin Engineering University, College of Automation, China
- Chao Li 0021
— University of Texas at Dallas, Department of Computer Science, Richardson, TX, USA
- Chao Li 0022
— Shandong University of Science and Technology, Shandong Province Key Laboratory of Wisdom Mine Information Technology, Qingdao, China (and 1 more)
- Chao Li 0023
— Beijing Jiaotong University, School of Computer and Information Technology, China (and 1 more)
- Chao Li 0024 — Chinese Academy of Sciences, Institute of Automation, State Key Laboratory of Management and Control for Complex Systems, Beijing, China
- Chao Li 0025 — Simon Fraser University, Burnaby, BC, Canada
- Chao Li 0026
— Beijing University of Posts and Telecommunications, China
- Chao Li 0027
— Guangzhou University, Cyberspace Institute of Advanced Technology, China
- Chao Li 0028
— Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
- Chao Li 0029
— Beijing Institute of Technology, School of Automation, China
- Chao Li 0030
— Yunnan University, School of Information Science and Engineering, Kunming, China
- Chao Li 0031
— University of Cambridge, Department of Clinical Neuroscience, Department of Applied Mathematics and Theoretical Physics, UK (and 1 more)
- Chao Li 0032
— Tokyo Institute of Technology, Nano Sensing Unit, Institute of Innovative Research, Japan
- Chao Li 0033
— Xidian University, School of Electronic Engineering, Xi'an, China
- Chao Li 0034 — Baidu Inc., Department of Computer Vision, Beijing, China (and 1 more)
- Chao Li 0035
— Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Chao Li 0036
— Tsinghua University, Department of Automotive Engineering, Beijing, China
- Chao Li 0037
— Northwestern Polytechnical University, State Key Laboratory of Solidification Processing, Xi'an, China
- Chao Li 0038
— University of Jinan, School of Physics and Technology, China (and 1 more)
- Chao Li 0039
— Hangzhou Dianzi University, College of Life Information Science and Instrument Engineering, China
- Chao Li 0040
— Henan Normal University, College of Mathematics and Information Science, China
- Chao Li 0041
— Beijing Research Center for Information Technology in Agriculture, China (and 1 more)
- Chao Li 0042
— Dalian Maritime University, Navigation College, China
- Chao Li 0043
— Beijing Jiaotong University, School of Electronics and Information Engineering, China
- Chao Li 0044
— Chengdu University of Technology, China
- Chao Li 0045
— Shanghai Radio Equipment Institute, China
- Chao Li 0046
— Chinese Academy of Sciences, Innovation Academy for Precision Measurement Science and Technology, Beijing, China
- Chao Li 0047
— Cangzhou Central Hospital, Department of Ultrasound, China
- Chao Li 0048
— Beijing Jiaotong University, Beijing Municipal Commission of Education, China
- Chao Li 0049
— Qingdao University of Science and Technology, College of Automation and Electronic Engineering, China
- Chao Li 0050
— Zhejiang University of Technology, Hangzhou, China (and 1 more)
- Chao Li 0051
— Arizona State University, Tempe, AZ, USA
- Chao Li 0052
— Tianjin University, School of Computer Science and Technology, Tianjin Key Laboratory of Cognitive Computing and Application, China
- Chao Li 0053
— University of Electronic Science and Technology of China, School of Information and Software Engineering, Chengdu, China
- Chao Li 0054
— Shandong University of Science and Technology, College of Electronic and Information Engineering, Qingdao, China
- Chao Li 0055
— Nanjing University of Science and Technology, Institute of Launch Dynamics, China
- Chao Li 0056
— University of Manchester, UK
- Chao Li 0057
— Nanjing Forestry University, Co-Innovation Center for Sustainable Forestry in Southern China, China
- Chao Li 0058
— Hubei University of Technology, School of Computer, Wuhan, China
- Chao Li 0059
— North China University of Technology, Key Laboratory of Field Bus Technology and Automation of Beijing, China
- Chao Li 0060
— Chinese Academy of Sciences, Aerospace Information Research Institute, Beijing, China
- Chao Li 0061
— Beijing University of Posts and Telecommunications, State Key Laboratory of Information Photonics and Optical Communications, China
- Chao Li 0062
— Zhejiang University, College of Control Science and Engineering, Hangzhou, China
- Chao Li 0063 — Tencent Cloud Xiaowei, China
- Chao Li 0064 — Hikvision Research Institute, Hangzhou, China
- Chao Li 0065
— Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China
- Chao Li 0066
— Northeast Forestry University, College of Computer and Control Engineering, Harbin, China (and 1 more)
- Chao Li 0067 — Tencent Inc., Security Product Department, Shenzhen, China (and 1 more)
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2020 – today
- 2025
- [j40]Xiaoqing Cai, Han Zhao, Xiaofeng Hou, Weihao Cui, Quan Chen, Chao Li, Minyi Guo:
FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability. Frontiers Comput. Sci. 19(5): 195108 (2025) - [j39]Xiaofeng Hou, Cheng Xu, Chao Li, Jiacheng Liu, Xuehan Tang, Kwang-Ting Cheng, Minyi Guo:
Improving Efficiency in Multi-Modal Autonomous Embedded Systems Through Adaptive Gating. IEEE Trans. Computers 74(2): 691-704 (2025) - 2024
- [j38]Baoqiang Zhan
, Chao Li, Yongli Li, Chong Wu:
Weighted doubly robust learning: An uplift modeling technique for estimating mixed treatments' effect. Decis. Support Syst. 176: 114060 (2024) - [j37]Junyi Mei
, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong:
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. Proc. VLDB Endow. 17(8): 1788-1801 (2024) - [j36]Lingyu Sun
, Xiaofeng Hou
, Chao Li
, Jiacheng Liu
, Xinkai Wang
, Quan Chen
, Minyi Guo
:
A2: Towards Accelerator Level Parallelism for Autonomous Micromobility Systems. ACM Trans. Archit. Code Optim. 21(4): 86:1-86:20 (2024) - [j35]Liang Zhang
, Wenli Zheng
, Kuangyu Zheng
, Hongzi Zhu
, Chao Li
, Minyi Guo
:
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets. IEEE Trans. Parallel Distributed Syst. 35(7): 1251-1267 (2024) - [j34]Xiaofeng Hou
, Xuehan Tang
, Jiacheng Liu
, Chao Li
, Luhong Liang
, Kwang-Ting Cheng
:
WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. IEEE Trans. Parallel Distributed Syst. 35(8): 1400-1414 (2024) - [c87]Yue Guan
, Yuxian Qiu
, Jingwen Leng
, Fan Yang
, Shuo Yu
, Yunxin Liu
, Yu Feng
, Yuhao Zhu
, Lidong Zhou
, Yun Liang
, Chen Zhang
, Chao Li
, Minyi Guo
:
Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) 2024: 1-18 - [c86]Yushi Liu
, Shixuan Sun
, Zijun Li
, Quan Chen
, Sen Gao
, Bingsheng He
, Chao Li
, Minyi Guo
:
FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing. ASPLOS (2) 2024: 385-400 - [c85]Yue Guan
, Changming Yu
, Yangjie Zhou
, Jingwen Leng
, Chao Li
, Minyi Guo
:
Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning. ASPLOS (3) 2024: 416-430 - [c84]Zihan Liu
, Wentao Ni
, Jingwen Leng
, Yu Feng
, Cong Guo
, Quan Chen
, Chao Li
, Minyi Guo
, Yuhao Zhu
:
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. ASPLOS (2) 2024: 549-565 - [c83]Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi, Minyi Guo:
Improving the Efficiency of Serverless Computing via Core-Level Power Management. CCGrid 2024: 125-135 - [c82]Jiacheng Liu, Peng Tang, Xiaofeng Hou, Chao Li, Pheng-Ann Heng:
LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters. EMNLP (Findings) 2024: 9211-9225 - [c81]Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo:
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. ICCD 2024: 162-169 - [c80]Xinkai Wang, Chao Li, Lingyu Sun, Qizheng Lyu, Xiaofeng Hou, Jingwen Leng, Minyi Guo:
SHEEO: Continuous Energy Efficiency Optimization in Autonomous Embedded Systems. ICCD 2024: 496-503 - [c79]Yifei Pu, Chi Wang, Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, Chao Li:
M2SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications. ICME 2024: 1-6 - [c78]Taolei Wang, Chao Li, Jing Wang, Cheng Xu, Xiaofeng Hou, Minyi Guo:
CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform. IPDPS 2024: 289-299 - [c77]Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu
, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo:
A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. ISCA 2024: 167-181 - [c76]Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin:
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. ISCA 2024: 396-409 - [c75]Xiaofeng Hou, Peng Tang, Tongqiao Xu, Cheng Xu, Chao Li, Minyi Guo:
CPM: A Cross-layer Power Management Facility to Enable QoS-Aware AIoT Systems. IWQoS 2024: 1-10 - [c74]Huizheng Wang, Jiahao Fang, Xinru Tang, Zhiheng Yue, Jinxi Li, Yubin Qin, Sihan Guan, Qinze Yang, Yang Wang, Chao Li, Yang Hu, Shouyi Yin:
SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling. MICRO 2024: 1247-1263 - [c73]Jing Wang, Hanzhang Yang, Chao Li, Yiming Zhuansun, Wang Yuan, Cheng Xu, Xiaofeng Hou, Minyi Guo, Yang Hu, Yaqian Zhao:
Boosting Data Center Performance via Intelligently Managed Multi-backend Disaggregated Memory. SC 2024: 37 - [e2]Chao Li
, Zhenhua Li
, Li Shen, Fan Wu
, Xiaoli Gong
:
Advanced Parallel Processing Technologies - 15th International Symposium, APPT 2023, Nanchang, China, August 4-6, 2023, Proceedings. Lecture Notes in Computer Science 14103, Springer 2024, ISBN 978-981-99-7871-7 [contents] - [i19]Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong:
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. CoRR abs/2404.08364 (2024) - [i18]Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo:
Towards Fast Setup and High Throughput of GPU Serverless Computing. CoRR abs/2404.14691 (2024) - [i17]Jinyi Deng, Xinru Tang, Zhiheng Yue, Guangyang Lu, Qize Yang, Jiahao Zhang, Jinxi Li, Chao Li, Shaojun Wei, Yang Hu, Shouyi Yin:
Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture. CoRR abs/2405.17221 (2024) - [i16]Huizheng Wang, Jiahao Fang, Xinru Tang, Zhiheng Yue, Jinxi Li, Yubin Qin, Sihan Guan, Qize Yang, Yang Wang, Chao Li, Yang Hu, Shouyi Yin:
SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling. CoRR abs/2407.10416 (2024) - [i15]Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo:
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. CoRR abs/2407.18333 (2024) - [i14]Peng Tang, Jiacheng Liu, Xiaofeng Hou, Yifei Pu, Jing Wang, Pheng-Ann Heng, Chao Li, Minyi Guo:
HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference. CoRR abs/2411.01433 (2024) - [i13]Jiacheng Liu, Peng Tang, Wenfeng Wang, Yuhang Ren, Xiaofeng Hou, Pheng-Ann Heng, Minyi Guo, Chao Li:
A Survey on Inference Optimization Techniques for Mixture of Experts Models. CoRR abs/2412.14219 (2024) - 2023
- [j33]Jinyang Guo, Lu Zhang, José Romero Hung, Chao Li, Jieru Zhao, Minyi Guo:
FPGA sharing in the cloud: a comprehensive analysis. Frontiers Comput. Sci. 17(5): 175106 (2023) - [j32]Jing Wang
, Chao Li, Yibo Liu, Taolei Wang, Junyi Mei
, Lu Zhang, Pengyu Wang, Minyi Guo:
Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system. J. Parallel Distributed Comput. 177: 144-159 (2023) - [j31]Pengyu Wang
, Cheng Xu
, Chao Li
, Jing Wang
, Taolei Wang, Lu Zhang
, Xiaofeng Hou
, Minyi Guo
:
Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. IEEE Trans. Computers 72(9): 2508-2521 (2023) - [j30]José Romero Hung
, Chao Li
, Taolei Wang
, Jinyang Guo
, Pengyu Wang
, Chuanming Shao
, Jing Wang
, Guoyong Shi
, Xiangwen Liu
, Hanqing Wu
:
DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution. ACM Trans. Design Autom. Electr. Syst. 28(1): 1:1-1:27 (2023) - [c72]Yangjie Zhou, Jingwen Leng, Yaoxu Song, Shuwen Lu, Mian Wang, Chao Li, Minyi Guo, Wenting Shen, Yong Li, Wei Lin, Xiangwen Liu, Hanqing Wu:
uGrapher: High-Performance Graph Operator Computation via Unified Abstraction for Graph Neural Networks. ASPLOS (2) 2023: 878-891 - [c71]Xinkai Wang
, Hao He
, Yuancheng Li
, Chao Li
, Xiaofeng Hou
, Jing Wang
, Quan Chen
, Jingwen Leng
, Minyi Guo
, Leibo Wang
:
Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC 2023: 109-124 - [c70]Xiaofeng Hou
, Jiacheng Liu
, Xuehan Tang
, Chao Li
, Kwang-Ting Cheng
, Li Li, Minyi Guo
:
MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. Euro-Par 2023: 426-440 - [c69]Cheng Xu, Xiaofeng Hou, Jiacheng Liu
, Chao Li, Tianhao Huang
, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo:
MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. IISWC 2023: 154-166 - [c68]Lu Zhang, Chao Li, Xinkai Wang
, Weiqi Feng, Zheng Yu, Quan Chen, Jingwen Leng, Minyi Guo, Pu Yang, Shang Yue:
FIRST: Exploiting the Multi-Dimensional Attributes of Functions for Power-Aware Serverless Computing. IPDPS 2023: 864-874 - [c67]Xiaofeng Hou
, Jiacheng Liu
, Xuehan Tang
, Chao Li
, Jia Chen
, Luhong Liang
, Kwang-Ting Cheng
, Minyi Guo
:
Architecting Efficient Multi-modal AIoT Systems. ISCA 2023: 31:1-31:13 - [c66]Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu:
High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. PPoPP 2023: 432-434 - [c65]Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu
, Cheng Xu, Kwang-Ting Cheng, Minyi Guo:
SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. RTSS 2023: 291-303 - [c64]Kaihua Fu
, Quan Chen
, Yuzhuo Yang
, Jiuchen Shi
, Chao Li
, Minyi Guo
:
BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training. SC 2023: 37:1-37:13 - [i12]Xiaoxiang Shi, Chao Li, Zijun Li, Zihan Liu, Dianmo Sheng, Quan Chen, Jingwen Leng, Minyi Guo:
DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service. CoRR abs/2306.11043 (2023) - [i11]Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. CoRR abs/2312.01712 (2023) - 2022
- [j29]Xiaofeng Hou, Cheng Xu
, Jiacheng Liu
, Xuehan Tang, Lingyu Sun, Chao Li
, Kwang-Ting Cheng
:
Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs. IEEE Comput. Archit. Lett. 21(2): 125-128 (2022) - [j28]Rong Zeng, Xiaofeng Hou, Lu Zhang, Chao Li, Wenli Zheng, Minyi Guo:
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities. Frontiers Comput. Sci. 16(6): 166106 (2022) - [j27]Lu Zhang
, Weiqi Feng, Chao Li
, Xiaofeng Hou, Pengyu Wang
, Jing Wang, Minyi Guo
:
Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. IEEE Trans. Computers 71(10): 2698-2704 (2022) - [j26]Xiaofeng Hou, Chao Li
, Jinghang Yang, Wenli Zheng
, Xiaoyao Liang, Minyi Guo
:
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers. IEEE Trans. Cloud Comput. 10(3): 1875-1887 (2022) - [c63]Zihan Liu
, Jingwen Leng
, Zhihui Zhang
, Quan Chen
, Chao Li
, Minyi Guo
:
VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling. ASPLOS 2022: 388-401 - [c62]Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo:
SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences. DAC 2022: 571-576 - [c61]Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo:
Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS. HPCA 2022: 800-813 - [c60]Jing Wang, Chao Li, Junyi Mei
, Hao He, Taolei Wang, Pengyu Wang, Lu Zhang, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu:
HyFarM: Task Orchestration on Hybrid Far Memory for High Performance Per Bit. ICCD 2022: 33-41 - [c59]Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo:
PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. ICS 2022: 37:1-37:12 - [c58]Xinkai Wang
, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo:
Exploring Efficient Microservice Level Parallelism. IPDPS 2022: 223-233 - [c57]Jing Wang, Chao Li, Taolei Wang, Lu Zhang, Pengyu Wang, Junyi Mei
, Minyi Guo:
Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture. IPDPS 2022: 1029-1039 - [c56]Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou, Pu Yang, Shang Yue, Chao Li, Minyi Guo:
Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment. NPC 2022: 120-126 - [c55]Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. USENIX ATC 2022: 69-84 - [c54]Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo:
DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. USENIX ATC 2022: 183-198 - [c53]Chuanming Shao, Jinyang Guo, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo:
Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. ICPE 2022: 67-75 - [i10]Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo:
VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling. CoRR abs/2201.06212 (2022) - [i9]Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo:
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences. CoRR abs/2206.14550 (2022) - [i8]Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Xuehan Tang, Linyu Sun, Chao Li, Kwang-Ting Cheng:
Analyzing the Hardware-Software Implications of Multi-modal DNN Workloads using MMBench. CoRR abs/2212.01241 (2022) - 2021
- [j25]Chao Li, Yun Liang:
Preface. J. Comput. Sci. Technol. 36(5): 961-962 (2021) - [j24]Yingda Chen, Jiamang Wang, Yifeng Lu, Ying Han, Zhiqiang Lv, Xuebin Min, Hua Cai, Wei Zhang, Haochuan Fan, Chao Li, Tao Guan, Wei Lin, Yangqing Jia, Jingren Zhou:
Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters. Proc. VLDB Endow. 14(12): 2972-2985 (2021) - [j23]Pengyu Wang
, Jing Wang, Chao Li, Jianzong Wang
, Haojin Zhu, Minyi Guo:
Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU. ACM Trans. Archit. Code Optim. 18(2): 22:1-22:25 (2021) - [j22]José Romero Hung
, Chao Li
, Pengyu Wang
, Chuanming Shao, Jinyang Guo, Jing Wang, Guoyong Shi:
ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding. ACM Trans. Reconfigurable Technol. Syst. 14(4): 21:1-21:23 (2021) - [j21]Longjun Liu
, Hongbin Sun
, Chao Li
, Tao Li, Jingmin Xin
, Nanning Zheng
:
Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers. IEEE Trans. Sustain. Comput. 6(3): 412-426 (2021) - [c52]Pengyu Wang
, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Jingwen Leng, Quan Chen, Minyi Guo:
Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. PACT 2021: 304-317 - [c51]Wei Zhang, Kaihua Fu, Ningxin Zheng, Quan Chen, Chao Li, Wenli Zheng, Minyi Guo:
CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters. ICCD 2021: 307-315 - [c50]Xiaofeng Hou, Chao Li, Jiacheng Liu
, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, Minyi Guo:
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. IPDPS 2021: 797-806 - [c49]Liang Zhang, Wenli Zheng
, Chao Li, Yao Shen, Minyi Guo:
AuTraScale: An Automated and Transfer Learning Solution for Streaming System Auto-Scaling. IPDPS 2021: 912-921 - [c48]Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. SC 2021: 15 - [i7]Zhihui Zhang, Jingwen Leng, Shuwen Lu, Youshan Miao, Yijia Diao, Minyi Guo, Chao Li, Yuhao Zhu:
ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration. CoRR abs/2107.08709 (2021) - 2020
- [j20]Zhihui Zhang
, Jingwen Leng
, Lingxiao Ma, Youshan Miao
, Chao Li
, Minyi Guo
:
Architectural Implications of Graph Neural Networks. IEEE Comput. Archit. Lett. 19(1): 59-62 (2020) - [j19]Dongliang Xue
, Linpeng Huang
, Chao Li, Chentao Wu:
Dapper: An Adaptive Manager for Large-Capacity Persistent Memory. Computer 53(3): 11-13 (2020) - [j18]Mengze Wei, Wenyi Zhao, Quan Chen, Hao Dai, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo:
Predicting and reining in application-level slowdown on spatial multitasking GPUs. J. Parallel Distributed Comput. 141: 99-114 (2020) - [c47]Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo:
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. COLING 2020: 3853-3860 - [c46]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. DAC 2020: 1-6 - [c45]Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo:
CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. ICDCS 2020: 853-863 - [c44]Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng
, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo:
OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment. ICPP 2020: 71:1-71:11 - [c43]Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, Minyi Guo:
Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers. IPDPS 2020: 718-727 - [c42]Zihan Liu
, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo:
DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. ISPA/BDCloud/SocialCom/SustainCom 2020: 118-127 - [c41]Xiaofeng Hou, Chao Li, Jiacheng Liu
, Lu Zhang, Yang Hu, Minyi Guo:
ANT-man: towards agile power management in the microservice era. SC 2020: 78 - [i6]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. CoRR abs/2002.08326 (2020) - [i5]Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo:
Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters. CoRR abs/2005.02088 (2020) - [i4]Zhihui Zhang, Jingwen Leng, Lingxiao Ma, Youshan Miao, Chao Li, Minyi Guo:
Architectural Implications of Graph Neural Networks. CoRR abs/2009.00804 (2020) - [i3]Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo:
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. CoRR abs/2011.00943 (2020) - [i2]Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo:
DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. CoRR abs/2011.05630 (2020)
2010 – 2019
- 2019
- [j17]Yuzhen Huang, Yingjie Shi, Zheng Zhong, Yihui Feng, James Cheng, Jiwei Li, Haochuan Fan, Chao Li, Tao Guan, Jingren Zhou:
Yugong: Geo-Distributed Data and Job Placement at Scale. Proc. VLDB Endow. 12(12): 2155-2169 (2019) - [j16]Han Zhao, Quan Chen
, Yuxian Qiu, Ming Wu, Yao Shen, Jingwen Leng, Chao Li, Minyi Guo:
Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. ACM Trans. Archit. Code Optim. 15(4): 55:1-55:26 (2019) - [j15]Dongliang Xue
, Linpeng Huang
, Chao Li
, Chentao Wu:
Dapper: An Adaptive Manager for Large-Capacity Persistent Memory. IEEE Trans. Computers 68(7): 1019-1034 (2019) - [j14]Yuhai Cao
, Chao Li
, Jing Wang
, Weigong Zhang, Quan Chen
, Jingwen Leng, Bin Yao
, Yao Shen, Minyi Guo
:
DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh. IEEE Trans. Computers 68(11): 1584-1596 (2019) - [j13]Peitian Pan, Chao Li
, Minyi Guo
:
CongraPlus: Towards Efficient Processing of Concurrent Graph Queries on NUMA Machines. IEEE Trans. Parallel Distributed Syst. 30(9): 1990-2002 (2019) - [c40]Weixin Deng, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo:
PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms. Bench 2019: 101-109 - [c39]Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
Adversarial Defense Through Network Profiling Based Path Extraction. CVPR 2019: 4777-4786 - [c38]Jianzong Wang
, Zhangcheng Huang, Lingwei Kong, Jing Xiao, Pengyu Wang, Lu Zhang, Chao Li:
Performance of Training Sparse Deep Neural Networks on GPUs. HPEC 2019: 1-5 - [c37]Xiaofeng Hou, Jiacheng Liu
, Chao Li, Minyi Guo:
Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era. ICPP 2019: 10:1-10:10 - [c36]Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo:
When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. ICPP 2019: 13:1-13:10 - [c35]