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Journal Articles
- 2024
[j54]Heng Lin, Zhiyong Wang, Shipeng Qi, Xiaowei Zhu, Chuntao Hong, Wenguang Chen, Yingwei Luo:
Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores. Big Data Min. Anal. 7(1): 156-170 (2024)- [j53]Shuyuan Zhang
, Wenguang Chen, Jinjun Xu, Tianyu Xie:
Use of interpretable machine learning approaches for quantificationally understanding the performance of steel fiber-reinforced recycled aggregate concrete: From the perspective of compressive strength and splitting tensile strength. Eng. Appl. Artif. Intell. 137: 109170 (2024) - [j52]Zheng Chen, Feng Zhang, Yang Chen, Xiaokun Fang, Guanyu Feng, Xiaowei Zhu, Wenguang Chen, Xiaoyong Du:
Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries. Proc. VLDB Endow. 17(11): 3003-3016 (2024) - 2023
- [j51]Zhijian Liu, Wenguang Chen, Li Peng, Liang Zheng, Shuang Wen:
An Improved IPOS LLC Resonant Converter With Sub-Module Output Voltage Sharing in Low Ripple High-Voltage Applications. IEEE Access 11: 115316-115329 (2023) - [j50]Huanqi Cao, Shizhi Tang, Qianchao Zhu, Bowen Yu, Wenguang Chen:
Mat2Stencil: A Modular Matrix-Based DSL for Explicit and Implicit Matrix-Free PDE Solvers on Structured Grid. Proc. ACM Program. Lang. 7(OOPSLA2): 686-715 (2023) - [j49]Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie:
A Comprehensive Survey on Distributed Training of Graph Neural Networks. Proc. IEEE 111(12): 1572-1606 (2023) - [j48]Wenguang Chen, Xiao Wang, Binglong Yan, Junjie Chen, Tingchen Jiang, Jialong Sun:
Gas Plume Target Detection in Multibeam Water Column Image Using Deep Residual Aggregation Structure and Attention Mechanism. Remote. Sens. 15(11): 2896 (2023) - [j47]Guanyu Feng, Huanqi Cao, Xiaowei Zhu, Bowen Yu, Yuanwei Wang, Zixuan Ma, Shengqi Chen, Wenguang Chen:
TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs. ACM Trans. Storage 19(2): 15:1-15:30 (2023) - [j46]Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Zening Liu, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Yang Cao, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao:
Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments. IEEE Wirel. Commun. 30(3): 86-95 (2023) - 2022
- [j45]Jidong Zhai, Liyan Zheng, Feng Zhang, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, Wenguang Chen:
Detecting Performance Variance for Parallel Applications Without Source Code. IEEE Trans. Parallel Distributed Syst. 33(10): 4239-4255 (2022) - [j44]Jianqiang Huang, Haojie Wang, Xiang Fei, Xiaoying Wang, Wenguang Chen:
$TC-Stream$TC-Stream: Large-Scale Graph Triangle Counting on a Single Machine Using GPUs. IEEE Trans. Parallel Distributed Syst. 33(11): 3067-3078 (2022) - [j43]Jidong Zhai, Liyan Zheng, Jinghan Sun, Feng Zhang, Xiongchao Tang, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen, Weimin Zheng:
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems. IEEE Trans. Parallel Distributed Syst. 33(12): 3558-3574 (2022) - 2021
- [j42]Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen:
AIPerf: Automated machine learning as an AI-HPC benchmark. Big Data Min. Anal. 4(3): 208-220 (2021) - [j41]Xiaohan Li, Bowen Yu, Guanyu Feng, Haojie Wang, Wenguang Chen:
LotusSQL: SQL engine for high-performance big data systems. Big Data Min. Anal. 4(4): 252-265 (2021) - [j40]Yiming Zhang, Kai Lu, Wenguang Chen:
Processing extreme-scale graphs on China's supercomputers. Commun. ACM 64(11): 60-63 (2021) - [j39]Bowen Yu, Guanyu Feng, Huanqi Cao, Xiaohan Li, Zhenbo Sun, Haojie Wang, Xiaowei Zhu, Weimin Zheng, Wenguang Chen:
Chukonu: A Fully-Featured Big Data Processing System by Efficiently Integrating a Native Compute Engine into Spark. Proc. VLDB Endow. 15(4): 872-885 (2021) - [j38]Xiaowei Zhu, Zhisong Fu, Zhenxuan Pan, Jin Jiang, Chuntao Hong, Yongchao Liu, Yang Fang, Wenguang Chen, Changhua He:
Taking the Pulse of Financial Activities with Online Graph Processing. ACM SIGOPS Oper. Syst. Rev. 55(1): 84-87 (2021) - [j37]Xiongchao Tang, Chen Zhang, Jidong Zhai, Xuehai Qian, Wenguang Chen, Yong Jiang:
A Fast Lock for Explicit Message Passing Architectures. IEEE Trans. Computers 70(10): 1555-1568 (2021) - [j36]Feng Zhang, Jidong Zhai, Bo Wu, Bingsheng He, Wenguang Chen, Xiaoyong Du:
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures. IEEE Trans. Knowl. Data Eng. 33(3): 867-881 (2021) - [j35]Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text analytics directly on compression. VLDB J. 30(2): 163-188 (2021) - 2020
- [j34]Xiaowei Zhu, Marco Serafini, Xiaosong Ma, Ashraf Aboulnaga, Wenguang Chen, Guanyu Feng:
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. Proc. VLDB Endow. 13(7): 1020-1034 (2020) - [j33]Jianqiang Huang, Wei Qin, Xiaoying Wang, Wenguang Chen:
Survey of external memory large-scale graph processing on a multi-core system. J. Supercomput. 76(1): 549-579 (2020) - [j32]Kaiwei Li, Jianfei Chen, Wenguang Chen, Jun Zhu:
SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs. IEEE Trans. Parallel Distributed Syst. 31(9): 2112-2124 (2020) - 2019
- [j31]Wentao Han, Kaiwei Li, Shimin Chen, Wenguang Chen:
Auxo: a temporal graph management system. Big Data Min. Anal. 2(1): 58-71 (2019) - [j30]Rui Zhang, Wenguang Chen, Tse-Chuan Hsu, Hongji Yang, Yeh-Ching Chung:
ANG: a combination of Apriori and graph computing techniques for frequent itemsets mining. J. Supercomput. 75(2): 646-661 (2019) - 2018
- [j29]Wenguang Chen, Xiang-Yang Li:
Welcome to the China region special section. Commun. ACM 61(11): 38 (2018) - [j28]Jun Zhu, Tiejun Huang, Wenguang Chen, Wen Gao:
The future of artificial intelligence in China. Commun. ACM 61(11): 44-45 (2018) - [j27]Yutong Lu, Depei Qian, Haohuan Fu, Wenguang Chen:
Will supercomputers be super-data and super-AI machines? Commun. ACM 61(11): 82-87 (2018) - [j26]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen:
Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights. Proc. VLDB Endow. 11(11): 1522-1535 (2018) - [j25]Xiongchao Tang, Jidong Zhai, Bowen Yu, Wenguang Chen, Weimin Zheng, Keqin Li:
An Efficient In-Memory Checkpoint Method and its Practice on Fault-Tolerant HPL. IEEE Trans. Parallel Distributed Syst. 29(4): 758-771 (2018) - [j24]Maohua Zhu, Youwei Zhuo, Chao Wang, Wenguang Chen, Yuan Xie:
Performance Evaluation and Optimization of HBM-Enabled GPU for Data-Intensive Applications. IEEE Trans. Very Large Scale Integr. Syst. 26(5): 831-840 (2018) - 2017
- [j23]Wenguang Chen, Yugang Niu, Yuanyuan Zou:
Congestion control and energy-balanced scheme based on the hierarchy for WSNs. IET Wirel. Sens. Syst. 7(1): 1-8 (2017) - [j22]Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen:
Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures. IEEE Trans. Parallel Distributed Syst. 28(3): 905-918 (2017) - 2016
- [j21]Jidong Zhai, Feng Zhang, Qingwen Li, Wenguang Chen, Weimin Zheng:
Characterizing and optimizing TPC-C workloads on large-scale systems using SSD arrays. Sci. China Inf. Sci. 59(9): 92104 (2016) - [j20]Haibao Chen, Song Wu, Hai Jin, Wenguang Chen, Jidong Zhai, Yingwei Luo, Xiaolin Wang:
A survey of cloud resource management for complex engineering applications. Frontiers Comput. Sci. 10(3): 447-461 (2016) - [j19]Ying-Ti Liao, Jiazheng Zhou, Chia-Hung Lu, Shih-Chang Chen, Ching-Hsien Hsu, Wenguang Chen, Mon-Fong Jiang, Yeh-Ching Chung:
Data adapter for querying and transformation between SQL and NoSQL database. Future Gener. Comput. Syst. 65: 111-121 (2016) - [j18]Jiangzhou He, Wenguang Chen, Zhizhong Tang:
NestedMP: Enabling cache-aware thread mapping for nested parallel shared memory applications. Parallel Comput. 51: 56-66 (2016) - [j17]Jianfei Chen, Kaiwei Li, Jun Zhu, Wenguang Chen:
WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation. Proc. VLDB Endow. 9(10): 744-755 (2016) - [j16]Jidong Zhai, Wenguang Chen, Weimin Zheng, Keqin Li:
Performance Prediction for Large-Scale Parallel Applications Using Representative Replay. IEEE Trans. Computers 65(7): 2184-2198 (2016) - [j15]Yunyun Jiang, Yi Yang, Tian Xiao, Tianwei Sheng, Wenguang Chen:
DRDDR: a lightweight method to detect data races in Linux kernel. J. Supercomput. 72(4): 1645-1659 (2016) - [j14]Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen, Weimin Zheng:
Building Semi-Elastic Virtual Clusters for Cost-Effective HPC Cloud Resource Provisioning. IEEE Trans. Parallel Distributed Syst. 27(7): 1915-1928 (2016) - 2015
- [j13]Ikjoon Kim, Jidong Zhai, Yan Li, Wenguang Chen:
Optimizing seam carving on multi-GPU systems for real-time content-aware image resizing. J. Supercomput. 71(9): 3500-3524 (2015) - [j12]Shuai Ma, Liang Duan, Wenfei Fan, Chunming Hu, Wenguang Chen:
Extending Conditional Dependencies with Built-in Predicates. IEEE Trans. Knowl. Data Eng. 27(12): 3274-3288 (2015) - [j11]Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen:
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs. ACM Trans. Storage 11(3): 14:1-14:34 (2015) - [j10]Jidong Zhai, Mingliang Liu, Ye Jin, Xiaosong Ma, Wenguang Chen:
Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications. IEEE Trans. Parallel Distributed Syst. 26(12): 3275-3288 (2015) - 2013
- [j9]Hongshan Jiang, Ying Zhao, Wenguang Chen, Weimin Zheng, Xuegong Zhang:
Improving cis-regulatory elements modeling by consensus scaffolded mixture models. Sci. China Inf. Sci. 56(1): 1-11 (2013) - [j8]Dehao Chen, Neil Vachharajani, Robert Hundt, Xinliang D. Li, Stéphane Eranian, Wenguang Chen, Weimin Zheng:
Taming Hardware Event Samples for Precise and Versatile Feedback Directed Optimizations. IEEE Trans. Computers 62(2): 376-389 (2013) - 2012
- [j7]Dehao Chen, Wenguang Chen, Weimin Zheng:
CUDA-Zero: a framework for porting shared memory GPU applications to multi-GPUs. Sci. China Inf. Sci. 55(3): 663-676 (2012) - [j6]Yangyang Zhao, Wentao Han, Ruini Xue, Wenguang Chen:
SMILE: streaming management of applications and data for mobile terminals. Int. J. Cloud Comput. 1(4): 329-350 (2012) - 2011
- [j5]Jianian Yan, Jiangzhou He, Wenguang Chen, Pen-Chung Yew, Weimin Zheng:
ASLOP: A field-access affinity-based structure data layout optimizer. Sci. China Inf. Sci. 54(9): 1769-1783 (2011) - [j4]Jidong Zhai, Tianwei Sheng, Jiangzhou He, Wenguang Chen, Weimin Zheng:
Efficiently Acquiring Communication Traces for Large-Scale Parallel Applications. IEEE Trans. Parallel Distributed Syst. 22(11): 1862-1870 (2011) - 2009
- [j3]Wenguang Chen, Jidong Zhai, Jin Zhang, Weimin Zheng:
LogGPO: An accurate communication model for performance prediction of MPI programs. Sci. China Ser. F Inf. Sci. 52(10): 1785-1791 (2009) - [j2]Wenguang Chen, Wenfei Fan, Shuai Ma:
Incorporating cardinality constraints and synonym rules into conditional functional dependencies. Inf. Process. Lett. 109(14): 783-789 (2009) - 2007
- [j1]Chunhua Liao, Oscar R. Hernandez, Barbara M. Chapman, Wenguang Chen, Weimin Zheng:
OpenUH: an optimizing, portable OpenMP compiler. Concurr. Comput. Pract. Exp. 19(18): 2317-2332 (2007)
Conference and Workshop Papers
- 2024
- [c103]Zhenbo Sun, Huanqi Cao, Yuanwei Wang, Guanyu Feng, Shengqi Chen, Haojie Wang, Wenguang Chen:
AdaPipe: Optimizing Pipeline Parallelism with Adaptive Recomputation and Partitioning. ASPLOS (3) 2024: 86-100 - [c102]Wei Li, Dongjie He, Yujiang Gui, Wenguang Chen, Jingling Xue:
A Context-Sensitive Pointer Analysis Framework for Rust and Its Application to Call Graph Construction. CC 2024: 60-72 - [c101]Ziheng Zhou, Ying Zhao, Haojia Zuo, Wenguang Chen:
Ranking Enhanced Supervised Contrastive Learning for Regression. PAKDD (2) 2024: 15-27 - [c100]Ziheng Zhou, Haojia Zuo, Ying Zhao, Wenguang Chen:
Contrastive Learning Enhanced Diffusion Model for Improving Tropical Cyclone Intensity Estimation with Test-Time Adaptation. ECML/PKDD (9) 2024: 418-434 - 2023
- [c99]Yue Jin, Chengying Huan, Heng Zhang, Yongchao Liu, Shuaiwen Leon Song, Rui Zhao, Yao Zhang, Changhua He, Wenguang Chen:
G-Sparse: Compiler-Driven Acceleration for Generalized Sparse Computation for Graph Neural Networks on Modern GPUs. PACT 2023: 137-149 - [c98]Xiaochen Hao, Mingzhe Zhang, Ce Sun, Zhuofu Tao, Hongbo Rong, Yu Zhang, Lei He, Eric Petit, Wenguang Chen, Yun Liang:
Lasa: Abstraction and Specialization for Productive and Performant Linear Algebra on FPGAs. FCCM 2023: 34-40 - [c97]Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Zhiyuan Liu, Peng Zhang, Yuxiao Dong, Jie Tang:
GLM-130B: An Open Bilingual Pre-trained Model. ICLR 2023 - [c96]Chenxi Wang, Yifan Qiao, Haoran Ma, Shi Liu, Wenguang Chen, Ravi Netravali, Miryung Kim, Guoqing Harry Xu:
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory. NSDI 2023: 161-179 - [c95]Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen:
GraphSet: High Performance Graph Mining through Equivalent Set Transformations. SC 2023: 32:1-32:14 - [c94]Ziheng Zhou, Ying Zhao, Yiyu Qing, Wenming Jiang, Yihan Wu, Wenguang Chen:
A Physics-guided NN-based Approach for Tropical Cyclone Intensity Estimation. SDM 2023: 388-396 - 2022
- [c93]Guanyu Feng, Huanqi Cao, Xiaowei Zhu, Bowen Yu, Yuanwei Wang, Zixuan Ma, Shengqi Chen, Wenguang Chen:
TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs. OSDI 2022: 395-411 - [c92]Liyan Zheng, Jidong Zhai, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, Wenguang Chen:
Vapro: performance variance detection and diagnosis for production-run parallel applications. PPoPP 2022: 150-162 - [c91]Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen:
BaGuaLu: targeting brain scale pretrained models with over 37 million cores. PPoPP 2022: 192-204 - [c90]Huanqi Cao, Yuanwei Wang, Haojie Wang, Heng Lin, Zixuan Ma, Wanwang Yin, Wenguang Chen:
Scaling graph traversal to 281 trillion edges with 40 million cores. PPoPP 2022: 234-245 - [c89]Yuanwei Wang, Huanqi Cao, Zixuan Ma, Wanwang Yin, Wenguang Chen:
Scaling Graph 500 SSSP to 140 Trillion Edges with over 40 Million Cores. SC 2022: 19:1-19:15 - 2021
- [c88]Bowen Yu, Huanqi Cao, Tianyi Shan, Haojie Wang, Xiongchao Tang, Wenguang Chen:
Sparker: Efficient Reduction for More Scalable Machine Learning with Spark. ICPP 2021: 58:1-58:11 - [c87]Yu Zhang, Chunming Hu, Mingliang Zeng, Yitong Huang, Wenguang Chen, Yuanwei Wang:
Encouraging Compiler Optimization Practice for Undergraduate Students through Competition. ITiCSE (1) 2021: 4-10 - [c86]Jiping Yu, Wei Qin, Xiaowei Zhu, Zhenbo Sun, Jianqiang Huang, Xiaohan Li, Wenguang Chen:
DFOGraph: an I/O- and communication-efficient system for distributed fully-out-of-core graph processing. PPoPP 2021: 474-476 - [c85]Guanyu Feng, Zixuan Ma, Daixuan Li, Shengqi Chen, Xiaowei Zhu, Wentao Han, Wenguang Chen:
RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s. SIGMOD Conference 2021: 513-527 - 2019
- [c84]Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen:
HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations. ASPLOS 2019: 153-166 - [c83]Xiongchao Tang, Jidong Zhai, Xuehai Qian, Wenguang Chen:
pLock: A Fast Lock for Architectures with Explicit Inter-core Message Passing. ASPLOS 2019: 765-778 - [c82]Nitish Kumar Srivastava, Hongbo Rong, Prithayan Barua, Guanyu Feng, Huanqi Cao, Zhiru Zhang, David H. Albonesi, Vivek Sarkar, Wenguang Chen, Paul Petersen, Geoff Lowney, Adam Herr, Christopher J. Hughes, Timothy G. Mattson, Pradeep Dubey:
T2S-Tensor: Productively Generating High-Performance Spatial Hardware for Dense Tensor Computations. FCCM 2019: 181-189 - [c81]Jianqiang Huang, Wei Qin, Xiaoying Wang, Wenguang Chen:
Pimiento: A Vertex-Centric Graph-Processing Framework on a Single Machine. ICA3PP (2) 2019: 42-56 - [c80]Xiongchao Tang, Haojie Wang, Xiaosong Ma, Nosayba El-Sayed, Jidong Zhai, Wenguang Chen, Ashraf Aboulnaga:
Spread-n-share: improving application performance and cluster throughput with resource-aware job placement. SC 2019: 12:1-12:15 - 2018
- [c79]Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie:
Bridge the Gap between Neural Networks and Neuromorphic Hardware with a Neural Network Compiler. ASPLOS 2018: 448-460 - [c78]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen:
Zwift: A Programming Framework for High Performance Text Analytics on Compressed Data. ICS 2018: 195-206 - [c77]Xiongchao Tang, Jidong Zhai, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen:
vSensor: leveraging fixed-workload snippets of programs for performance variance detection. PPoPP 2018: 124-136 - [c76]Heng Lin, Xiaowei Zhu, Bowen Yu, Xiongchao Tang, Wei Xue, Wenguang Chen, Lufei Zhang, Torsten Hoefler, Xiaosong Ma, Xin Liu, Weimin Zheng, Jingfang Xu:
ShenTu: processing multi-trillion edge graphs on millions of cores in seconds. SC 2018: 56:1-56:11 - [c75]Haojie Wang, Jidong Zhai, Xiongchao Tang, Bowen Yu, Xiaosong Ma, Wenguang Chen:
Spindle: Informed Memory Access Monitoring. USENIX ATC 2018: 561-574 - 2017
- [c74]Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie:
POSTER: Bridge the Gap Between Neural Networks and Neuromorphic Hardware. PACT 2017: 148-149 - [c73]Kaiwei Li, Jianfei Chen, Wenguang Chen, Jun Zhu:
SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs. ASPLOS 2017: 497-509 - [c72]Feng Zhang, Bo Wu, Jidong Zhai, Bingsheng He, Wenguang Chen:
FinePar: irregularity-aware fine-grained workload partitioning on integrated architectures. CGO 2017: 27-38 - [c71]Xiaohang Lu, Shengqing Wang, Junjie Huang, Wenguang Chen, Zengwang Yan:
What Decides the Dropout in MOOCs? DASFAA Workshops 2017: 316-327 - [c70]Maohua Zhu, Youwei Zhuo, Chao Wang, Wenguang Chen, Yuan Xie:
Performance evaluation and optimization of HBM-Enabled GPU for data-intensive applications. DATE 2017: 1245-1248 - [c69]Heng Lin, Xiongchao Tang, Bowen Yu, Youwei Zhuo, Wenguang Chen, Jidong Zhai, Wanwang Yin, Weimin Zheng:
Scalable Graph Traversal on Sunway TaihuLight with Ten Million Cores. IPDPS 2017: 635-645 - [c68]Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen:
Versapipe: a versatile programming framework for pipelined computing on GPU. MICRO 2017: 587-599 - [c67]Xiongchao Tang, Jidong Zhai, Bowen Yu, Wenguang Chen, Weimin Zheng:
Self-Checkpoint: An In-Memory Checkpoint Method Using Less Space and Its Practice on Fault-Tolerant HPL. PPoPP 2017: 401-413 - 2016
- [c66]Youhui Zhang, Yu Ji, Wenguang Chen, Yuan Xie:
Neural network transformation under hardware constraints. CASES 2016: 8:1 - [c65]Yu Ji, Youhui Zhang, Shuangchen Li, Ping Chi, Cihang Jiang, Peng Qu, Yuan Xie, Wenguang Chen:
NEUTRAMS: Neural network transformation and co-design under neuromorphic hardware constraints. MICRO 2016: 21:1-21:13 - [c64]Xiaowei Zhu, Wenguang Chen, Weimin Zheng, Xiaosong Ma:
Gemini: A Computation-Centric Distributed Graph Processing System. OSDI 2016: 301-316 - [c63]Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang, Dexun Chen, Long Gu, Jinxiu Xu, Nan Ding, Xinliang Wang, Conghui He, Shizhen Xu, Yishuang Liang, Jiarui Fang, Yuanchao Xu, Weijie Zheng, Jingheng Xu, Zhen Zheng, Wanjing Wei, Xu Ji, He Zhang, Bingwei Chen, Kaiwei Li, Xiaomeng Huang, Wenguang Chen, Guangwen Yang:
Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. SC 2016: 969-980 - 2015
- [c62]Wentao Han, Xiaowei Zhu, Ziyan Zhu, Wenguang Chen, Weimin Zheng, Jianguo Lu:
Weibo, and a Tale of Two Worlds. ASONAM 2015: 121-128 - [c61]Su-Shien Ho, Chun-Feng Wu, Jiazheng Zhou, Wenguang Chen, Ching-Hsien Hsu, Hung-Chang Hsiao, Yeh-Ching Chung:
Distributed Metaserver Mechanism and Recovery Mechanism Support in Quantcast File System. COMPSAC 2015: 758-763 - [c60]Yunyun Jiang, Tian Xiao, Jidong Zhai, Ying Zhao, Wenguang Chen:
A Power-Conserving Online Scheduling Scheme for Video Streaming Services. ICA3PP (1) 2015: 133-154 - [c59]Yunyun Jiang, Xiaosong Ma, Wenguang Chen:
Cost-Effective Resource Configuration for Cloud Video Streaming Services. ICPADS 2015: 430-439 - [c58]James Dinan, Wenguang Chen, Xiaosong Ma, Pavan Balaji, Satoshi Matsuoka, Jiayuan Meng, Yunquan Zhang:
AsHES Introduction and Committees. IPDPS Workshops 2015: 591-592 - [c57]Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang:
To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures. MASCOTS 2015: 89-92 - [c56]Lyu-Wei Wang, Shih-Chang Chen, Wenguang Chen, Hung-Chang Hsiao, Yeh-Ching Chung:
BiFennel: Fast Bipartite Graph Partitioning Algorithm for Big Data. SmartCity 2015: 715-720 - [c55]Xiaowei Zhu, Wentao Han, Wenguang Chen:
GridGraph: Large-Scale Graph Processing on a Single Machine Using 2-Level Hierarchical Partitioning. USENIX ATC 2015: 375-386 - 2014
- [c54]Yunyun Jiang, Yi Yang, Tian Xiao, Tianwei Sheng, Wenguang Chen:
Kernel data race detection using debug register in Linux. COOL Chips 2014: 1-3 - [c53]Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen:
Chronos: a graph engine for temporal graph analysis. EuroSys 2014: 1:1-1:14 - [c52]Ikjoon Kim, Jidong Zhai, Yan Li, Wenguang Chen:
Optimizing Seam Carving on multi-GPU systems for real-time image resizing. ICPADS 2014: 616-623 - [c51]Jiangzhou He, Wenguang Chen, Zhizhong Tang:
NestedMP: Taming Complex Configuration Space of Degree of Parallelism for Nested-Parallel Programs. ICPP Workshops 2014: 339-348 - [c50]Tian Xiao, Jiaxing Zhang, Hucheng Zhou, Zhenyu Guo, Sean McDirmid, Wei Lin, Wenguang Chen, Lidong Zhou:
Nondeterminism in MapReduce considered harmful? an empirical study on non-commutative aggregators in MapReduce programs. ICSE Companion 2014: 44-53 - [c49]Tian Xiao, Zhenyu Guo, Hucheng Zhou, Jiaxing Zhang, Xu Zhao, Chencheng Ye, Xi Wang, Wei Lin, Wenguang Chen, Lidong Zhou:
Cybertron: pushing the limit on I/O reduction in data-parallel programs. OOPSLA 2014: 895-908 - [c48]Jidong Zhai, Jianfei Hu, Xiongchao Tang, Xiaosong Ma, Wenguang Chen:
CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression. SC 2014: 143-153 - 2013
- [c47]Shi Feng, Hong Zhang, Wenguang Chen:
Shall I Use Heterogeneous Data Centers? - A Case Study on Video on Demand Systems. HPCC/EUC 2013: 557-564 - [c46]Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen:
ACIC: automatic cloud I/O configurator for parallel applications. HPDC 2013: 111-112 - [c45]Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen:
ACIC: automatic cloud I/O configurator for HPC applications. SC 2013: 38:1-38:12 - [c44]Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen:
Cost-effective cloud HPC resource provisioning by building semi-elastic virtual clusters. SC 2013: 56:1-56:12 - 2012
- [c43]Wenguang Chen, Yangyang Li, Haoyi Wang, I-Jen Chiang:
Parameter estimation of Conditional Random Fields model based on cloud computing. GrC 2012: 59-62 - [c42]Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Mingliang Liu, Yan Zhai, Wenguang Chen, Weimin Zheng:
Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems. JSSPP 2012: 36-55 - [c41]Ze Tang, Heng Lin, Kaiwei Li, Wentao Han, Wenguang Chen:
Acolyte: An In-Memory Social Network Query System. WISE 2012: 755-763 - 2011
- [c40]Jiangzhou He, Wenguang Chen, Guangri Chen, Weimin Zheng, Zhizhong Tang, Handong Ye:
OpenMDSP: Extending OpenMP to Program Multi-Core DSP. PACT 2011: 288-297 - [c39]Mingliang Liu, Jidong Zhai, Yan Zhai, Xiaosong Ma, Wenguang Chen:
One optimized I/O configuration per HPC application: leveraging the configurability of cloud. APSys 2011: 15 - [c38]Tianwei Sheng, Neil Vachharajani, Stéphane Eranian, Robert Hundt, Wenguang Chen, Weimin Zheng:
RACEZ: a lightweight and non-invasive race detection tool for production applications. ICSE 2011: 401-410 - [c37]Hucheng Zhou, Wenguang Chen, Fred C. Chow:
An SSA-based algorithm for optimal speculative code motion under an execution profile. PLDI 2011: 98-108 - [c36]Yan Zhai, Mingliang Liu, Jidong Zhai, Xiaosong Ma, Wenguang Chen:
Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications. SC State of the Practice Reports 2011: 11:1-11:10 - 2010
- [c35]Chuntao Hong, Dehao Chen, Wenguang Chen, Weimin Zheng, Haibo Lin:
MapCG: writing parallel program portable between CPU and GPU. PACT 2010: 217-226 - [c34]Dehao Chen, Neil Vachharajani, Robert Hundt, Shih-wei Liao, Vinodha Ramasamy, Paul Yuan, Wenguang Chen, Weimin Zheng:
Taming hardware event samples for FDO compilation. CGO 2010: 42-52 - [c33]Jianian Yan, Jiangzhou He, Wentao Han, Wenguang Chen, Weimin Zheng:
How OpenMP Applications Get More Benefit from Many-Core Era. IWOMP 2010: 83-95 - [c32]Yao Shi, Soyeon Park, Zuoning Yin, Shan Lu, Yuanyuan Zhou, Wenguang Chen, Weimin Zheng:
Do I use the wrong definition?: DeFuse: definition-use invariants for detecting concurrency and sequential bugs. OOPSLA 2010: 160-174 - [c31]Jidong Zhai, Wenguang Chen, Weimin Zheng:
PHANTOM: predicting performance of parallel applications on large-scale parallel machines using a single node. PPoPP 2010: 305-314 - 2009
- [c30]Xing Zhou, Wenguang Chen, Weimin Zheng:
Cache Sharing Management for Performance Fairness in Chip Multiprocessors. PACT 2009: 384-393 - [c29]Hongshan Jiang, Ying Zhao, Wenguang Chen, Weimin Zheng:
Extracting Maximal Degenerate Motifs Based on a Suffix Tree. BIOCOMP 2009: 550-556 - [c28]Wenguang Chen, Wenfei Fan, Shuai Ma:
Analyses and Validation of Conditional Dependencies with Built-in Predicates. DEXA 2009: 576-591 - [c27]Jin Zhang, Jidong Zhai, Wenguang Chen, Weimin Zheng:
Process Mapping for MPI Collective Communications. Euro-Par 2009: 81-92 - [c26]Zhichao Cao, Shiming Xu, Wei Xue, Wenguang Chen:
Improving Dense Linear Equation Solver on Hybrid CPU-GPU System. ISPAN 2009: 556-562 - [c25]Ruini Xue, Xuezheng Liu, Ming Wu, Zhenyu Guo, Wenguang Chen, Weimin Zheng, Zheng Zhang, Geoffrey M. Voelker:
MPIWiz: subgroup reproducible replay of mpi applications. PPoPP 2009: 251-260 - [c24]Jidong Zhai, Tianwei Sheng, Jiangzhou He, Wenguang Chen, Weimin Zheng:
FACT: fast communication trace collection for parallel applications through program slicing. SC 2009 - 2008
- [c23]Jing Zheng, Wenguang Chen, Yurong Chen, Yimin Zhang, Ying Zhao, Weimin Zheng:
Parallelization of spectral clustering algorithm on multi-core processors and GPGPU. ACSAC 2008: 1-8 - [c22]Chuntao Hong, Wenguang Chen, Weimin Zheng, Jiulong Shan, Yurong Chen, Yimin Zhang:
Parallelization and Characterization of Probabilistic Latent Semantic Analysis. ICPP 2008: 628-635 - [c21]Jiaqi Zhang, Zhiyi Huang, Wenguang Chen, Qihang Huang, Weimin Zheng:
Maotai: View-Oriented Parallel Programming on CMT Processors. ICPP 2008: 636-643 - [c20]Ruini Xue, Wenguang Chen, Weimin Zheng:
CprFS: a user-level file system to support consistent file states for checkpoint and restart. ICS 2008: 114-123 - [c19]Jiaqi Zhang, Wenguang Chen, Xinmin Tian, Weimin Zheng:
Exploring the Emerging Applications for Transactional Memory. PDCAT 2008: 474-480 - 2007
- [c18]Zhiyi Huang, Wenguang Chen:
Revisit of View-Oriented Parallel Programming. CCGRID 2007: 801-810 - [c17]Shuang Han, Wenguang Chen, Heng Wang:
History Based User Interest Modeling in WWW Access. HCI (3) 2007: 308-312 - [c16]Haifeng Shang, Jiaqi Zhang, Wenguang Chen, Weimin Zheng, Zhiyi Huang:
Performance Evaluation of View-Oriented Parallel Programming on Cluster of Computers. HPCC 2007: 120-131 - [c15]Wenguang Chen, Chuntao Hong:
PBB: a parallel bioinformatics benchmark suite for shared memory multiprocessors. China HPC 2007: 141-144 - 2006
- [c14]Zhiyi Huang, Wenguang Chen, Martin K. Purvis, Weimin Zheng:
VODCA: View-Oriented, Distributed, Cluster-Based Approach to Parallel Computing. CCGRID 2006: 15 - [c13]Kang Chen, Zhiteng Huang, Bingchen Li, Eric Huang, Hrabri L. Rajic, Robert H. Kuhn, Wenguang Chen:
Distributed File Streamer: A Framework for Distributed Application Data Coupling. GRID 2006: 168-175 - [c12]Hu Chen, Wenguang Chen, Jian Huang, Bob Robert H. Kuhn:
MPIPP: an automatic profile-guided parallel process placement toolset for SMP clusters and multiclusters. ICS 2006: 353-360 - [c11]Dehao Chen, Chunrong Lai, Wei Hu, Wenguang Chen, Yimin Zhang, Weimin Zheng:
Tree partition based parallel frequent pattern mining on shared memory systems. IPDPS 2006 - [c10]Xi Deng, Eric Li, Jiulong Shan, Wenguang Chen:
Parallel implementation and performance characterization of MUSCLE. IPDPS 2006 - [c9]Hongshan Jiang, Chunrong Lai, Wenguang Chen, Yurong Chen, Wei Hu, Weimin Zheng, Yimin Zhang:
Parallelization of module network structure learning and performance tuning on SMP. IPDPS 2006 - 2005
- [c8]Shiming Xu, Wenguang Chen, Weimin Zheng, Tao Wang, Yimin Zhang:
Hierarchical Parallel Simulated Annealing and Its Applications. ICA3PP 2005: 293-300 - [c7]Wenguang Chen, Feiyun Jiang, Weimin Zheng, Peinan Zhang:
A Dynamic Energy Conservation Scheme for Clusters in Computing Centers. ICESS 2005: 244-255 - [c6]Long Liu, Wei Hu, Chunrong Lai, Hongshan Jiang, Wenguang Chen, Weimin Zheng, Yimin Zhang:
Parallel Module Network Learning on Distributed Memory Multiprocessors. ICPP Workshops 2005: 129-134 - [c5]Eric Q. Li, Zhengqing Ouyang, Xi Deng, Yimin Zhang, Wenguang Chen:
Parallel Implementation of SEMPHY - a Structural EM Algorithm for Phylogenetic Reconstruction. PARCO 2005: 631-638 - [c4]Weimin Zheng, Wenguang Chen, Youhui Zhang, Ruini Xue:
Thckpt: Transparent Checkpointing of Linux Processes Under IA-64. PDPTA 2005: 325-331 - 2004
- [c3]Wenguang Chen, Dingxing Wang, Weimin Zheng:
A Single Thread Discrete Event Simulation Toolkit for Java: STSimJ. International Conference on Computational Science 2004: 1131-1137 - [c2]Justin J. Song, Eric Q. Li, Wei Hu, Steven Ge, Chunrong Lai, Yimin Zhang, Xuegong Zhang, Wenguang Chen, Weimin Zheng:
Parallelization of Bayesian Network based SNPs Pattern Analysis and Performance Characterization on SMP/HT. ICPADS 2004: 315-322 - 2003
- [c1]Wenguang Chen, Weimin Zheng, Guangwen Yang:
On the Malicious Participants Problem in Computational Grid. GCC (1) 2003: 839-848
Editorship
- 2018
- [e2]Yunhao Liu, Wenguang Chen, Xinbing Wang:
Proceedings of ACM Turing Celebration Conference - China, TURC 2018, Shanghai, China, May 19-20, 2018. ACM 2018 [contents] - 2016
- [e1]Guang R. Gao, Depei Qian, Xinbo Gao, Barbara M. Chapman, Wenguang Chen:
Network and Parallel Computing - 13th IFIP WG 10.3 International Conference, NPC 2016, Xi'an, China, October 28-29, 2016, Proceedings. Lecture Notes in Computer Science 9966, 2016, ISBN 978-3-319-47098-6 [contents]
Informal and Other Publications
- 2024
- [i21]Lei Liang, Mengshu Sun, Zhengke Gui, Zhongshu Zhu, Zhouyu Jiang, Ling Zhong, Yuan Qu, Peilong Zhao, Zhongpu Bo, Jin Yang, Huaidong Xiong, Lin Yuan, Jun Xu, Zaoyang Wang, Zhiqiang Zhang, Wen Zhang, Huajun Chen, Wenguang Chen, Jun Zhou:
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation. CoRR abs/2409.13731 (2024) - [i20]Zhicong Huang, Wen-jie Lu, Yuchen Wang, Cheng Hong, Tao Wei, Wenguang Chen:
Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits. IACR Cryptol. ePrint Arch. 2024: 1372 (2024) - [i19]Jingyu Li, Zhicong Huang, Min Zhang, Jian Liu, Cheng Hong, Tao Wei, Wenguang Chen:
PANTHER: Private Approximate Nearest Neighbor Search in the Single Server Setting. IACR Cryptol. ePrint Arch. 2024: 1774 (2024) - 2023
- [i18]Ye Dong, Wen-jie Lu, Yancheng Zheng, Haoqi Wu, Derun Zhao, Jin Tan, Zhicong Huang, Cheng Hong, Tao Wei, Wenguang Chen:
PUMA: Secure Inference of LLaMA-7B in Five Minutes. CoRR abs/2307.12533 (2023) - [i17]Wen-jie Lu, Zhicong Huang, Zhen Gu, Jingyu Li, Jian Liu, Kui Ren, Cheng Hong, Tao Wei, Wenguang Chen:
BumbleBee: Secure Two-party Inference Framework for Large Transformers. IACR Cryptol. ePrint Arch. 2023: 1678 (2023) - 2022
- [i16]Daning Cheng, Wenguang Chen:
Quantization in Layer's Input is Matter. CoRR abs/2202.05137 (2022) - [i15]Chenxi Wang, Yifan Qiao, Haoran Ma, Shi Liu, Yiying Zhang, Wenguang Chen, Ravi Netravali, Miryung Kim, Guoqing Harry Xu:
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory. CoRR abs/2203.09615 (2022) - [i14]Huanqi Cao, Shizhi Tang, Bowen Yu, Wenguang Chen:
Programming Matrices as Staged Sparse Rows to Generate Efficient Matrix-free Differential Equation Solver. CoRR abs/2204.13304 (2022) - [i13]Daning Cheng, Wenguang Chen:
Mixed-Precision Inference Quantization: Radically Towards Faster inference speed, Lower Storage requirement, and Lower Loss. CoRR abs/2207.10083 (2022) - [i12]Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Wei Xu, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao:
Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments. CoRR abs/2208.01190 (2022) - [i11]Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Peng Zhang, Yuxiao Dong, Jie Tang:
GLM-130B: An Open Bilingual Pre-trained Model. CoRR abs/2210.02414 (2022) - [i10]Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie:
A Comprehensive Survey on Distributed Training of Graph Neural Networks. CoRR abs/2211.05368 (2022) - 2021
- [i9]Jiping Yu, Wei Qin, Xiaowei Zhu, Zhenbo Sun, Jianqiang Huang, Xiaohan Li, Wenguang Chen:
DFOGraph: An I/O- and Communication-Efficient System for Distributed Fully-out-of-Core Graph Processing. CoRR abs/2101.06911 (2021) - [i8]Houyi Li, Yongchao Liu, Yongyong Li, Bin Huang, Peng Zhang, Guowei Zhang, Xintan Zeng, Kefeng Deng, Wenguang Chen, Changhua He:
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy. CoRR abs/2104.10569 (2021) - 2020
- [i7]Guanyu Feng, Zixuan Ma, Daixuan Li, Xiaowei Zhu, Yanzheng Cai, Wentao Han, Wenguang Chen:
RisGraph: A Real-Time Streaming System for Evolving Graphs. CoRR abs/2004.00803 (2020) - [i6]Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen:
AIPerf: Automated machine learning as an AI-HPC benchmark. CoRR abs/2008.07141 (2020) - [i5]Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text Analytics Directly on Compression. CoRR abs/2009.09442 (2020) - 2019
- [i4]Xiaowei Zhu, Guanyu Feng, Marco Serafini, Xiaosong Ma, Jiping Yu, Lei Xie, Ashraf Aboulnaga, Wenguang Chen:
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. CoRR abs/1910.05773 (2019) - 2018
- [i3]Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie:
Bridging the Gap Between Neural Networks and Neuromorphic Hardware with A Neural Network Compiler. CoRR abs/1801.00746 (2018) - 2016
- [i2]Kaiwei Li, Jianfei Chen, Wenguang Chen, Jun Zhu:
SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs. CoRR abs/1610.02496 (2016) - 2015
- [i1]Jianfei Chen, Kaiwei Li, Jun Zhu, Wenguang Chen:
WarpLDA: a Simple and Efficient O(1) Algorithm for Latent Dirichlet Allocation. CoRR abs/1510.08628 (2015)
Coauthor Index
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