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Journal Articles
- 2025
[j35]Zhuowen Xiang
, Caiyan Tian, Yunpeng Dai, Hongyu Xiang, Lili Huang, Xinqiao Liu, Youhui Zhang:
Research and Application of Digital Twin and Simulation Teaching Methodology in DVOR. IEEE Access 13: 27487-27506 (2025)- [j34]Xiangming Lu, Jiangbo Qian, Chong Wang, Diqun Yan, Youhui Zhang:
Improving crowdsourced label quality by peer-to-peer federated learning. Appl. Intell. 55(11): 805 (2025) - 2023
- [j33]Peng Qu, Hui Lin, Meng Pang, Xiaofei Liu, Weimin Zheng, Youhui Zhang:
ENLARGE: An Efficient SNN Simulation Framework on GPU Clusters. IEEE Trans. Parallel Distributed Syst. 34(9): 2529-2540 (2023) - 2022
- [j32]Peng Qu, Le Yang, Weimin Zheng, Youhui Zhang:
A review of basic software for brain-inspired computing. CCF Trans. High Perform. Comput. 4(1): 34-42 (2022) - [j31]Xuanzheng Wang, Changwang Li, Chengqi Yi, Xinan Xu, Jiandong Wang, Youhui Zhang:
EcoForecast: An interpretable data-driven approach for short-term macroeconomic forecasting using N-BEATS neural network. Eng. Appl. Artif. Intell. 114: 105072 (2022) - [j30]Youhui Zhang, Yiran Chen, Yuanyuan Mi:
Editorial: Machine learning for computational neural modeling and data analyses. Frontiers Comput. Neurosci. 16 (2022) - [j29]Jianhui Han, Xiang Fei, Zhaolin Li, Youhui Zhang:
Polyhedral-Based Compilation Framework for In-Memory Neural Network Accelerators. ACM J. Emerg. Technol. Comput. Syst. 18(1): 15:1-15:23 (2022) - 2021
- [j28]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) - [j27]Yu Ji, Zixin Liu, Youhui Zhang:
A Reduced Architecture for ReRAM-Based Neural Network Accelerator and Its Software Stack. IEEE Trans. Computers 70(3): 316-331 (2021) - 2020
- [j26]Jianhui Han, He Liu, Mingyu Wang, Zhaolin Li, Youhui Zhang:
ERA-LSTM: An Efficient ReRAM-Based Architecture for Long Short-Term Memory. IEEE Trans. Parallel Distributed Syst. 31(6): 1328-1342 (2020) - [j25]Peng Qu, Youhui Zhang, Xiang Fei, Weimin Zheng:
High Performance Simulation of Spiking Neural Network on GPGPUs. IEEE Trans. Parallel Distributed Syst. 31(11): 2510-2523 (2020) - 2019
- [j24]He Liu, Jianhui Han, Youhui Zhang:
A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration. IEEE Comput. Archit. Lett. 18: 63-66 (2019) - 2017
- [j23]Yanhua Li, Youhui Zhang, Cihang Jiang, Weiming Zheng:
Hardware support for message-passing in chip multi-processors. Int. J. High Perform. Comput. Netw. 10(4/5): 391-402 (2017) - [j22]Peng Qu, Jin Yan, Youhui Zhang, Guang R. Gao:
Parallel Turing Machine, a Proposal. J. Comput. Sci. Technol. 32(2): 269-285 (2017) - [j21]Chao Wang, Xi Li, Yunji Chen, Youhui Zhang, Oliver Diessel, Xuehai Zhou:
Service-Oriented Architecture on FPGA-Based MPSoC. IEEE Trans. Parallel Distributed Syst. 28(10): 2993-3006 (2017) - 2016
- [j20]Yu Ji, Youhui Zhang, Weimin Zheng:
Modelling Spiking Neural Network from the Architecture Evaluation Perspective. J. Comput. Sci. Technol. 31(1): 50-59 (2016) - [j19]Youhui Zhang, Peng Qu, Cihang Jiang, Weimin Zheng:
A Cloud Gaming System Based on User-Level Virtualization and Its Resource Scheduling. IEEE Trans. Parallel Distributed Syst. 27(5): 1239-1252 (2016) - 2015
- [j18]Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang:
Solving the Global Atmospheric Equations through Heterogeneous Reconfigurable Platforms. ACM Trans. Reconfigurable Technol. Syst. 8(2): 11:1-11:16 (2015) - 2013
- [j17]Youhui Zhang, Ziqiang Qian, Weimin Zheng:
Employing intelligence in object-based storage devices to provide attribute-based file access. Sci. China Inf. Sci. 56(3): 1-10 (2013) - [j16]Youhui Zhang, Yanhua Li, Weimin Zheng:
Automatic software deployment using user-level virtualization for cloud-computing. Future Gener. Comput. Syst. 29(1): 323-329 (2013) - 2012
- [j15]Youhui Zhang, Xiaoguo Dong, Siqing Gan, Weimin Zheng:
A Performance Model for Network-on-Chip Wormhole Routers. J. Comput. 7(1): 76-84 (2012) - [j14]Ye Zhao, Shujuan Liu, Youhui Zhang:
Spatial Density Voronoi Diagram and Construction. J. Comput. 7(8): 2007-2014 (2012) - 2011
- [j13]Youhui Zhang, Gelin Su, Weimin Zheng:
A user-space file system for on-demand legacy desktop software. Sci. China Inf. Sci. 54(6): 1142-1150 (2011) - [j12]Youhui Zhang, Hongyi Wang, Dongsheng Wang, Weimin Zheng:
Employing Object-Based Storage Devices to Embed File Access Control in Storage. Intell. Autom. Soft Comput. 17(1): 1-11 (2011) - [j11]Youhui Zhang, Xiaoguo Dong, Siqing Gan, Weimin Zheng:
Model of Network-on-Chip routers and performance analysis. IEICE Electron. Express 8(13): 986-993 (2011) - 2010
- [j10]Li Liu, Youhui Zhang, Li Liu, Guangwen Yang, Weimin Zheng:
Efficient Monte Carlo-based options pricing on graphics processors and its optimizations. Sci. China Inf. Sci. 53(9): 1703-1712 (2010) - [j9]Youhui Zhang, Gelin Su, Weimin Zheng:
Converting Legacy Desktop Applications into On-Demand Personalized Software. IEEE Trans. Serv. Comput. 3(4): 306-321 (2010) - 2009
- [j8]Youhui Zhang, Yuejian Xie, Weimin Zheng:
Optimized mapping of pixels into memory for H.264/AVC decoding. IEICE Electron. Express 6(6): 283-289 (2009) - [j7]Youhui Zhang, Weimin Zheng:
Codec-on-Demand Based on User-Level Virtualization. IEICE Trans. Inf. Syst. 92-D(12): 2422-2429 (2009) - 2005
- [j6]Youhui Zhang, Dongsheng Wong, Weimin Zheng:
User-level checkpoint and recovery for LAM/MPI. ACM SIGOPS Oper. Syst. Rev. 39(3): 72-81 (2005) - 2003
- [j5]Youhui Zhang, Weimin Zheng:
User-level communication based cooperative caching. ACM SIGOPS Oper. Syst. Rev. 37(1): 23-33 (2003) - 2002
- [j4]Yun Mao, Youhui Zhang, Dongsheng Wang, Weimin Zheng:
LND: A Reliable Multi-Tier Storage Device in NOW. ACM SIGOPS Oper. Syst. Rev. 36(1): 70-80 (2002) - [j3]Youhui Zhang, Dongsheng Wang:
A checkpoint-based high availability run-time system for Windows NT clusters. ACM SIGOPS Oper. Syst. Rev. 36(2): 12-18 (2002) - 2001
- [j2]Youhui Zhang, Dongsheng Wang, Weimin Zheng:
Transparent Checkpointing and Rollback Recovery Mechanism for Windows NT Applications. ACM SIGOPS Oper. Syst. Rev. 35(2): 78-85 (2001) - 1999
- [j1]Dan Pei, Dongsheng Wang, Youhui Zhang, Meiming Shen:
Quasi-Asynchronous Migration: A Novel Migration Protocol for PVM Tasks. ACM SIGOPS Oper. Syst. Rev. 33(2): 5-14 (1999)
Conference and Workshop Papers
- 2025
- [c50]Tingji Zhang, Boris Grot, Wenjian He, Yashuai Lv, Peng Qu, Fang Su, Wenxin Wang, Guowei Zhang, Xuefeng Zhang, Youhui Zhang:
Hierarchical Prefetching: A Software-Hardware Instruction Prefetcher for Server Applications. ASPLOS (2) 2025: 529-544 - [c49]Xuanzheng Wang, Shuo Miao, Zihan Zhu, Peng Qu, Youhui Zhang:
AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPUs for LLM Inference. Euro-Par (2) 2025: 193-206 - 2024
- [c48]Xuanzheng Wang, Shuo Miao, Peng Qu, Youhui Zhang:
DTrans: A Dataflow-transformation FPGA Accelerator with Nonlinear-operators fusion aiming for the Generative Model. FPL 2024: 339-345 - [c47]Zhongzhu Pu, Guangda Zhang, Tiejian Zhang, Chen Zhang, Youhui Zhang, Xia Zhao:
ChameSC: Virtualizing Superscalar Core of a SIMD Architecture for Vector Memory Access. ICCD 2024: 52-59 - [c46]Xiaoyi Liu, Zhongzhu Pu, Peng Qu, Weimin Zheng, Youhui Zhang:
ActiveN: A Scalable and Flexibly-Programmable Event-Driven Neuromorphic Processor. MICRO 2024: 1122-1137 - [c45]Meng Pang, Xiang Fei, Peng Qu, Youhui Zhang, Zhaolin Li:
A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs. PPoPP 2024: 377-389 - 2023
- [c44]Meng Pang, Yuchen Li, Zhaolin Li, Youhui Zhang:
FABLE: A Development and Computing Framework for Brain-inspired Learning Algorithms. IJCNN 2023: 1-10 - [c43]Zeqing Li, Yongwei Wu, Youhui Zhang:
Multi-Objective Optimization for Floating Point Mix-Precision Tuning. ISLPED 2023: 1-6 - [c42]Renhao Fan, Yikai Cui, Qilin Chen, Mingyu Wang, Youhui Zhang, Weimin Zheng, Zhaolin Li:
MAICC : A Lightweight Many-core Architecture with In-Cache Computing for Multi-DNN Parallel Inference. MICRO 2023: 411-423 - 2022
- [c41]Xiang Fei, Jianhui Han, Jianqiang Huang, Weimin Zheng, Youhui Zhang:
Accelerating Neural Network Training with Processing-in-Memory GPU. CCGRID 2022: 414-421 - [c40]Jiajie Chen, Le Yang, Youhui Zhang:
GaBAN: a generic and flexibly programmable vector neuro-processor on FPGA. DAC 2022: 931-936 - 2021
- [c39]Xiang Fei, Youhui Zhang:
Regu2D: Accelerating Vectorization of SpMV on Intel Processors through 2D-partitioning and Regular Arrangement. ICPP 2021: 77:1-77:11 - 2020
- [c38]Yi-Hsiang Lai, Hongbo Rong, Size Zheng, Weihao Zhang, Xiuping Cui, Yunshan Jia, Jie Wang, Brendan Sullivan, Zhiru Zhang, Yun Liang, Youhui Zhang, Jason Cong, Nithin George, Jose Alvarez, Christopher J. Hughes, Pradeep Dubey:
SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs. ICCAD 2020: 73:1-73:9 - 2019
- [c37]Yu Ji, Youyang Zhang, Xinfeng Xie, Shuangchen Li, Peiqi Wang, Xing Hu, Youhui Zhang, Yuan Xie:
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture. ASPLOS 2019: 733-747 - [c36]Wenqiang Zhang, Xiaochen Peng, Huaqiang Wu, Bin Gao, Hu He, Youhui Zhang, Shimeng Yu, He Qian:
Design Guidelines of RRAM based Neural-Processing-Unit: A Joint Device-Circuit-Algorithm Analysis. DAC 2019: 140 - 2018
- [c35]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 - [c34]Yu Ji, Ling Liang, Lei Deng, Youyang Zhang, Youhui Zhang, Yuan Xie:
TETRIS: TilE-matching the TRemendous Irregular Sparsity. NeurIPS 2018: 4119-4129 - 2017
- [c33]Yu Ji, Youhui Zhang, Wenguang Chen, Yuan Xie:
POSTER: Bridge the Gap Between Neural Networks and Neuromorphic Hardware. PACT 2017: 148-149 - [c32]Youhui Zhang, Youyang Zhang, Yanhua Li, Xiang Fei, Weimin Zheng:
In-Place Irregular Computation for Message-Passing Chip-Multiprocessors. ICPP Workshops 2017: 69-76 - 2016
- [c31]Youhui Zhang, Yu Ji, Wenguang Chen, Yuan Xie:
Neural network transformation under hardware constraints. CASES 2016: 8:1 - [c30]Yanhua Li, Youhui Zhang, Kunpeng Song, Haibin Wang, Weiming Zheng:
Near Data Computation for Message-Passing Chip-Multiprocessors. HPCC/SmartCity/DSS 2016: 703-710 - [c29]Yu Ji, Youhui Zhang, He Liu, Weimin Zheng:
Optimized Mapping Spiking Neural Networks onto Network-on-Chip. ICA3PP 2016: 38-52 - [c28]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 - 2015
- [c27]Yanhua Li, Youhui Zhang, Weimin Zheng:
Position-aware thread-level speculative parallelization for large-scale chip-multiprocessor. Conf. Computing Frontiers 2015: 21:1-21:8 - [c26]Cihang Jiang, Youhui Zhang, Weimin Zheng:
Software-Based Lightweight Multithreading to Overlap Memory-Access Latencies of Commodity Processors. ICPP 2015: 619-628 - 2014
- [c25]Yanhua Li, Youhui Zhang, Jianfeng Yang, Wayne Luk, Guangwen Yang, Weimin Zheng:
An approach of processor core customization for stencil computation. ASAP 2014: 182-183 - [c24]Hongwei Wang, Siyu Lu, Youhui Zhang, Guangwen Yang, Weimin Zheng:
Customized Network-on-Chip for Message Reduction. ICA3PP (1) 2014: 535-548 - 2013
- [c23]Wei Wang, Jun Yao, Youhui Zhang, Wei Xue, Yasuhiko Nakashima, Weimin Zheng:
HW/SW approaches to accelerate GRAPES in an FU array. COOL Chips 2013: 1-3 - [c22]Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang:
Accelerating solvers for global atmospheric equations through mixed-precision data flow engine. FPL 2013: 1-6 - [c21]Youhui Zhang, Peng Qu, Yanhua Li, Hongwei Wang, Weimin Zheng:
Cache Optimizations of Distributed Storage for Software Streaming Services. ICA3PP (1) 2013: 458-467 - [c20]Jie Fan, Song Jiang, Jiwu Shu, Youhui Zhang, Weimin Zhen:
Aegis: partitioning data block for efficient recovery of stuck-at-faults in phase change memory. MICRO 2013: 433-444 - [c19]Youhui Zhang, Peng Qu, Ziqiang Qian, Hongwei Wang, Weimin Zheng:
Software/Hardware Hybrid Network-on-Chip Simulation on FPGA. NPC 2013: 167-178 - 2011
- [c18]Youhui Zhang, Yanhua Li, Weimin Zheng:
Using User-Level Virtualization in Desktop Grid Clients for Application Delivery and Sandboxing. PAAP 2011: 289-293 - 2010
- [c17]Youhui Zhang, Weimin Zheng, Xiaoguo Dong, Siqing Gan:
A Performance Analytical Approach Based on Queuing Model for Network-on-Chip. PAAP 2010: 354-359 - 2008
- [c16]Youhui Zhang, Hongyi Wang, Yu Gu, Dongsheng Wang:
IDRS: Combining File-level Intrusion Detection with Block-level Data Recovery based on iSCSI. ARES 2008: 630-635 - [c15]Chuanyi Liu, Dapeng Ju, Yu Gu, Youhui Zhang, Dongsheng Wang, David H. C. Du:
Semantic Data De-duplication for archival storage systems. ACSAC 2008: 1-9 - [c14]Youhui Zhang, Xiaoling Wang, Liang Hong, Gelin Su, Dongsheng Wang:
Portable desktop applications based on user-level virtualization. ACSAC 2008: 1-6 - [c13]Youhui Zhang, Xiaoling Wang, Liang Hong:
Portable Desktop Applications Based on P2P Transportation and Virtualization. LISA 2008: 133-144 - [c12]Youhui Zhang, Gelin Su, Liang Hong, Weimin Zheng:
On Virtual-Machine-Based Windows File Reads: A Performance Study. PACIIA (2) 2008: 944-948 - 2006
- [c11]Youhui Zhang, Peng Li, Dongsheng Wang, Weimin Zheng:
Seamless Peripherals Integration for Network Computers based on the Reversed Server Message Block Protocol. ICNS 2006: 112 - [c10]Youhui Zhang, Dongsheng Wang:
Research on Object-Storage-Based Intrusion Detection. ICPADS (1) 2006: 68-78 - [c9]Youhui Zhang, Yu Gu, Hongyi Wang, Dongsheng Wang:
Virtual-Machine-based Intrusion Detection on File-aware Block Level Storage. SBAC-PAD 2006: 185-192 - 2005
- [c8]Youhui Zhang, Liu Dong, Yu Gu, Dongsheng Wang:
Exploring Design Space Using Transaction Level Models. Asia-Pacific Computer Systems Architecture Conference 2005: 589-599 - [c7]Youhui Zhang, Ruini Xue, Dongsheng Wong, Weimin Zheng:
A Checkpointing/Recovery System for MPI Applications on Cluster of IA-64 Computers. ICPP Workshops 2005: 320-327 - [c6]Weimin Zheng, Wenguang Chen, Youhui Zhang, Ruini Xue:
Thckpt: Transparent Checkpointing of Linux Processes Under IA-64. PDPTA 2005: 325-331 - 2004
- [c5]Youhui Zhang, Weimin Zheng:
An Object-Oriented Data Storage System on Network-Attached Object Devices. Asia-Pacific Computer Systems Architecture Conference 2004: 527-538 - [c4]Youhui Zhang, Dongsheng Wang, Chongnan Gao, Weimin Zheng:
A JDO Storage Cluster Based on Object Devices. GCC Workshops 2004: 187-194 - [c3]Youhui Zhang, Dongsheng Wang, Jinglei Wang, Weimin Zheng:
Using Model-Based Test Program Generator for Simulation Validation. ICESS 2004: 549-556 - [c2]Youhui Zhang, Dongsheng Wang, Weimin Zheng:
Parallel Checkpoint/Recovery on Cluster of IA-64 Computers. ISPA 2004: 212-216 - [c1]Youhui Zhang, Jinfeng Hu, Weimin Zheng:
The Flexible Replication Method in an Object-Oriented Data Storage System. NPC 2004: 485-488
Informal and Other Publications
- 2025
- [i7]Yee Hin Chong, Peng Qu, Yuchen Li, Youhui Zhang:
Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree. CoRR abs/2505.10771 (2025) - 2024
- [i6]Jiajie Chen, Peng Qu, Youhui Zhang:
Dissecting Conditional Branch Predictors of Apple Firestorm and Qualcomm Oryon for Software Optimization and Architectural Analysis. CoRR abs/2411.13900 (2024) - 2020
- [i5]Yujie Wu, Rong Zhao, Jun Zhu, Feng Chen, Mingkun Xu, Guoqi Li, Sen Song, Lei Deng, Guanrui Wang, Hao Zheng, Jing Pei, Youhui Zhang, Mingguo Zhao, Luping Shi:
Brain-inspired global-local hybrid learning towards human-like intelligence. CoRR abs/2006.03226 (2020) - [i4]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) - 2019
- [i3]Yu Ji, Zixin Liu, Xing Hu, Peiqi Wang, Youhui Zhang:
Programmable Neural Network Trojan for Pre-Trained Feature Extractor. CoRR abs/1901.07766 (2019) - [i2]Yu Ji, Youyang Zhang, Xinfeng Xie, Shuangchen Li, Peiqi Wang, Xing Hu, Youhui Zhang, Yuan Xie:
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture. CoRR abs/1901.09904 (2019) - 2018
- [i1]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)
Coauthor Index
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