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2020 – today
- 2024
- [c72]Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li:
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. AAAI 2024: 14599-14607 - [c71]Fan Wu, Rui Zhang, Qi Yi, Yunkai Gao, Jiaming Guo, Shaohui Peng, Siming Lan, Husheng Han, Yansong Pan, Kaizhao Yuan, Pengwei Jin, Ruizhi Chen, Yunji Chen, Ling Li:
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. AAAI 2024: 15897-15905 - [c70]Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Numerical Concepts Generalization. AAAI 2024: 17609-17617 - [c69]Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen:
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. ICML 2024 - [c68]Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Prompt-based Visual Alignment for Zero-shot Policy Transfer. ICML 2024 - [c67]Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen:
Automated CPU Design by Learning from Input-Output Examples. IJCAI 2024: 3843-3853 - [i38]Yunpu Zhao, Rui Zhang, Wenyi Li, Di Huang, Jiaming Guo, Shaohui Peng, Yifan Hao, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Ling Li, Yunji Chen:
Assessing and Understanding Creativity in Large Language Models. CoRR abs/2401.12491 (2024) - [i37]Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen:
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. CoRR abs/2405.15414 (2024) - [i36]Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Prompt-based Visual Alignment for Zero-shot Policy Transfer. CoRR abs/2406.03250 (2024) - [i35]Zhengyue Zhao, Xiaoyun Zhang, Kaidi Xu, Xing Hu, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Adversarial Contrastive Decoding: Boosting Safety Alignment of Large Language Models via Opposite Prompt Optimization. CoRR abs/2406.16743 (2024) - [i34]Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Yewen Pu, Dawei Yin, Xing Hu, Yunji Chen:
InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct. CoRR abs/2407.05700 (2024) - [i33]Yang Zhao, Di Huang, Chongxiao Li, Pengwei Jin, Ziyuan Nan, TianYun Ma, Lei Qi, Yansong Pan, Zhenxing Zhang, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen:
CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization. CoRR abs/2407.10424 (2024) - [i32]Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Qi Guo, Yunji Chen:
Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. CoRR abs/2408.11261 (2024) - 2023
- [j54]Yongwei Zhao, Zidong Du, Qi Guo, Zhiwei Xu, Yunji Chen:
Rescue to the Curse of universality. Sci. China Inf. Sci. 66(9) (2023) - [j53]Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen:
Chip design with machine learning: a survey from algorithm perspective. Sci. China Inf. Sci. 66(11) (2023) - [j52]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Ruizhi Chen, Ling Li, Yunji Chen:
Learning controllable elements oriented representations for reinforcement learning. Neurocomputing 549: 126455 (2023) - [c66]Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen:
Online Symbolic Regression with Informative Query. AAAI 2023: 5122-5130 - [c65]Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI 2023: 9426-9434 - [c64]Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen:
BALTO: fast tensor program optimization with diversity-based active learning. ICLR 2023 - [c63]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Online Prototype Alignment for Few-shot Policy Transfer. ICML 2023: 39968-39983 - [c62]Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen:
Context Shift Reduction for Offline Meta-Reinforcement Learning. NeurIPS 2023 - [c61]Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng:
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. NeurIPS 2023 - [c60]Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen:
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. NeurIPS 2023 - [c59]Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Rules Reasoning. NeurIPS 2023 - [c58]Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen:
ANPL: Towards Natural Programming with Interactive Decomposition. NeurIPS 2023 - [c57]Siming Lan, Rui Zhang, Qi Yi, Jiaming Guo, Shaohui Peng, Yunkai Gao, Fan Wu, Ruizhi Chen, Zidong Du, Xing Hu, Xishan Zhang, Ling Li, Yunji Chen:
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. NeurIPS 2023 - [c56]Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen:
Learning Domain-Aware Detection Head with Prompt Tuning. NeurIPS 2023 - [c55]Zikang Tian, Ruizhi Chen, Xing Hu, Ling Li, Rui Zhang, Fan Wu, Shaohui Peng, Jiaming Guo, Zidong Du, Qi Guo, Yunji Chen:
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning. NeurIPS 2023 - [i31]Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen:
Online Symbolic Regression with Informative Query. CoRR abs/2302.10539 (2023) - [i30]Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Conceptual Reinforcement Learning for Language-Conditioned Tasks. CoRR abs/2303.05069 (2023) - [i29]Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen:
ANPL: Compiling Natural Programs with Interactive Decomposition. CoRR abs/2305.18498 (2023) - [i28]Zhengyue Zhao, Jinhao Duan, Xing Hu, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation. CoRR abs/2306.01902 (2023) - [i27]Pucheng Dang, Xing Hu, Kaidi Xu, Jinhao Duan, Di Huang, Husheng Han, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. CoRR abs/2306.02064 (2023) - [i26]Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen:
Learning Domain-Aware Detection Head with Prompt Tuning. CoRR abs/2306.05718 (2023) - [i25]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Online Prototype Alignment for Few-shot Policy Transfer. CoRR abs/2306.07307 (2023) - [i24]Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng:
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models. CoRR abs/2306.10968 (2023) - [i23]Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Yunhao Tian, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Ling Li, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen:
Pushing the Limits of Machine Design: Automated CPU Design with AI. CoRR abs/2306.12456 (2023) - [i22]Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li:
Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. CoRR abs/2309.01352 (2023) - [i21]Siming Lan, Rui Zhang, Qi Yi, Jiaming Guo, Shaohui Peng, Yunkai Gao, Fan Wu, Ruizhi Chen, Zidong Du, Xing Hu, Xishan Zhang, Ling Li, Yunji Chen:
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. CoRR abs/2311.01075 (2023) - [i20]Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen:
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. CoRR abs/2311.02104 (2023) - [i19]Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen:
Context Shift Reduction for Offline Meta-Reinforcement Learning. CoRR abs/2311.03695 (2023) - [i18]Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Rules Reasoning. CoRR abs/2311.04474 (2023) - [i17]Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng:
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. CoRR abs/2311.07941 (2023) - 2022
- [j51]Xiaobing Chen, Hao Qi
, Shaohui Peng, Yimin Zhuang, Tian Zhi, Yunji Chen:
Tetris: A Heuristic Static Memory Management Framework for Uniform Memory Multicore Neural Network Accelerators. J. Comput. Sci. Technol. 37(6): 1255-1270 (2022) - [j50]Zidong Du
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System. IEEE Trans. Computers 71(1): 209-222 (2022) - [j49]Xinkai Song
Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(1): 116-128 (2022) - [c54]Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen:
Neural Program Synthesis with Query. ICLR 2022 - [c53]Yuanbo Wen, Qi Guo, Qiang Fu, Xiaqing Li, Jianxing Xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen:
BabelTower: Learning to Auto-parallelized Program Translation. ICML 2022: 23685-23700 - [c52]Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS 2022 - [c51]Yijun Tan, Kai Han, Kang Zhao, Xianzhi Yu, Zidong Du, Yunji Chen, Yunhe Wang, Jun Yao:
Accelerating Sparse Convolution with Column Vector-Wise Sparsity. NeurIPS 2022 - [c50]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Object-Category Aware Reinforcement Learning. NeurIPS 2022 - [i16]Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen:
Neural Program Synthesis with Query. CoRR abs/2205.07857 (2022) - [i15]Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. CoRR abs/2210.06964 (2022) - [i14]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Object-Category Aware Reinforcement Learning. CoRR abs/2210.07802 (2022) - 2021
- [j48]Zhenxing Zhang
Space-address decoupled scratchpad memory management for neural network accelerators. Concurr. Comput. Pract. Exp. 33(6) (2021) - [j47]Di Huang, Rui Zhang
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. Int. J. Comput. Vis. 129(10): 2806-2826 (2021) - [c49]Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. IJCAI 2021: 2476-2482 - [c48]Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen:
Distilling Object Detectors with Feature Richness. NeurIPS 2021: 5213-5224 - [c47]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. NeurIPS 2021: 28169-28181 - [i13]Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen:
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. CoRR abs/2107.12216 (2021) - [i12]Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen:
Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms. CoRR abs/2109.01768 (2021) - [i11]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. CoRR abs/2110.14120 (2021) - [i10]Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen:
Distilling Object Detectors with Feature Richness. CoRR abs/2111.00674 (2021) - 2020
- [j46]Zidong Du
Self-Aware Neural Network Systems: A Survey and New Perspective. Proc. IEEE 108(7): 1047-1067 (2020) - [j45]Xi Zeng
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE Trans. Computers 69(7): 968-985 (2020) - [j44]Yongwei Zhao
Machine Learning Computers With Fractal von Neumann Architecture. IEEE Trans. Computers 69(7): 998-1014 (2020) - [j43]Shengyuan Zhou
ParaML: A Polyvalent Multicore Accelerator for Machine Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(9): 1764-1777 (2020) - [c46]Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen:
DWM: A Decomposable Winograd Method for Convolution Acceleration. AAAI 2020: 4174-4181 - [c45]Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Qi Guo, Zidong Du, Tian Zhi, Yunji Chen
Fixed-Point Back-Propagation Training. CVPR 2020: 2327-2335 - [c44]Xi Zeng, Tian Zhi, Zidong Du, Qi Guo, Ninghui Sun, Yunji Chen
ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. ICCD 2020: 623-630 - [i9]Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen:
DWM: A Decomposable Winograd Method for Convolution Acceleration. CoRR abs/2002.00552 (2020) - [i8]Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yunji Chen, Yuan Xie:
Rubik: A Hierarchical Architecture for Efficient Graph Learning. CoRR abs/2009.12495 (2020)
2010 – 2019
- 2019
- [j42]Yong Yu, Tian Zhi, Xuda Zhou, Shaoli Liu, Yunji Chen
BSHIFT: A Low Cost Deep Neural Networks Accelerator. Int. J. Parallel Program. 47(3): 360-372 (2019) - [j41]Bingsheng He, Yunji Chen
Guest Editors' Introduction: Special Issue on Big Data Systems on Emerging Architectures. IEEE Trans. Big Data 5(1): 2-3 (2019) - [j40]Xuda Zhou
Addressing Sparsity in Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(10): 1858-1871 (2019) - [c43]Lei Zhang, Shengyuan Zhou, Tian Zhi, Zidong Du, Yunji Chen
TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding. AAAI 2019: 1319-1326 - [c42]Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen
Cambricon-F: machine learning computers with fractal von neumann architecture. ISCA 2019: 788-801 - [i7]Weicheng Li, Rui Wang, Zhongzhi Luan, Di Huang, Zidong Du, Yunji Chen, Depei Qian:
CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks. CoRR abs/1905.11669 (2019) - 2018
- [j39]Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan
BenchIP: Benchmarking Intelligence Processors. J. Comput. Sci. Technol. 33(1): 1-23 (2018) - [j38]Yunji Chen
An Instruction Set Architecture for Machine Learning. ACM Trans. Comput. Syst. 36(3): 9:1-9:35 (2018) - [j37]Zhe Wang
Using Local Clocks to Reproduce Concurrency Bugs. IEEE Trans. Software Eng. 44(11): 1112-1128 (2018) - [c41]Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Chengsi Liu, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen
Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. MICRO 2018: 15-28 - 2017
- [j36]Huiying Lan
DLPlib: A Library for Deep Learning Processor. J. Comput. Sci. Technol. 32(2): 286-296 (2017) - [j35]Tao Luo, Shaoli Liu, Ling Li, Yuqing Wang, Shijin Zhang, Tianshi Chen, Zhiwei Xu, Olivier Temam, Yunji Chen
DaDianNao: A Neural Network Supercomputer. IEEE Trans. Computers 66(1): 73-88 (2017) - [j34]Zidong Du
An Accelerator for High Efficient Vision Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(2): 227-240 (2017) - [j33]Yubin Xia, Yutao Liu, Haibing Guan, Yunji Chen
Secure Outsourcing of Virtual Appliance. IEEE Trans. Cloud Comput. 5(3): 390-404 (2017) - [j32]Chao Wang
Service-Oriented Architecture on FPGA-Based MPSoC. IEEE Trans. Parallel Distributed Syst. 28(10): 2993-3006 (2017) - [c40]Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen
TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. CCGrid 2017: 731-734 - [e2]Yunji Chen, Olivier Temam, John Carter:
Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2017, Xi'an, China, April 8-12, 2017. ACM 2017, ISBN 978-1-4503-4465-4 [contents] - [i6]Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Cong Liu, Hai-Feng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen:
BENCHIP: Benchmarking Intelligence Processors. CoRR abs/1710.08315 (2017) - 2016
- [j31]Yunji Chen
DianNao family: energy-efficient hardware accelerators for machine learning. Commun. ACM 59(11): 105-112 (2016) - [j30]Yue Wu, Chao Lu, Yunji Chen
A survey of routing algorithm for mesh Network-on-Chip. Frontiers Comput. Sci. 10(4): 591-601 (2016) - [j29]Babak Falsafi, Mircea Stan
Near-Memory Data Services. IEEE Micro 36(1): 6-13 (2016) - [j28]Qi Guo, Tianshi Chen, Yunji Chen
Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(3): 433-446 (2016) - [j27]Shaoli Liu, Tianshi Chen, Ling Li, Xiaoxue Feng, Zhiwei Xu, Haibo Chen, Frederic T. Chong
IMR: High-Performance Low-Cost Multi-Ring NoCs. IEEE Trans. Parallel Distributed Syst. 27(6): 1700-1712 (2016) - [c39]Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie, Yunji Chen
Cambricon: An Instruction Set Architecture for Neural Networks. ISCA 2016: 393-405 - [c38]Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan
Cambricon-X: An accelerator for sparse neural networks. MICRO 2016: 20:1-20:12 - 2015
- [j26]Yunji Chen
Deterministic Replay: A Survey. ACM Comput. Surv. 48(2): 17:1-17:47 (2015) - [j25]Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen
A High-Throughput Neural Network Accelerator. IEEE Micro 35(3): 24-32 (2015) - [j24]Shuangde Fang, Wenwen Xu, Yang Chen, Lieven Eeckhout, Olivier Temam, Yunji Chen
Practical Iterative Optimization for the Data Center. ACM Trans. Archit. Code Optim. 12(2): 15:1-15:26 (2015) - [j23]Chao Wang, Xi Li, Junneng Zhang, Peng Chen, Yunji Chen
Architecture Support for Task Out-of-Order Execution in MPSoCs. IEEE Trans. Computers 64(5): 1296-1310 (2015) - [j22]Tianshi Chen, Qi Guo, Olivier Temam, Yue Wu, Yungang Bao, Zhiwei Xu, Yunji Chen
Statistical Performance Comparisons of Computers. IEEE Trans. Computers 64(5): 1442-1455 (2015) - [j21]Zidong Du, Avinash Lingamneni, Yunji Chen
Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(8): 1223-1235 (2015) - [j20]Tianshi Chen, Shijin Zhang, Shaoli Liu, Zidong Du, Tao Luo, Yuan Gao, Junjie Liu, Dongsheng Wang, Chengyong Wu, Ninghui Sun, Yunji Chen
A Small-Footprint Accelerator for Large-Scale Neural Networks. ACM Trans. Comput. Syst. 33(2): 6:1-6:27 (2015) - [j19]Qi Guo, Tianshi Chen, Zhi-Hua Zhou, Olivier Temam, Ling Li, Depei Qian, Yunji Chen
Robust Design Space Modeling. ACM Trans. Design Autom. Electr. Syst. 20(2): 18:1-18:22 (2015) - [j18]Shaoli Liu, Tianshi Chen, Ling Li, Xi Li, Mingzhe Zhang, Chao Wang, Haibo Meng, Xuehai Zhou, Yunji Chen
FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. IEEE Trans. Parallel Distributed Syst. 26(8): 2272-2285 (2015) - [c37]Dao-Fu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen
PuDianNao: A Polyvalent Machine Learning Accelerator. ASPLOS 2015: 369-381 - [c36]Xiaochun Zhang, Qi Guo, Yunji Chen
HERMES: a fast cross-ISA binary translator with post-optimization. CGO 2015: 246-256 - [c35]Jiachao Deng, Yuntan Fang, Zidong Du, Ying Wang, Huawei Li, Olivier Temam, Paolo Ienne, David Novo, Xiaowei Li, Yunji Chen, Chengyong Wu:
Retraining-based timing error mitigation for hardware neural networks. DATE 2015: 593-596 - [c34]Xiang Yuan, Chenggang Wu, Zhenjiang Wang, Jianjun Li, Pen-Chung Yew
ReCBuLC: Reproducing Concurrency Bugs Using Local Clocks. ICSE (1) 2015: 824-834 - [c33]Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng, Yunji Chen
ShiDianNao: shifting vision processing closer to the sensor. ISCA 2015: 92-104 - [c32]Zidong Du, Daniel D. Ben-Dayan Rubin
Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches. MICRO 2015: 494-507 - [e1]Yunji Chen, Paolo Ienne, Qing Ji:
Advanced Parallel Processing Technologies - 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings. Lecture Notes in Computer Science 9231, Springer 2015, ISBN 978-3-319-23215-7 [contents] - 2014
- [j17]Shaoli Liu, Ling Li, Yunji Chen
Auxiliary stream for optimizing memory access of video decoders. Sci. China Inf. Sci. 57(1): 1-10 (2014) - [j16]Yue Wu, Yunji Chen
An Elastic Architecture Adaptable to Various Application Scenarios. J. Comput. Sci. Technol. 29(2): 227-238 (2014) - [j15]Peng Chen, Lei Zhang, Yinhe Han, Yunji Chen
A General-Purpose Many-Accelerator Architecture Based on Dataflow Graph Clustering of Applications. J. Comput. Sci. Technol. 29(2): 239-246 (2014) - [j14]Yi-Xiao Yin, Yunji Chen
Prevention from Soft Errors via Architecture Elasticity. J. Comput. Sci. Technol. 29(2): 247-254 (2014) - [j13]Weiwu Hu, Liang Yang, Bao-Xia Fan, Huandong Wang, Yunji Chen
An 8-Core MIPS-Compatible Processor in 32/28 nm Bulk CMOS. IEEE J. Solid State Circuits 49(1): 41-49 (2014) - [j12]Shuangde Fang, Zidong Du, Yuntan Fang, Yuanjie Huang, Yang Chen, Lieven Eeckhout, Olivier Temam, Huawei Li, Yunji Chen
Performance Portability Across Heterogeneous SoCs Using a Generalized Library-Based Approach. ACM Trans. Archit. Code Optim. 11(2): 21:1-21:25 (2014) - [j11]Qi Guo, Tianshi Chen, Yunji Chen
Pre-Silicon Bug Forecast. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(3): 451-463 (2014) - [c31]Zidong Du, Krishna V. Palem, Lingamneni Avinash, Olivier Temam, Yunji Chen
Leveraging the error resilience of machine-learning applications for designing highly energy efficient accelerators. ASP-DAC 2014: 201-206 - [c30]Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen
DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning. ASPLOS 2014: 269-284 - [c29]Jing Huang, Yuanjie Huang, Olivier Temam, Paolo Ienne, Yunji Chen
A low-cost memory interface for high-throughput accelerators. CASES 2014: 11:1-11:10 - [c28]Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen
Big data genome sequencing on Zynq based clusters (abstract only). FPGA 2014: 247 - [c27]Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen
Co-processing with dynamic reconfiguration on heterogeneous MPSoC: practices and design tradeoffs (abstract only). FPGA 2014: 248 - [c26]Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, Yunji Chen
ArchRanker: A ranking approach to design space exploration. ISCA 2014: 85-96 - [c25]Yunji Chen
DaDianNao: A Machine-Learning Supercomputer. MICRO 2014: 609-622 - 2013
- [j10]Qi Guo, Tianshi Chen, Yunji Chen
Microarchitectural design space exploration made fast. Microprocess. Microsystems 37(1): 41-51 (2013) - [j9]Yunji Chen
Deterministic Replay Using Global Clock. ACM Trans. Archit. Code Optim. 10(1): 1:1-1:28 (2013) - [j8]Yunji Chen
LDet: Determinizing Asynchronous Transfer for Postsilicon Debugging. IEEE Trans. Computers 62(9): 1732-1744 (2013) - [j7]Ling Li, Shaoli Liu, Yunji Chen
Motion Estimation Without Integer-Pel Search. IEEE Trans. Image Process. 22(4): 1340-1353 (2013) - [j6]Tianshi Chen, Yunji Chen
Effective and efficient microprocessor design space exploration using unlabeled design configurations. ACM Trans. Intell. Syst. Technol. 5(1): 20:1-20:18 (2013) - [c24]Yuanjie Huang, Paolo Ienne, Olivier Temam, Yunji Chen
Elastic CGRAs. FPGA 2013: 171-180 - [c23]Weiwu Hu, Yifu Zhang, Liang Yang, Bao-Xia Fan, Yunji Chen
Godson-3B1500: A 32nm 1.35GHz 40W 172.8GFLOPS 8-core processor. ISSCC 2013: 54-55 - 2012
- [j5]Weiwu Hu, Yunji Chen
Linear Time Memory Consistency Verification. IEEE Trans. Computers 61(4): 502-516 (2012) - [j4]Yunji Chen
Program Regularization in Memory Consistency Verification. IEEE Trans. Parallel Distributed Syst. 23(11): 2163-2174 (2012) - [c22]Tianshi Chen, Yunji Chen
Statistical performance comparisons of computers. HPCA 2012: 399-410 - [c21]Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen
Performance Prediction for Reconfigurable Processor. HPCC-ICESS 2012: 1352-1359 - [c20]Tianshi Chen, Yunji Chen
BenchNN: On the broad potential application scope of hardware neural network accelerators. IISWC 2012: 36-45 - [c19]Yunji Chen
An Elastic Architecture Adaptable to Millions of Application Scenarios. NPC 2012: 188-195 - [i5]Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Ruiyang Wu:
RepTFD: Replay Based Transient Fault Detection. CoRR abs/1206.2132 (2012) - [i4]Shaoli Liu, Yunji Chen, Tianshi Chen, Ling Li, Chao Lu:
Global Adaptive Routing Algorithm Without Additional Congestion Propagation Network. CoRR abs/1208.0384 (2012) - 2011
- [j3]Ling Li, Yunji Chen
An FFT Performance Model for Optimizing General-Purpose Processor Architecture. J. Comput. Sci. Technol. 26(5): 875-889 (2011) - [c18]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
Empirical design bugs prediction for verification. DATE 2011: 161-166 - [c17]Shaoli Liu, Ling Li, Yunji Chen
Video Encoding without Integer-Pel Motion Estimation. DCC 2011: 469 - [c16]Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu:
Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. IJCAI 2011: 1671-1677 - [c15]Weiwu Hu, Ru Wang, Yunji Chen
Godson-3B: A 1GHz 40W 8-core 128GFLOPS processor in 65nm CMOS. ISSCC 2011: 76-78 - [c14]Lei Li, Tianshi Chen, Yunji Chen
Brief announcement: program regularization in verifying memory consistency. SPAA 2011: 265-266 - [i3]Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao:
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization. CoRR abs/1106.0566 (2011) - [i2]Qi Guo, Yunji Chen, Tianshi Chen, Ling Li:
Efficient Deterministic Replay Using Complete Race Detection. CoRR abs/1107.2003 (2011) - 2010
- [j2]Xiang Gao, Yunji Chen
System Architecture of Godson-3 Multi-Core Processors. J. Comput. Sci. Technol. 25(2): 181-191 (2010) - [c13]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
On-the-Fly Reduction of Stimuli for Functional Verification. Asian Test Symposium 2010: 448-454 - [c12]Menghao Su, Yunji Chen
A general method to make multi-clock system deterministic. DATE 2010: 1480-1485 - [c11]Huandong Wang, Xiang Gao, Yunji Chen
A multi-FPGA based platform for emulating a 100m-transistor-scale processor with high-speed peripherals (abstract only). FPGA 2010: 283 - [c10]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
Estimating design quality of digital systems via machine learning. ICECS 2010: 623-626 - [c9]Yunji Chen
LReplay: a pending period based deterministic replay scheme. ISCA 2010: 187-197
2000 – 2009
- 2009
- [j1]Weiwu Hu, Jian Wang, Xiang Gao, Yunji Chen
Godson-3: A Scalable Multicore RISC Processor with x86 Emulation. IEEE Micro 29(2): 17-29 (2009) - [c8]Yunji Chen
A stochastic method for controlling the scaling parameters of Cauchy mutation in fast evolutionary programming. IEEE Congress on Evolutionary Computation 2009: 1101-1107 - [c7]Yunji Chen
Fast complete memory consistency verification. HPCA 2009: 381-392 - [c6]Haihua Shen, Pengyu Wang, Yunji Chen
Designing an Effective Constraint Solver in Coverage Directed Test Generation. ICESS 2009: 388-395 - [c5]Huandong Wang, Dan Tang, Xiang Gao, Yunji Chen
An Enhanced HyperTransport Controller with Cache Coherence Support for Multiple-CMP. NAS 2009: 215-218 - [c4]Menghao Su, Xiang Gao, Yunji Chen
Efficiency-Aware QoS DRAM Scheduler. NAS 2009: 223-226 - [i1]Yunji Chen, Tianshi Chen, Weiwu Hu:
Global Clock, Physical Time Order and Pending Period Analysis in Multiprocessor Systems. CoRR abs/0903.4961 (2009) - 2008
- [c3]Haihua Shen, Wenli Wei, Yunji Chen
Coverage Directed Test Generation: Godson Experience. ATS 2008: 321-326 - [c2]Lin Ma, Yunji Chen
Testing content addressable memories using instructions and march-like algorithms. ICECS 2008: 774-777 - 2004
- [c1]Haihua Shen, Yunji Chen
EmGen: An Automatic Test-Program Generation Tool for Embedded IP Cores. ICESS 2004: 528-535
Coauthor Index
[c67] [i23] [c48] [i10] [j45] [j44] [j43] [c46] [i9] [j40] [c42] [j39] [j38] [c41] [j35] [j34] [j33] [c40] [i6] [j31] [j28] [j27] [c39] [c38] [j26] [j25] [j22] [j20] [j19] [j18] [c37] [c36] [c33] [c32] [j16] [j14] [j11] [c30] [c26] [c25] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [c22] [c21] [c20] [c19] [i5] [i4] [c18] [c17] [c16] [c14] [i3] [i2] [c13] [c10] [c9] [c8] [c7] [i1]
[c72] [c70] [c68] [c67] [i38] [i37] [i36] [i35] [i34] [i33] [j54] [j53] [j52] [c66] [c65] [c64] [c63] [c62] [c60] [c59] [c58] [c57] [c55] [i31] [i30] [i29] [i28] [i27] [i25] [i23] [i22] [i21] [i20] [i19] [i18] [j50] [j49] [c54] [c53] [c52] [c51] [c50] [i16] [i15] [i14] [c49] [c47] [i13] [i12] [i11] [j46] [j45] [j44] [j43] [c46] [c45] [c44] [i9] [i8] [j40] [c43] [c42] [i7] [j39] [j38] [c41] [j34] [i6] [c39] [c38] [j25] [j21] [j20] [c35] [c33] [c32] [j12] [c31] [c30]
[c72] [c70] [c69] [c68] [c67] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [j54] [j52] [c66] [c65] [c64] [c63] [c62] [c60] [c59] [c58] [c55] [i31] [i30] [i29] [i28] [i27] [i25] [i23] [i22] [i20] [i19] [i18] [j50] [j49] [c54] [c53] [c52] [c50] [i16] [i15] [i14] [j48] [c49] [c47] [i13] [i12] [i11] [j46] [j45] [j44] [j43] [c46] [c45] [c44] [i9] [j40] [c42] [j39] [j38] [c41] [j36] [j34] [c40] [i6] [j28] [c38] [j26] [j22] [j19] [c36] [j16] [j14] [j11] [c26] [j10] [j6] [c22] [c21] [c20] [c19] [c18] [c16] [i2] [c13] [c10] [c6] [c3]
[c72] [c71] [c69] [c68] [i38] [i37] [i36] [j52] [c65] [c62] [c60] [c57] [c56] [c55] [i30] [i26] [i23] [i22] [i21] [i20] [i19] [j50] [c53] [c52] [i15] [j47] [i12] [j45] [j44] [j43] [j40] [c42] [j38] [c41] [j35] [j34] [j27] [c38] [j26] [j19] [j18] [c33] [j17] [c25] [j10] [j9] [j8] [j7] [j6] [j4] [c21] [i5] [i4] [j3] [c17] [c14] [i2]
[c72] [c71] [c70] [c69] [c68] [c67] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [j53] [j52] [c66] [c65] [c64] [c63] [c62] [c60] [c59] [c58] [c57] [c56] [c55] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i23] [i22] [i21] [i20] [i19] [i18] [c54] [c52] [c50] [i16] [i15] [i14] [j47] [c49] [c48] [i13] [i12] [i10] [c46] [c45] [i9]
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