Yunji Chen - RankMe

199 papers A* 53A 8B 5C 2Misc 1Journal 112Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	FlashAttention-T: Towards Fully Tensorized Attention by Exploiting Tensor-Vector Parallelism. PPoPP Jianxing Xu, Yuanbo Wen, Jun Bi, Ruibai Xu, Guanglin Xu, Rui Zhang, Wei Li, Ling Li, Tianshi Chen, Qi Guo, Yunji Chen
2026	—	`conf`	Hardwired-Neuron Language Processing Units as General-Purpose Cognitive Substrates. ASPLOS (2) Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen
2026	J	`jnl`	LocalV: Exploiting Information Locality for IP-level Verilog Generation. CoRR Han-Qi Lyu, Di Huang, Yaoyu Zhu, Kangcheng Liu, Bohan Dou, Chongxiao Li, Pengwei Jin, Shuyao Cheng, Rui Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
2026	A*	`conf`	QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression. AAAI Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yunji Chen, Qi Guo
2026	A*	`conf`	QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation. AAAI Xinguo Zhu, Shaohui Peng, Jiaming Guo, Yunji Chen, Qi Guo, Yuanbo Wen, Hang Qin, Ruizhi Chen, Qirui Zhou, Ke Gao, Yanjun Wu, Chen Zhao, Ling Li
2026	A*	`conf`	Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation. AAAI Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen
2025	A*	`conf`	Automated Superscalar Processor Design by Learning Data Dependencies. IJCAI Shuyao Cheng, Rui Zhang, Wenkai He, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yifan Hao, Guanglin Xu, Yuanbo Wen, Ling Li, Qi Guo, Yunji Chen
2025	J	`jnl`	Code Driven Planning with Domain-Adaptive Critic. CoRR Zikang Tian, Shaohui Peng, Du Huang, Jiaming Guo, Ruizhi Chen, Rui Zhang, Xishan Zhang, Yuxuan Guo, Zidong Du, Qi Guo, Ling Li, Yewen Pu, Xing Hu, Yunji Chen
2025	J	`jnl`	CodeV-R1: Reasoning-Enhanced Verilog Generation. CoRR Yaoyu Zhu, Di Huang, Han-Qi Lyu, Xiaoyun Zhang, Chongxiao Li, Wenxuan Shi, Yutong Wu, Jianan Mu, Jinghua Wang, Yang Zhao, Pengwei Jin, Shuyao Cheng, Shengwen Liang, Xishan Zhang, Rui Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
2025	J	`jnl`	Hardwired-Neurons Language Processing Units as General-Purpose Cognitive Substrates. CoRR Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen
2025	A*	`conf`	InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct. AAAI Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Yewen Pu, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Dawei Yin, Xing Hu, Yunji Chen
2025	J	`jnl`	LEGO-Compiler: Enhancing Neural Compilation Through Translation Composability. CoRR Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Xiaobing Feng, Huimin Cui
2025	J	`jnl`	Large Processor Chip Model. CoRR Kaiyan Chang, Mingzhi Chen, Yunji Chen, Zhirong Chen, Dongrui Fan, Junfeng Gong, Nan Guo, Yinhe Han, Qinfen Hao, Shuo Hou, Xuanjing Huang, Pengwei Jin, Changxin Ke, Cangyuan Li, Guangli Li, Huawei Li, Kuan Li, Naipeng Li, Shengwen Liang, Cheng Liu, Hongwei Liu, Jiahua Liu, Junliang Lv, Jianan Mu, Jin Qin, Bin Sun, Chenxi Wang, Duo Wang, Mingjun Wang, Ying Wang, Chenggang Wu, Peiyang Wu, Teng Wu, Xiao Xiao, Mengyao Xie, Chenwei Xiong, Ruiyuan Xu, Mingyu Yan, Xiaochun Ye, Kuai Yu, Rui Zhang, Shuoming Zhang, Jiacheng Zhao
2025	J	`jnl`	Morphology generalizable reinforcement learning via multi-level graph features. Neurocomputing Yansong Pan, Rui Zhang, Jiaming Guo, Shaohui Peng, Fan Wu, Kaizhao Yuan, Yunkai Gao, Siming Lan, Ruizhi Chen, Ling Li, Xing Hu, Zidong Du, Zihao Zhang, Xin Zhang, Wei Li, Qi Guo, Yunji Chen
2025	J	`jnl`	Mutual-Supervised Learning for Sequential-to-Parallel Code Translation. CoRR Changxin Ke, Rui Zhang, Shuo Wang, Li Ding, Guangli Li, Yuanbo Wen, Shuoming Zhang, Ruiyuan Xu, Jin Qin, Jiaming Guo, Chenxi Wang, Ling Li, Qi Guo, Yunji Chen
2025	J	`jnl`	Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation. CoRR Yunpu Zhao, Rui Zhang, Junbin Xiao, Ruibo Hou, Jiaming Guo, Zihao Zhang, Yifan Hao, Yunji Chen
2025	—	`conf`	QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm. ACL (Findings) Qirui Zhou, Shaohui Peng, Weiqiang Xiong, Haixin Chen, Yuanbo Wen, Haochen Li, Ling Li, Qi Guo, Yongwei Zhao, Ke Gao, Ruizhi Chen, Yanjun Wu, Zhao Chen, Yunji Chen
2025	J	`jnl`	QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm. CoRR Qirui Zhou, Shaohui Peng, Weiqiang Xiong, Haixin Chen, Yuanbo Wen, Haochen Li, Ling Li, Qi Guo, Yongwei Zhao, Ke Gao, Ruizhi Chen, Yanjun Wu, Chen Zhao, Yunji Chen
2025	J	`jnl`	QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies. CoRR Shuyao Cheng, Rui Zhang, Wenkai He, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yifan Hao, Guanglin Xu, Yuanbo Wen, Ling Li, Qi Guo, Yunji Chen
2025	J	`jnl`	QiMeng-CRUX: Narrowing the Gap between Natural Language and Verilog via Core Refined Understanding eXpression. CoRR Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2025	A*	`conf`	QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models. AAAI Qirui Zhou, Yuanbo Wen, Ruizhi Chen, Ke Gao, Weiqiang Xiong, Ling Li, Qi Guo, Yanjun Wu, Yunji Chen
2025	J	`jnl`	QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation. CoRR Xinguo Zhu, Shaohui Peng, Jiaming Guo, Yunji Chen, Qi Guo, Yuanbo Wen, Hang Qin, Ruizhi Chen, Qirui Zhou, Ke Gao, Yanjun Wu, Chen Zhao, Ling Li
2025	J	`jnl`	QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code. CoRR Hainan Fang, Yuanbo Wen, Jun Bi, Yihan Wang, Tonghui He, Yanlin Tang, Di Huang, Jiaming Guo, Rui Zhang, Qi Guo, Yunji Chen
2025	J	`jnl`	QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation. CoRR Yang Zhang, Rui Zhang, Jiaming Guo, Lei Huang, Di Huang, Yunpu Zhao, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2025	J	`jnl`	QiMeng-TensorOp: Automatically Generating High-Performance Tensor Operators with Hardware Primitives. CoRR Xuzhi Zhang, Shaohui Peng, Qirui Zhou, Yuanbo Wen, Qi Guo, Ruizhi Chen, Xinguo Zhu, Weiqiang Xiong, Haixin Chen, Congying Ma, Ke Gao, Chen Zhao, Yanjun Wu, Yunji Chen, Ling Li
2025	A*	`conf`	QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives. IJCAI Xuzhi Zhang, Shaohui Peng, Qirui Zhou, Yuanbo Wen, Qi Guo, Ruizhi Chen, Xinguo Zhu, Weiqiang Xiong, Haixin Chen, Congying Ma, Ke Gao, Chen Zhao, Yanjun Wu, Yunji Chen, Ling Li
2025	A*	`conf`	QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. OSDI Shouyang Dong, Jun Bi, Di Huang, Jiaming Guo, Jianxing Xu, Ruibai Xu, Xinkai Song, Yifan Hao, Ling Li, Xuehai Zhou, Tianshi Chen, Qi Guo, Yunji Chen
2025	J	`jnl`	QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. CoRR Shouyang Dong, Yuanbo Wen, Jun Bi, Di Huang, Jiaming Guo, Jianxing Xu, Ruibai Xu, Xinkai Song, Yifan Hao, Xuehai Zhou, Tianshi Chen, Qi Guo, Yunji Chen
2025	J	`jnl`	QiMeng: Fully Automated Hardware and Software Design for Processor Chip. CoRR Rui Zhang, Yuanbo Wen, Shuyao Cheng, Di Huang, Shaohui Peng, Jiaming Guo, Pengwei Jin, Jiacheng Zhao, Tianrui Ma, Yaoyu Zhu, Yifan Hao, Yongwei Zhao, Shengwen Liang, Ying Wang, Xing Hu, Zidong Du, Huimin Cui, Ling Li, Qi Guo, Yunji Chen
2025	J	`jnl`	Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation. CoRR Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen
2024	J	`jnl`	Adversarial Contrastive Decoding: Boosting Safety Alignment of Large Language Models via Opposite Prompt Optimization. CoRR Zhengyue Zhao, Xiaoyun Zhang, Kaidi Xu, Xing Hu, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen
2024	J	`jnl`	Assessing and Understanding Creativity in Large Language Models. CoRR 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
2024	A*	`conf`	AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. ICML Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen
2024	A*	`conf`	Automated CPU Design by Learning from Input-Output Examples. IJCAI 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
2024	J	`jnl`	CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization. CoRR 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
2024	A*	`conf`	DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection. NeurIPS Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Yunji Chen, Ling Li
2024	J	`jnl`	DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection. CoRR Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Ling Li, Yunji Chen
2024	A*	`conf`	Emergent Communication for Numerical Concepts Generalization. AAAI 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
2024	A*	`conf`	Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. AAAI Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
2024	—	`conf`	Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly. EMNLP (Findings) Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Huimin Cui
2024	J	`jnl`	InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct. CoRR 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
2024	J	`jnl`	Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. CoRR 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
2024	A*	`conf`	OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. AAAI 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
2024	A*	`conf`	Prompt-based Visual Alignment for Zero-shot Policy Transfer. ICML 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
2024	J	`jnl`	Prompt-based Visual Alignment for Zero-shot Policy Transfer. CoRR 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
2024	J	`jnl`	Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. CoRR Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Qi Guo, Yunji Chen
2023	J	`jnl`	ANPL: Compiling Natural Programs with Interactive Decomposition. CoRR Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen
2023	A*	`conf`	ANPL: Towards Natural Programming with Interactive Decomposition. NeurIPS Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen
2023	A*	`conf`	BALTO: fast tensor program optimization with diversity-based active learning. ICLR Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen
2023	J	`jnl`	BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models. CoRR Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng
2023	J	`jnl`	Chip design with machine learning: a survey from algorithm perspective. Sci. China Inf. Sci. Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen
2023	A*	`conf`	Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2023	J	`jnl`	Conceptual Reinforcement Learning for Language-Conditioned Tasks. CoRR Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2023	A*	`conf`	Context Shift Reduction for Offline Meta-Reinforcement Learning. NeurIPS 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
2023	J	`jnl`	Context Shift Reduction for Offline Meta-Reinforcement Learning. CoRR 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
2023	A*	`conf`	Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. NeurIPS 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
2023	J	`jnl`	Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning. CoRR 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
2023	A*	`conf`	Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning. NeurIPS Zikang Tian, Ruizhi Chen, Xing Hu, Ling Li, Rui Zhang, Fan Wu, Shaohui Peng, Jiaming Guo, Zidong Du, Qi Guo, Yunji Chen
2023	A*	`conf`	Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. NeurIPS Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
2023	J	`jnl`	Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. CoRR Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen
2023	A*	`conf`	Emergent Communication for Rules Reasoning. NeurIPS 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
2023	J	`jnl`	Emergent Communication for Rules Reasoning. CoRR 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
2023	J	`jnl`	Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. CoRR Pucheng Dang, Xing Hu, Kaidi Xu, Jinhao Duan, Di Huang, Husheng Han, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen
2023	A*	`conf`	Learning Domain-Aware Detection Head with Prompt Tuning. NeurIPS Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
2023	J	`jnl`	Learning Domain-Aware Detection Head with Prompt Tuning. CoRR Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
2023	J	`jnl`	Learning controllable elements oriented representations for reinforcement learning. Neurocomputing Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Ruizhi Chen, Ling Li, Yunji Chen
2023	A*	`conf`	Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. NeurIPS Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng
2023	J	`jnl`	Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. CoRR Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng
2023	A*	`conf`	Online Prototype Alignment for Few-shot Policy Transfer. ICML 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
2023	J	`jnl`	Online Prototype Alignment for Few-shot Policy Transfer. CoRR 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
2023	A*	`conf`	Online Symbolic Regression with Informative Query. AAAI Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen
2023	J	`jnl`	Online Symbolic Regression with Informative Query. CoRR Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen
2023	J	`jnl`	Pushing the Limits of Machine Design: Automated CPU Design with AI. CoRR 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
2023	J	`jnl`	Rescue to the Curse of universality. Sci. China Inf. Sci. Yongwei Zhao, Zidong Du, Qi Guo, Zhiwei Xu, Yunji Chen
2023	J	`jnl`	Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. CoRR Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li
2023	J	`jnl`	Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation. CoRR Zhengyue Zhao, Jinhao Duan, Xing Hu, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen
2022	A*	`conf`	Accelerating Sparse Convolution with Column Vector-Wise Sparsity. NeurIPS Yijun Tan, Kai Han, Kang Zhao, Xianzhi Yu, Zidong Du, Yunji Chen, Yunhe Wang, Jun Yao
2022	A*	`conf`	BabelTower: Learning to Auto-parallelized Program Translation. ICML 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
2022	J	`jnl`	Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System. IEEE Trans. Computers Zidong Du, Qi Guo, Yongwei Zhao, Xi Zeng, Ling Li, Limin Cheng, Zhiwei Xu, Ninghui Sun, Yunji Chen
2022	J	`jnl`	Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xinkai Song, Tian Zhi, Zhe Fan, Zhenxing Zhang, Xi Zeng, Wei Li, Xing Hu, Zidong Du, Qi Guo, Yunji Chen
2022	A*	`conf`	Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2022	J	`jnl`	Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. CoRR Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen
2022	A*	`conf`	Neural Program Synthesis with Query. ICLR Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen
2022	J	`jnl`	Neural Program Synthesis with Query. CoRR Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen
2022	A*	`conf`	Object-Category Aware Reinforcement Learning. NeurIPS Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2022	J	`jnl`	Object-Category Aware Reinforcement Learning. CoRR Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen
2022	J	`jnl`	Tetris: A Heuristic Static Memory Management Framework for Uniform Memory Multicore Neural Network Accelerators. J. Comput. Sci. Technol. Xiaobing Chen, Hao Qi, Shaohui Peng, Yimin Zhuang, Tian Zhi, Yunji Chen
2021	J	`jnl`	A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. Int. J. Comput. Vis. Di Huang, Rui Zhang, Xishan Zhang, Fan Wu, Xianzhuo Wang, Pengwei Jin, Shaoli Liu, Ling Li, Yunji Chen
2021	A*	`conf`	Distilling Object Detectors with Feature Richness. NeurIPS Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen
2021	J	`jnl`	Distilling Object Detectors with Feature Richness. CoRR Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen
2021	J	`jnl`	Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms. CoRR 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
2021	A*	`conf`	Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. IJCAI Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2021	J	`jnl`	Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. CoRR Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen
2021	A*	`conf`	ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. NeurIPS Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen
2021	J	`jnl`	ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. CoRR Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen
2021	J	`jnl`	Space-address decoupled scratchpad memory management for neural network accelerators. Concurr. Comput. Pract. Exp. Zhenxing Zhang, Shiyan Sun, Xunyu Chen, Tian Zhi, Qi Guo, Yunji Chen
2020	C	`conf`	ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. ICCD Xi Zeng, Tian Zhi, Zidong Du, Qi Guo, Ninghui Sun, Yunji Chen
2020	J	`jnl`	Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE Trans. Computers Xi Zeng, Tian Zhi, Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Bingrui Wang, Yuanbo Wen, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Ninghui Sun, Yunji Chen
2020	A*	`conf`	DWM: A Decomposable Winograd Method for Convolution Acceleration. AAAI Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen
2020	J	`jnl`	DWM: A Decomposable Winograd Method for Convolution Acceleration. CoRR Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen
2020	A*	`conf`	Fixed-Point Back-Propagation Training. CVPR Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Qi Guo, Zidong Du, Tian Zhi, Yunji Chen
2020	J	`jnl`	Machine Learning Computers With Fractal von Neumann Architecture. IEEE Trans. Computers Yongwei Zhao, Zhe Fan, Zidong Du, Tian Zhi, Ling Li, Qi Guo, Shaoli Liu, Zhiwei Xu, Tianshi Chen, Yunji Chen
2020	J	`jnl`	ParaML: A Polyvalent Multicore Accelerator for Machine Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Shengyuan Zhou, Qi Guo, Zidong Du, Dao-Fu Liu, Tianshi Chen, Ling Li, Shaoli Liu, Jinhong Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen
2020	J	`jnl`	Rubik: A Hierarchical Architecture for Efficient Graph Learning. CoRR Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yunji Chen, Yuan Xie
2020	J	`jnl`	Self-Aware Neural Network Systems: A Survey and New Perspective. Proc. IEEE Zidong Du, Qi Guo, Yongwei Zhao, Tian Zhi, Yunji Chen, Zhiwei Xu
2019	J	`jnl`	Addressing Sparsity in Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xuda Zhou, Zidong Du, Shijin Zhang, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen
2019	J	`jnl`	BSHIFT: A Low Cost Deep Neural Networks Accelerator. Int. J. Parallel Program. Yong Yu, Tian Zhi, Xuda Zhou, Shaoli Liu, Yunji Chen, Shuyao Cheng
2019	A*	`conf`	Cambricon-F: machine learning computers with fractal von neumann architecture. ISCA Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen
2019	J	`jnl`	CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks. CoRR Weicheng Li, Rui Wang, Zhongzhi Luan, Di Huang, Zidong Du, Yunji Chen, Depei Qian
2019	J	`jnl`	Guest Editors' Introduction: Special Issue on Big Data Systems on Emerging Architectures. IEEE Trans. Big Data Bingsheng He, Yunji Chen, Jingren Zhou
2019	A*	`conf`	TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding. AAAI Lei Zhang, Shengyuan Zhou, Tian Zhi, Zidong Du, Yunji Chen
2018	J	`jnl`	An Instruction Set Architecture for Machine Learning. ACM Trans. Comput. Syst. Yunji Chen, Huiying Lan, Zidong Du, Shaoli Liu, Jinhua Tao, Dong Han, Tao Luo, Qi Guo, Ling Li, Yuan Xie, Tianshi Chen
2018	J	`jnl`	BenchIP: Benchmarking Intelligence Processors. J. Comput. Sci. Technol. Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Lingjie Xu, Cong Liu, Hai-Feng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen
2018	A*	`conf`	Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. MICRO Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Chengsi Liu, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen
2018	J	`jnl`	Using Local Clocks to Reproduce Concurrency Bugs. IEEE Trans. Software Eng. Zhe Wang, Chenggang Wu, Xiang Yuan, Zhenjiang Wang, Jianjun Li, Pen-Chung Yew, Jeff Huang, Xiaobing Feng, Yanyan Lan, Yunji Chen, Yuanming Lai, Yong Guan
2017	J	`jnl`	An Accelerator for High Efficient Vision Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zidong Du, Shaoli Liu, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Qi Guo, Xiaobing Feng, Yunji Chen, Olivier Temam
2017	J	`jnl`	BENCHIP: Benchmarking Intelligence Processors. CoRR 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
2017	J	`jnl`	DLPlib: A Library for Deep Learning Processor. J. Comput. Sci. Technol. Huiying Lan, Linyang Wu, Xiao Zhang, Jinhua Tao, Xunyu Chen, Bingrui Wang, Yu-Qing Wang, Qi Guo, Yunji Chen
2017	J	`jnl`	DaDianNao: A Neural Network Supercomputer. IEEE Trans. Computers Tao Luo, Shaoli Liu, Ling Li, Yuqing Wang, Shijin Zhang, Tianshi Chen, Zhiwei Xu, Olivier Temam, Yunji Chen
2017	A*	`ed.`	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 ASPLOS Yunji Chen, Olivier Temam, John Carter
2017	J	`jnl`	Secure Outsourcing of Virtual Appliance. IEEE Trans. Cloud Comput. Yubin Xia, Yutao Liu, Haibing Guan, Yunji Chen, Tianshi Chen, Binyu Zang, Haibo Chen
2017	J	`jnl`	Service-Oriented Architecture on FPGA-Based MPSoC. IEEE Trans. Parallel Distributed Syst. Chao Wang, Xi Li, Yunji Chen, Youhui Zhang, Oliver Diessel, Xuehai Zhou
2017	B	`conf`	TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. CCGrid Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen, Tianshi Chen
2016	J	`jnl`	A survey of routing algorithm for mesh Network-on-Chip. Frontiers Comput. Sci. Yue Wu, Chao Lu, Yunji Chen
2016	J	`jnl`	Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Qi Guo, Tianshi Chen, Yunji Chen, Franz Franchetti
2016	A*	`conf`	Cambricon-X: An accelerator for sparse neural networks. MICRO Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen
2016	A*	`conf`	Cambricon: An Instruction Set Architecture for Neural Networks. ISCA Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie, Yunji Chen, Tianshi Chen
2016	J	`jnl`	DianNao family: energy-efficient hardware accelerators for machine learning. Commun. ACM Yunji Chen, Tianshi Chen, Zhiwei Xu, Ninghui Sun, Olivier Temam
2016	J	`jnl`	IMR: High-Performance Low-Cost Multi-Ring NoCs. IEEE Trans. Parallel Distributed Syst. Shaoli Liu, Tianshi Chen, Ling Li, Xiaoxue Feng, Zhiwei Xu, Haibo Chen, Frederic T. Chong, Yunji Chen
2016	J	`jnl`	Near-Memory Data Services. IEEE Micro Babak Falsafi, Mircea Stan, Kevin Skadron, Nuwan Jayasena, Yunji Chen, Jinhua Tao, Ravi Nair, Jaime H. Moreno, Naveen Muralimanohar, Karthikeyan Sankaralingam, Cristian Estan
2015	J	`jnl`	A High-Throughput Neural Network Accelerator. IEEE Micro Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, Olivier Temam
2015	J	`jnl`	A Small-Footprint Accelerator for Large-Scale Neural Networks. ACM Trans. Comput. Syst. Tianshi Chen, Shijin Zhang, Shaoli Liu, Zidong Du, Tao Luo, Yuan Gao, Junjie Liu, Dongsheng Wang, Chengyong Wu, Ninghui Sun, Yunji Chen, Olivier Temam
2015	—	`ed.`	Advanced Parallel Processing Technologies - 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings APPT Yunji Chen, Paolo Ienne, Qing Ji
2015	J	`jnl`	Architecture Support for Task Out-of-Order Execution in MPSoCs. IEEE Trans. Computers Chao Wang, Xi Li, Junneng Zhang, Peng Chen, Yunji Chen, Xuehai Zhou, Ray C. C. Cheung
2015	J	`jnl`	Deterministic Replay: A Survey. ACM Comput. Surv. Yunji Chen, Shijin Zhang, Qi Guo, Ling Li, Ruiyang Wu, Tianshi Chen
2015	J	`jnl`	FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. IEEE Trans. Parallel Distributed Syst. Shaoli Liu, Tianshi Chen, Ling Li, Xi Li, Mingzhe Zhang, Chao Wang, Haibo Meng, Xuehai Zhou, Yunji Chen
2015	A	`conf`	HERMES: a fast cross-ISA binary translator with post-optimization. CGO Xiaochun Zhang, Qi Guo, Yunji Chen, Tianshi Chen, Weiwu Hu
2015	J	`jnl`	Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zidong Du, Avinash Lingamneni, Yunji Chen, Krishna V. Palem, Olivier Temam, Chengyong Wu
2015	A*	`conf`	Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches. MICRO Zidong Du, Daniel D. Ben-Dayan Rubin, Yunji Chen, Liqiang He, Tianshi Chen, Lei Zhang, Chengyong Wu, Olivier Temam
2015	J	`jnl`	Practical Iterative Optimization for the Data Center. ACM Trans. Archit. Code Optim. Shuangde Fang, Wenwen Xu, Yang Chen, Lieven Eeckhout, Olivier Temam, Yunji Chen, Chengyong Wu, Xiaobing Feng
2015	A*	`conf`	PuDianNao: A Polyvalent Machine Learning Accelerator. ASPLOS Dao-Fu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen
2015	—	`conf`	ReCBuLC: Reproducing Concurrency Bugs Using Local Clocks. ICSE (1) Xiang Yuan, Chenggang Wu, Zhenjiang Wang, Jianjun Li, Pen-Chung Yew, Jeff Huang, Xiaobing Feng, Yanyan Lan, Yunji Chen, Yong Guan
2015	A	`conf`	Retraining-based timing error mitigation for hardware neural networks. DATE Jiachao Deng, Yuntan Fang, Zidong Du, Ying Wang, Huawei Li, Olivier Temam, Paolo Ienne, David Novo, Xiaowei Li, Yunji Chen, Chengyong Wu
2015	J	`jnl`	Robust Design Space Modeling. ACM Trans. Design Autom. Electr. Syst. Qi Guo, Tianshi Chen, Zhi-Hua Zhou, Olivier Temam, Ling Li, Depei Qian, Yunji Chen
2015	A*	`conf`	ShiDianNao: shifting vision processing closer to the sensor. ISCA Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng, Yunji Chen, Olivier Temam
2015	J	`jnl`	Statistical Performance Comparisons of Computers. IEEE Trans. Computers Tianshi Chen, Qi Guo, Olivier Temam, Yue Wu, Yungang Bao, Zhiwei Xu, Yunji Chen
2014	J	`jnl`	A General-Purpose Many-Accelerator Architecture Based on Dataflow Graph Clustering of Applications. J. Comput. Sci. Technol. Peng Chen, Lei Zhang, Yinhe Han, Yunji Chen
2014	Misc	`conf`	A low-cost memory interface for high-throughput accelerators. CASES Jing Huang, Yuanjie Huang, Olivier Temam, Paolo Ienne, Yunji Chen, Chengyong Wu
2014	J	`jnl`	An 8-Core MIPS-Compatible Processor in 32/28 nm Bulk CMOS. IEEE J. Solid State Circuits Weiwu Hu, Liang Yang, Bao-Xia Fan, Huandong Wang, Yunji Chen
2014	J	`jnl`	An Elastic Architecture Adaptable to Various Application Scenarios. J. Comput. Sci. Technol. Yue Wu, Yunji Chen, Tianshi Chen, Qi Guo, Lei Zhang
2014	A*	`conf`	ArchRanker: A ranking approach to design space exploration. ISCA Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, Yunji Chen
2014	J	`jnl`	Auxiliary stream for optimizing memory access of video decoders. Sci. China Inf. Sci. Shaoli Liu, Ling Li, Yunji Chen, Weiwu Hu
2014	A	`conf`	Big data genome sequencing on Zynq based clusters (abstract only). FPGA Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen, Ray C. C. Cheung
2014	A	`conf`	Co-processing with dynamic reconfiguration on heterogeneous MPSoC: practices and design tradeoffs (abstract only). FPGA Chao Wang, Xi Li, Xuehai Zhou, Yunji Chen, Koen Bertels
2014	A*	`conf`	DaDianNao: A Machine-Learning Supercomputer. MICRO Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, Olivier Temam
2014	A*	`conf`	DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning. ASPLOS Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, Olivier Temam
2014	—	`conf`	Leveraging the error resilience of machine-learning applications for designing highly energy efficient accelerators. ASP-DAC Zidong Du, Krishna V. Palem, Lingamneni Avinash, Olivier Temam, Yunji Chen, Chengyong Wu
2014	J	`jnl`	Performance Portability Across Heterogeneous SoCs Using a Generalized Library-Based Approach. ACM Trans. Archit. Code Optim. Shuangde Fang, Zidong Du, Yuntan Fang, Yuanjie Huang, Yang Chen, Lieven Eeckhout, Olivier Temam, Huawei Li, Yunji Chen, Chengyong Wu
2014	J	`jnl`	Pre-Silicon Bug Forecast. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Qi Guo, Tianshi Chen, Yunji Chen, Rui Wang, Huanhuan Chen, Weiwu Hu, Guoliang Chen
2014	J	`jnl`	Prevention from Soft Errors via Architecture Elasticity. J. Comput. Sci. Technol. Yi-Xiao Yin, Yunji Chen, Qi Guo, Tianshi Chen
2013	J	`jnl`	Deterministic Replay Using Global Clock. ACM Trans. Archit. Code Optim. Yunji Chen, Tianshi Chen, Ling Li, Ruiyang Wu, Dao-Fu Liu, Weiwu Hu
2013	J	`jnl`	Effective and efficient microprocessor design space exploration using unlabeled design configurations. ACM Trans. Intell. Syst. Technol. Tianshi Chen, Yunji Chen, Qi Guo, Zhi-Hua Zhou, Ling Li, Zhiwei Xu
2013	A	`conf`	Elastic CGRAs. FPGA Yuanjie Huang, Paolo Ienne, Olivier Temam, Yunji Chen, Chengyong Wu
2013	—	`conf`	Godson-3B1500: A 32nm 1.35GHz 40W 172.8GFLOPS 8-core processor. ISSCC Weiwu Hu, Yifu Zhang, Liang Yang, Bao-Xia Fan, Yunji Chen, Shi-Qiang Zhong, Huandong Wang, Zichu Qi, Pengyu Wang, Xiang Gao, Xu Yang, Bin Xiao, Hongsheng Wang, Zongren Yang, Liqiong Yang, Shuai Chen
2013	J	`jnl`	LDet: Determinizing Asynchronous Transfer for Postsilicon Debugging. IEEE Trans. Computers Yunji Chen, Tianshi Chen, Ling Li, Lei Li, Liang Yang, Menghao Su, Weiwu Hu
2013	J	`jnl`	Microarchitectural design space exploration made fast. Microprocess. Microsystems Qi Guo, Tianshi Chen, Yunji Chen, Ling Li, Weiwu Hu
2013	J	`jnl`	Motion Estimation Without Integer-Pel Search. IEEE Trans. Image Process. Ling Li, Shaoli Liu, Yunji Chen, Tianshi Chen, Tao Luo
2012	C	`conf`	An Elastic Architecture Adaptable to Millions of Application Scenarios. NPC Yunji Chen, Tianshi Chen, Qi Guo, Zhiwei Xu, Lei Zhang
2012	—	`conf`	BenchNN: On the broad potential application scope of hardware neural network accelerators. IISWC Tianshi Chen, Yunji Chen, Marc Duranton, Qi Guo, Atif Hashmi, Mikko H. Lipasti, Andrew Nere, Shi Qiu, Michèle Sebag, Olivier Temam
2012	J	`jnl`	Global Adaptive Routing Algorithm Without Additional Congestion Propagation Network CoRR Shaoli Liu, Yunji Chen, Tianshi Chen, Ling Li, Chao Lu
2012	J	`jnl`	Linear Time Memory Consistency Verification. IEEE Trans. Computers Weiwu Hu, Yunji Chen, Tianshi Chen, Cheng Qian, Lei Li
2012	—	`conf`	Performance Prediction for Reconfigurable Processor. HPCC-ICESS Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen
2012	J	`jnl`	Program Regularization in Memory Consistency Verification. IEEE Trans. Parallel Distributed Syst. Yunji Chen, Lei Li, Tianshi Chen, Ling Li, Lei Wang, Xiaoxue Feng, Weiwu Hu
2012	J	`jnl`	RepTFD: Replay Based Transient Fault Detection CoRR Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Ruiyang Wu
2012	A*	`conf`	Statistical performance comparisons of computers. HPCA Tianshi Chen, Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, Weiwu Hu
2011	J	`jnl`	An FFT Performance Model for Optimizing General-Purpose Processor Architecture. J. Comput. Sci. Technol. Ling Li, Yunji Chen, Dao-Fu Liu, Cheng Qian, Weiwu Hu
2011	B	`conf`	Brief announcement: program regularization in verifying memory consistency. SPAA Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Cheng Qian, Weiwu Hu
2011	A*	`conf`	Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. IJCAI Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu
2011	J	`jnl`	Efficient Deterministic Replay Using Complete Race Detection CoRR Qi Guo, Yunji Chen, Tianshi Chen, Ling Li
2011	A	`conf`	Empirical design bugs prediction for verification. DATE Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Yue Wu, Weiwu Hu
2011	—	`conf`	Godson-3B: A 1GHz 40W 8-core 128GFLOPS processor in 65nm CMOS. ISSCC Weiwu Hu, Ru Wang, Yunji Chen, Bao-Xia Fan, Shi-Qiang Zhong, Xiang Gao, Zichu Qi, Xu Yang
2011	J	`jnl`	The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization CoRR Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao
2011	B	`conf`	Video Encoding without Integer-Pel Motion Estimation. DCC Shaoli Liu, Ling Li, Yunji Chen, Tianshi Chen
2010	A	`conf`	A general method to make multi-clock system deterministic. DATE Menghao Su, Yunji Chen, Xiang Gao
2010	A	`conf`	A multi-FPGA based platform for emulating a 100m-transistor-scale processor with high-speed peripherals (abstract only). FPGA Huandong Wang, Xiang Gao, Yunji Chen, Dan Tang, Weiwu Hu
2010	—	`conf`	Estimating design quality of digital systems via machine learning. ICECS Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
2010	A*	`conf`	LReplay: a pending period based deterministic replay scheme. ISCA Yunji Chen, Weiwu Hu, Tianshi Chen, Ruiyang Wu
2010	—	`conf`	On-the-Fly Reduction of Stimuli for Functional Verification. Asian Test Symposium Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Weiwu Hu
2010	J	`jnl`	System Architecture of Godson-3 Multi-Core Processors. J. Comput. Sci. Technol. Xiang Gao, Yunji Chen, Huandong Wang, Dan Tang, Weiwu Hu
2009	B	`conf`	A stochastic method for controlling the scaling parameters of Cauchy mutation in fast evolutionary programming. IEEE Congress on Evolutionary Computation Yunji Chen, Ke Tang, Tianshi Chen
2009	—	`conf`	An Enhanced HyperTransport Controller with Cache Coherence Support for Multiple-CMP. NAS Huandong Wang, Dan Tang, Xiang Gao, Yunji Chen
2009	—	`conf`	Designing an Effective Constraint Solver in Coverage Directed Test Generation. ICESS Haihua Shen, Pengyu Wang, Yunji Chen, Qi Guo, Heng Zhang
2009	—	`conf`	Efficiency-Aware QoS DRAM Scheduler. NAS Menghao Su, Xiang Gao, Yunji Chen, Qi Liu, Longbing Zhang
2009	A*	`conf`	Fast complete memory consistency verification. HPCA Yunji Chen, Yi Lv, Weiwu Hu, Tianshi Chen, Haihua Shen, Pengyu Wang, Hong Pan
2009	J	`jnl`	Global Clock, Physical Time Order and Pending Period Analysis in Multiprocessor Systems CoRR Yunji Chen, Tianshi Chen, Weiwu Hu
2009	J	`jnl`	Godson-3: A Scalable Multicore RISC Processor with x86 Emulation. IEEE Micro Weiwu Hu, Jian Wang, Xiang Gao, Yunji Chen, Qi Liu, Guojie Li
2008	—	`conf`	Coverage Directed Test Generation: Godson Experience. ATS Haihua Shen, Wenli Wei, Yunji Chen, Bowen Chen, Qi Guo
2008	—	`conf`	Testing content addressable memories using instructions and march-like algorithms. ICECS Lin Ma, Yunji Chen, Menghao Su, Zichu Qi, Heng Zhang, Weiwu Hu
2004	—	`conf`	EmGen: An Automatic Test-Program Generation Tool for Embedded IP Cores. ICESS Haihua Shen, Yunji Chen, Jing Huang