Qi Guo - RankMe

179 papers A* 52A 6B 2C 2Misc 1Journal 96Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AGON: Automated Design Framework for Customizing Processors From ISA Documents. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chongxiao Li, Di Huang, Pengwei Jin, TianYun Ma, Husheng Han, Shuyao Cheng, Yifan Hao, Yongwei Zhao, Guanglin Xu, Zidong Du, Rui Zhang, Xiaqing Li, Yuanbo Wen, Xing Hu, Qi Guo
2026	A*	`conf`	Cambricon-CIM: Enabling Energy-Efficient and Error-Resilient Analog CIM Acceleration via Reformation of Coding Bases. HPCA Hongrui Guo, Tianrui Ma, Zidong Du, Mo Zou, Yifan Hao, Yongwei Zhao, Rui Zhang, Wei Li, Xing Hu, Zhiwei Xu, Qi Guo, Tianshi Chen
2026	A*	`conf`	Cambricon-GS: An Accelerator for 3D Gaussian Splatting Training With Gaussian-Pixel Hybrid Parallelism. HPCA Rui Wen, Zhifei Yue, Tianbo Liu, Xinkai Song, Jin Li, Di Huang, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Tianshi Chen
2026	J	`jnl`	CodeV: Empowering LLMs With HDL Generation Through Multilevel Summarization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yang Zhao, Di Huang, Chongxiao Li, Pengwei Jin, Muxin Song, Yinan Xu, Ziyuan Nan, Mingju Gao, TianYun Ma, Lei Qi, Yansong Pan, Zhenxing Zhang, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Xing Hu
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	J	`jnl`	QiMeng-CodeV-SVA: Training Specialized LLMs for Hardware Assertion Generation via RTL-Grounded Bidirectional Data Synthesis. CoRR Yutong Wu, Chenrui Cao, Pengwei Jin, Di Huang, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Xing Hu
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	J	`jnl`	TensorFHE+: Fully Homomorphic Encryption Acceleration Based on Linear Algebra. IEEE Trans. Computers Yintai Sun, Shengyu Fan, Zhenhua Yin, Xinkai Song, Xing Hu, Zidong Du, Qi Guo, Weizhi Xu, Rui Hou, Dan Meng, Song Bian, Mingzhe Zhang
2025	J	`jnl`	AI Computing Systems for Large Language Models Training. J. Comput. Sci. Technol. Zhenxing Zhang, Yuanbo Wen, Han-Qi Lyu, Chang Liu, Rui Zhang, Xia-Qing Li, Chao Wang, Zidong Du, Qi Guo, Ling Li, Xue-Hai Zhou, Yun-Ji 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`	CAN: Cascade Augmentations Against Noise for Image Restoration. IEEE Trans. Image Process. Yanyang Yan, Siyuan Yao, Wenqi Ren, Rui Zhang, Qi Guo, Xiaochun Cao
2025	A*	`conf`	Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation. HPCA Zhifei Yue, Xinkai Song, Tianbo Liu, Xing Hu, Rui Zhang, Zidong Du, Wei Li, Qi Guo, Tianshi Chen
2025	A*	`conf`	Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. ISCA Tianbo Liu, Xinkai Song, Zhifei Yue, Rui Wen, Xing Hu, Zhuoran Song, Yuanbo Wen, Yifan Hao, Wei Li, Zidong Du, Rui Zhang, Jiaming Guo, Di Huang, Shaohui Peng, Guangzhong Sun, Qi Guo, Tianshi 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	—	`conf`	DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. NAACL (Findings) Pucheng Dang, Xing Hu, Dong Li, Rui Zhang, Qi Guo, Kaidi Xu
2025	J	`jnl`	Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators. IEEE Trans. Computers Jun Bi, Yuanbo Wen, Xiaqing Li, Yongwei Zhao, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen, Qi Guo
2025	J	`jnl`	FlexMem: High-Parallel Near-Memory Architecture for Flexible Dataflow in Fully Homomorphic Encryption. CoRR Shangyi Shi, Husheng Han, Jianan Mu, Xinyao Zheng, Ling Liang, Hang Lu, Zidong Du, Xiaowei Li, Xing Hu, Qi Guo
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	J	`jnl`	Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. TianYun Ma, Yuanbo Wen, Xinkai Song, Pengwei Jin, Di Huang, Husheng Han, Ziyuan Nan, Zhongkai Yu, Shaohui Peng, Yongwei Zhao, Huaping Chen, Zidong Du, Xing Hu, Qi Guo
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`	MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions. CoRR Pucheng Dang, Di Huang, Dong Li, Kang Chen, Yuanbo Wen, Qi Guo, Xing Hu, Ninghui Sun
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	—	`conf`	Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with ASPLOS (2) Jianxing Xu, Yuanbo Wen, Zikang Liu, Ruibai Xu, Tingfeng Ruan, Jun Bi, Rui Zhang, Di Huang, Xinkai Song, Yifan Hao, Xing Hu, Zidong Du, Chongqing Zhao, Jiang Jie, Qi Guo
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	—	`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`	RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs. CoRR Pengwei Jin, Di Huang, Chongxiao Li, Shuyao Cheng, Yang Zhao, Xinyao Zheng, Jiaguo Zhu, Shuyi Xing, Bohan Dou, Rui Zhang, Zidong Du, Qi Guo, Xing Hu
2025	J	`jnl`	SaaP: Rearchitect SoC-as-a-Processor to Orchestrate Hardware Heterogeneity. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Pengwei Jin, Zhe Fan, Yongwei Zhao, Zidong Du, Hongrui Guo, Ziyuan Nan, Yifan Hao, Chongxiao Li, TianYun Ma, Zhenxing Zhang, Xiaqing Li, Wei Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi Chen
2025	J	`jnl`	SnsBooster: Enhancing Sampling-based ACM Trans. Archit. Code Optim. Chenji Han, Zifei Zhang, Feng Xue, Xinyu Li, Yuxuan Wu, Tingting Zhang, Tianyi Liu, Qi Guo, Fuxin Zhang
2025	J	`jnl`	VariPar: Variation-Aware Workload Partitioning in Chiplet-Based DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ximing Liu, Yongwei Zhao, Mo Zou, Yang Liu, Yifan Hao, Xiaqing Li, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Tianshi Chen
2024	J	`jnl`	AGON: Automated Design Framework for Customizing Processors from ISA Documents. CoRR Chongxiao Li, Di Huang, Pengwei Jin, TianYun Ma, Husheng Han, Shuyao Cheng, Yifan Hao, Yongwei Zhao, Guanglin Xu, Zidong Du, Rui Zhang, Xiaqing Li, Yuanbo Wen, Yanjun Wu, Chen Zhao, Xing Hu, Qi Guo
2024	A*	`conf`	AVM-BTB: Adaptive and Virtualized Multi-level Branch Target Buffer. ISCA Yunzhe Liu, Xinyu Li, Tingting Zhang, Tianyi Liu, Qi Guo, Fuxin Zhang, Jian Wang
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	A*	`conf`	Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. MICRO Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen
2024	A*	`conf`	Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. ISCA Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen
2024	A*	`conf`	Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. MICRO Zhongkai Yu, Shengwen Liang, TianYun Ma, Yunke Cai, Ziyuan Nan, Di Huang, Xinkai Song, Yifan Hao, Jie Zhang, Tian Zhi, Yongwei Zhao, Zidong Du, Xing Hu, Qi Guo, Tianshi Chen
2024	J	`jnl`	Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. CoRR Zhongkai Yu, Shengwen Liang, TianYun Ma, Yunke Cai, Ziyuan Nan, Di Huang, Xinkai Song, Yifan Hao, Jie Zhang, Tian Zhi, Yongwei Zhao, Zidong Du, Xing Hu, Qi Guo, Tianshi Chen
2024	A*	`conf`	Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference. MICRO Hongrui Guo, Mo Zou, Yifan Hao, Zidong Du, Erxiang Ren, Yang Liu, Yongwei Zhao, Tianrui Ma, Rui Zhang, Xing Hu, Fei Qiao, Zhiwei Xu, Qi Guo, Tianshi Chen
2024	A*	`conf`	Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR Zhengyue Zhao, Jinhao Duan, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Xing Hu
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	J	`jnl`	DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. CoRR Pucheng Dang, Xing Hu, Dong Li, Rui Zhang, Qi Guo, Kaidi Xu
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`	Explainable and Layout-Aware Timing Prediction. ICCAD Zhengyang Lyu, Xiaqing Li, Zidong Du, Qi Guo
2024	J	`jnl`	FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. IEEE Trans. Parallel Distributed Syst. Xiaqing Li, Qi Guo, Guangyan Zhang, Siwei Ye, Guanhua He, Yiheng Yao, Rui Zhang, Yifan Hao, Zidong Du, Weimin Zheng
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	J	`jnl`	InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks. CoRR Xinyao Zheng, Husheng Han, Shangyi Shi, Qiyan Fang, Zidong Du, Xing Hu, Qi Guo
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`	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`	Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Husheng Han, Xing Hu, Yifan Hao, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Wang, Xishan Zhang, Tianshi Chen
2024	A*	`conf`	Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation. DAC Shuyao Cheng, Chongxiao Li, Zidong Du, Rui Zhang, Xing Hu, Xiaqing Li, Guanglin Xu, Yuanbo Wen, Qi Guo
2024	—	`conf`	TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. ASPLOS (4) Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
2024	J	`jnl`	TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. CoRR Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
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
2024	J	`jnl`	Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. ACM Trans. Archit. Code Optim. Feng Xue, Chenji Han, Xinyu Li, Junliang Wu, Tingting Zhang, Tianyi Liu, Yifan Hao, Zidong Du, Qi Guo, Fuxin Zhang
2024	J	`jnl`	World-Consistent Data Generation for Vision-and-Language Navigation. CoRR Yu Zhong, Rui Zhang, Zihao Zhang, Shuo Wang, Chuan Fang, Xishan Zhang, Jiaming Guo, Shaohui Peng, Di Huang, Yanyang Yan, Xing Hu, Ping Tan, Qi Guo
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	A*	`conf`	Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. MICRO Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen
2023	A*	`conf`	Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. MICRO Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu
2023	J	`jnl`	Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CoRR Zhengyue Zhao, Jinhao Duan, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Xing Hu
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`	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	J	`jnl`	Hardware Acceleration for SLAM in Mobile Systems. J. Comput. Sci. Technol. Zhe Fan, Yifan Hao, Tian Zhi, Qi Guo, Zidong Du
2023	—	`conf`	Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators. ASPLOS (3) Jun Bi, Qi Guo, Xiaqing Li, Yongwei Zhao, Yuanbo Wen, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi 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`	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`	Ultra-low Precision Multiplication-free Training for Deep Neural Networks. CoRR Chang Liu, Rui Zhang, Xishan Zhang, Yifan Hao, Zidong Du, Xing Hu, Ling Li, Qi Guo
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	J	`jnl`	A Systematic View of Model Leakage Risks in Deep Neural Network Systems. IEEE Trans. Computers Xing Hu, Ling Liang, Xiaobing Chen, Lei Deng, Yu Ji, Yufei Ding, Zidong Du, Qi Guo, Timothy Sherwood, Yuan Xie
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`	Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. MICRO Yifan Hao, Yongwei Zhao, Chenxiao Liu, Zidong Du, Shuyao Cheng, Xiaqing Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi 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	J	`jnl`	Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. IEEE Trans. Computers Yuanbo Wen, Qi Guo, Zidong Du, Jianxing Xu, Zhenxing Zhang, Xing Hu, Wei Li, Rui Zhang, Chao Wang, Xuehai Zhou, Tianshi 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`	Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. CoRR Husheng Han, Xing Hu, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Yang, Tianshi Chen
2021	A*	`conf`	Cambricon-Q: A Hybrid Architecture for Efficient Training. ISCA Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Xinkai Song, Wei Li, Xishan Zhang, Ling Li, Zhiwei Xu, Tianshi 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`	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	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
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
2017	A*	`conf`	AdaStorm: Resource Efficient Storm with Adaptive Configuration. ICDE Zujian Weng, Qi Guo, Chunkai Wang, Xiaofeng Meng, Bingsheng He
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`	Automating Characterization Deployment in Distributed Data Stream Management Systems. IEEE Trans. Knowl. Data Eng. Chunkai Wang, Xiaofeng Meng, Qi Guo, Zujian Weng, Chen Yang
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	—	`conf`	Revisiting performance in big data systems: an resource decoupling approach. SoCC Chen Yang, Qi Guo, Xiaofeng Meng, Rihui Xin, Chunkai Wang
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`	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	J	`jnl`	Evaluation and Tradeoffs for Out-of-Order Execution on Reconfigurable Heterogeneous MPSoC. IEEE Trans. Very Large Scale Integr. Syst. Qi Guo, Xi Li, Chao Wang, Xuehai Zhou
2016	A	`conf`	OrientStream: A Framework for Dynamic Resource Allocation in Distributed Data Stream Management Systems. CIKM Chunkai Wang, Xiaofeng Meng, Qi Guo, Zujian Weng, Chen Yang
2015	J	`jnl`	Deterministic Replay: A Survey. ACM Comput. Surv. Yunji Chen, Shijin Zhang, Qi Guo, Ling Li, Ruiyang Wu, Tianshi Chen
2015	A*	`conf`	Enabling portable energy efficiency with memory accelerated library. MICRO Qi Guo, Tze Meng Low, Nikolaos Alachiotis, Berkin Akin, Larry T. Pileggi, James C. Hoe, Franz Franchetti
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	—	`conf`	Metis: a smart memory allocator using historical reclamation information. ICOOOLPS@ECOOP Shijie Xu, Qi Guo, Gerhard W. Dueck, David Bremner, Yang Wang
2015	—	`conf`	Optimizing Space Time Adaptive Processing through accelerating memory-bounded operations. HPEC Tze Meng Low, Qi Guo, Franz Franchetti
2015	A	`conf`	RapidPath: Accelerating Constrained Shortest Path Finding in Graphs on FPGA (Abstract Only). FPGA Chao Wang, Xi Li, Qi Guo, Xuehai Zhou
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	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`	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`	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	—	`conf`	Automatic Loop-Based Pipeline Optimization on Reconfigurable Platform. TrustCom/ISPA/IUCC Qi Guo, Chao Wang, Xiaojing Feng, Xuehai Zhou
2013	A	`conf`	Breaking the boundary for whole-system performance optimization of big data. ISLPED Yan Li, Kun Wang, Qi Guo, Xin Li, Xiaochen Zhang, Guancheng Chen, Tao Liu, Jian Li
2013	—	`conf`	Correlation-based performance analysis for full-system MapReduce optimization. IEEE BigData Qi Guo, Yan Li, Tao Liu, Kun Wang, Guancheng Chen, Xiaoming Bao, Wentao Tang
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	J	`jnl`	Microarchitectural design space exploration made fast. Microprocess. Microsystems Qi Guo, Tianshi Chen, Yunji Chen, Ling Li, Weiwu Hu
2013	—	`conf`	Pipeline Optimization for Loops on Reconfigurable Platform. ARC Qi Guo, Chao Wang, Xuehai Zhou, Xi Li
2013	—	`conf`	Static or Dynamic: Trade-Offs for Task Dependency Analysis for Heterogeneous MPSoC. TrustCom/ISPA/IUCC Qi Guo, Chao Wang, Xuehai Zhou, Xi Li
2013	—	`conf`	VBIW: Optimizing Indirect Branch in Dynamic Binary Translation. HPCC/EUC Xiaochun Zhang, Xiang Gao, Qi Guo, Jing Huang, Hongwei Liu, Xiaofu Meng
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	—	`conf`	Performance Prediction for Reconfigurable Processor. HPCC-ICESS Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen
2012	A*	`conf`	Statistical performance comparisons of computers. HPCA Tianshi Chen, Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, 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
2010	Misc	`conf`	Design of Low-Cost High-Performance Floating-Point Fused Multiply-Add with Reduced Power. VLSI Design Zichu Qi, Qi Guo, Ge Zhang, Xiangku Li, Weiwu Hu
2010	—	`conf`	Estimating design quality of digital systems via machine learning. ICECS Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
2010	—	`conf`	On-the-Fly Reduction of Stimuli for Functional Verification. Asian Test Symposium Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Weiwu Hu
2009	—	`conf`	Designing an Effective Constraint Solver in Coverage Directed Test Generation. ICESS Haihua Shen, Pengyu Wang, Yunji Chen, Qi Guo, Heng Zhang
2008	—	`conf`	Coverage Directed Test Generation: Godson Experience. ATS Haihua Shen, Wenli Wei, Yunji Chen, Bowen Chen, Qi Guo