Coverage Directed Test Generation: Godson Experience. - Haihua Shen; Wenli Wei; Yunji Chen; Bowen Chen; Qi Guo 001 (ATS, 2008)

Designing an Effective Constraint Solver in Coverage Directed Test Generation. - Haihua Shen; Pengyu Wang; Yunji Chen; Qi Guo 001; Heng Zhang (ICESS, 2009)

On-the-Fly Reduction of Stimuli for Functional Verification. - Qi Guo 001; Tianshi Chen 002; Haihua Shen; Yunji Chen; Weiwu Hu (Asian Test Symposium, 2010)

Estimating design quality of digital systems via machine learning. - Qi Guo 001; Tianshi Chen 002; Haihua Shen; Yunji Chen (ICECS, 2010)

Design of Low-Cost High-Performance Floating-Point Fused Multiply-Add with Reduced Power. - Zichu Qi; Qi Guo 001; Ge Zhang 007; Xiangku Li; Weiwu Hu (VLSI Design, 2010)

Empirical design bugs prediction for verification. - Qi Guo 001; Tianshi Chen 002; Haihua Shen; Yunji Chen; Yue Wu; Weiwu Hu (DATE, 2011)

Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. - Qi Guo 001; Tianshi Chen 002; Yunji Chen; Zhi-Hua Zhou; Weiwu Hu; Zhiwei Xu 002 (IJCAI, 2011)

Efficient Deterministic Replay Using Complete Race Detection - Qi Guo 001; Yunji Chen; Tianshi Chen 002; Ling Li 001 (CoRR, 2011)

Statistical performance comparisons of computers. - Tianshi Chen 002; Yunji Chen; Qi Guo 001; Olivier Temam; Yue Wu; Weiwu Hu (HPCA, 2012)

Performance Prediction for Reconfigurable Processor. - Dao-Fu Liu; Qi Guo 001; Tianshi Chen 002; Ling Li 001; Yunji Chen (HPCC-ICESS, 2012)

BenchNN: On the broad potential application scope of hardware neural network accelerators. - Tianshi Chen 002; Yunji Chen; Marc Duranton; Qi Guo 001; Atif Hashmi; Mikko H. Lipasti; Andrew Nere; Shi Qiu; Michèle Sebag; Olivier Temam (IISWC, 2012)

An Elastic Architecture Adaptable to Millions of Application Scenarios. - Yunji Chen; Tianshi Chen 002; Qi Guo 001; Zhiwei Xu 002; Lei Zhang 008 (NPC, 2012)

Pipeline Optimization for Loops on Reconfigurable Platform. - Qi Guo 001; Chao Wang 003; Xuehai Zhou; Xi Li 003 (ARC, 2013)

Correlation-based performance analysis for full-system MapReduce optimization. - Qi Guo 001; Yan Li; Tao Liu; Kun Wang; Guancheng Chen; Xiaoming Bao; Wentao Tang (IEEE BigData, 2013)

VBIW: Optimizing Indirect Branch in Dynamic Binary Translation. - Xiaochun Zhang; Xiang Gao; Qi Guo 001; Jing Huang; Hongwei Liu; Xiaofu Meng (HPCC/EUC, 2013)

Breaking the boundary for whole-system performance optimization of big data. - Yan Li; Kun Wang; Qi Guo 001; Xin Li; Xiaochen Zhang; Guancheng Chen; Tao Liu; Jian Li 059 (ISLPED, 2013)

Automatic Loop-Based Pipeline Optimization on Reconfigurable Platform. - Qi Guo 001; Chao Wang 003; Xiaojing Feng; Xuehai Zhou (TrustCom/ISPA/IUCC, 2013)

Static or Dynamic: Trade-Offs for Task Dependency Analysis for Heterogeneous MPSoC. - Qi Guo 001; Chao Wang 003; Xuehai Zhou; Xi Li 003 (TrustCom/ISPA/IUCC, 2013)

Microarchitectural design space exploration made fast. - Qi Guo 001; Tianshi Chen 002; Yunji Chen; Ling Li 001; Weiwu Hu (Microprocess. Microsystems, 2013)

Effective and efficient microprocessor design space exploration using unlabeled design configurations. - Tianshi Chen 002; Yunji Chen; Qi Guo 001; Zhi-Hua Zhou; Ling Li 001; Zhiwei Xu 002 (ACM Trans. Intell. Syst. Technol., 2013)

ArchRanker: A ranking approach to design space exploration. - Tianshi Chen 002; Qi Guo 001; Ke Tang 001; Olivier Temam; Zhiwei Xu 002; Zhi-Hua Zhou; Yunji Chen (ISCA, 2014)

An Elastic Architecture Adaptable to Various Application Scenarios. - Yue Wu; Yunji Chen; Tianshi Chen 002; Qi Guo 001; Lei Zhang 008 (J. Comput. Sci. Technol., 2014)

Prevention from Soft Errors via Architecture Elasticity. - Yi-Xiao Yin; Yunji Chen; Qi Guo 001; Tianshi Chen 002 (J. Comput. Sci. Technol., 2014)

Pre-Silicon Bug Forecast. - Qi Guo 001; Tianshi Chen 002; Yunji Chen; Rui Wang 022; Huanhuan Chen; Weiwu Hu; Guoliang Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014)

HERMES: a fast cross-ISA binary translator with post-optimization. - Xiaochun Zhang; Qi Guo 001; Yunji Chen; Tianshi Chen 002; Weiwu Hu (CGO, 2015)

Metis: a smart memory allocator using historical reclamation information. - Shijie Xu; Qi Guo 001; Gerhard W. Dueck; David Bremner; Yang Wang 006 (ICOOOLPS@ECOOP, 2015)

RapidPath: Accelerating Constrained Shortest Path Finding in Graphs on FPGA (Abstract Only). - Chao Wang 003; Xi Li 003; Qi Guo 001; Xuehai Zhou (FPGA, 2015)

Optimizing Space Time Adaptive Processing through accelerating memory-bounded operations. - Tze Meng Low; Qi Guo 001; Franz Franchetti (HPEC, 2015)

Enabling portable energy efficiency with memory accelerated library. - Qi Guo 001; Tze Meng Low; Nikolaos Alachiotis 001; Berkin Akin; Larry T. Pileggi; James C. Hoe; Franz Franchetti (MICRO, 2015)

Deterministic Replay: A Survey. - Yunji Chen; Shijin Zhang; Qi Guo 001; Ling Li 001; Ruiyang Wu 001; Tianshi Chen 002 (ACM Comput. Surv., 2015)

Statistical Performance Comparisons of Computers. - Tianshi Chen 002; Qi Guo 001; Olivier Temam; Yue Wu; Yungang Bao; Zhiwei Xu 002; Yunji Chen (IEEE Trans. Computers, 2015)

Robust Design Space Modeling. - Qi Guo 001; Tianshi Chen 002; Zhi-Hua Zhou; Olivier Temam; Ling Li 001; Depei Qian; Yunji Chen (ACM Trans. Design Autom. Electr. Syst., 2015)

OrientStream: A Framework for Dynamic Resource Allocation in Distributed Data Stream Management Systems. - Chunkai Wang; Xiaofeng Meng 001; Qi Guo 001; Zujian Weng; Chen Yang 009 (CIKM, 2016)

Cambricon-X: An accelerator for sparse neural networks. - Shijin Zhang; Zidong Du; Lei Zhang 008; Huiying Lan; Shaoli Liu; Ling Li 001; Qi Guo 001; Tianshi Chen 002; Yunji Chen (MICRO, 2016)

Accelerating Architectural Simulation Via Statistical Techniques: A Survey. - Qi Guo 001; Tianshi Chen 002; Yunji Chen; Franz Franchetti (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Evaluation and Tradeoffs for Out-of-Order Execution on Reconfigurable Heterogeneous MPSoC. - Qi Guo 001; Xi Li 003; Chao Wang 003; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2016)

TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. - Jinhong Zhou; Shaoli Liu; Qi Guo 001; Xuda Zhou; Tian Zhi; Dao-Fu Liu; Chao Wang 003; Xuehai Zhou; Yunji Chen; Tianshi Chen 002 (CCGrid, 2017)

Revisiting performance in big data systems: an resource decoupling approach. - Chen Yang 009; Qi Guo 001; Xiaofeng Meng 001; Rihui Xin; Chunkai Wang (SoCC, 2017)

AdaStorm: Resource Efficient Storm with Adaptive Configuration. - Zujian Weng; Qi Guo 001; Chunkai Wang; Xiaofeng Meng 001; Bingsheng He (ICDE, 2017)

BENCHIP: Benchmarking Intelligence Processors. - Jinhua Tao; Zidong Du; Qi Guo 001; Huiying Lan; Lei Zhang 008; Shengyuan Zhou; Cong Liu; Hai-Feng Liu; Shan Tang; Allen Rush; Willian Chen; Shaoli Liu; et al. (CoRR, 2017)

DLPlib: A Library for Deep Learning Processor. - Huiying Lan; Linyang Wu; Xiao Zhang; Jinhua Tao; Xunyu Chen; Bingrui Wang; Yu-Qing Wang; Qi Guo 001; Yunji Chen (J. Comput. Sci. Technol., 2017)

An Accelerator for High Efficient Vision Processing. - Zidong Du; Shaoli Liu; Robert Fasthuber; Tianshi Chen 002; Paolo Ienne; Ling Li 001; Tao Luo; Qi Guo 001; Xiaobing Feng 002; Yunji Chen; Olivier Temam (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Automating Characterization Deployment in Distributed Data Stream Management Systems. - Chunkai Wang; Xiaofeng Meng 001; Qi Guo 001; Zujian Weng; Chen Yang 009 (IEEE Trans. Knowl. Data Eng., 2017)

Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. - Xuda Zhou; Zidong Du; Qi Guo 001; Shaoli Liu; Chengsi Liu; Chao Wang 003; Xuehai Zhou; Ling Li 001; Tianshi Chen 002; Yunji Chen (MICRO, 2018)

BenchIP: Benchmarking Intelligence Processors. - Jinhua Tao; Zidong Du; Qi Guo 001; Huiying Lan; Lei Zhang 008; Shengyuan Zhou; Lingjie Xu; Cong Liu; Hai-Feng Liu; Shan Tang; Allen Rush; Willian Chen; et al. (J. Comput. Sci. Technol., 2018)

An Instruction Set Architecture for Machine Learning. - Yunji Chen; Huiying Lan; Zidong Du; Shaoli Liu; Jinhua Tao; Dong Han; Tao Luo; Qi Guo 001; Ling Li 001; Yuan Xie 001; Tianshi Chen 002 (ACM Trans. Comput. Syst., 2018)

Cambricon-F: machine learning computers with fractal von neumann architecture. - Yongwei Zhao; Zidong Du; Qi Guo 001; Shaoli Liu; Ling Li 001; Zhiwei Xu 002; Tianshi Chen 002; Yunji Chen (ISCA, 2019)

Addressing Sparsity in Deep Neural Networks. - Xuda Zhou; Zidong Du; Shijin Zhang; Lei Zhang 008; Huiying Lan; Shaoli Liu; Ling Li 001; Qi Guo 001; Tianshi Chen 002; Yunji Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

DWM: A Decomposable Winograd Method for Convolution Acceleration. - Di Huang; Xishan Zhang; Rui Zhang 040; Tian Zhi; Deyuan He; Jiaming Guo; Chang Liu 021; Qi Guo 001; Zidong Du; Shaoli Liu; Tianshi Chen 002; Yunji Chen (AAAI, 2020)

Fixed-Point Back-Propagation Training. - Xishan Zhang; Shaoli Liu; Rui Zhang 040; Chang Liu 021; Di Huang; Shiyi Zhou; Jiaming Guo; Qi Guo 001; Zidong Du; Tian Zhi; Yunji Chen (CVPR, 2020)

ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. - Xi Zeng; Tian Zhi; Zidong Du; Qi Guo 001; Ninghui Sun; Yunji Chen (ICCD, 2020)

Self-Aware Neural Network Systems: A Survey and New Perspective. - Zidong Du; Qi Guo 001; Yongwei Zhao; Tian Zhi; Yunji Chen; Zhiwei Xu 002 (Proc. IEEE, 2020)

Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. - Xi Zeng; Tian Zhi; Xuda Zhou; Zidong Du; Qi Guo 001; Shaoli Liu; Bingrui Wang; Yuanbo Wen; Chao Wang 003; Xuehai Zhou; Ling Li 001; Tianshi Chen 002; et al. (IEEE Trans. Computers, 2020)

Machine Learning Computers With Fractal von Neumann Architecture. - Yongwei Zhao; Zhe Fan; Zidong Du; Tian Zhi; Ling Li 001; Qi Guo 001; Shaoli Liu; Zhiwei Xu 002; Tianshi Chen 002; Yunji Chen (IEEE Trans. Computers, 2020)

ParaML: A Polyvalent Multicore Accelerator for Machine Learning. - Shengyuan Zhou; Qi Guo 001; Zidong Du; Dao-Fu Liu; Tianshi Chen 002; Ling Li 001; Shaoli Liu; Jinhong Zhou; Olivier Temam; Xiaobing Feng 002; Xuehai Zhou; Yunji Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. - Jiaming Guo; Rui Zhang 040; Xishan Zhang; Shaohui Peng; Qi Yi; Zidong Du; Xing Hu 001; Qi Guo 001; Yunji Chen (IJCAI, 2021)

Cambricon-Q: A Hybrid Architecture for Efficient Training. - Yongwei Zhao; Chang Liu 021; Zidong Du; Qi Guo 001; Xing Hu 001; Yimin Zhuang; Zhenxing Zhang; Xinkai Song; Wei Li 008; Xishan Zhang; Ling Li 001; Zhiwei Xu 002; et al. (ISCA, 2021)

ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. - Husheng Han; Kaidi Xu; Xing Hu 001; Xiaobing Chen; Ling Liang; Zidong Du; Qi Guo 001; Yanzhi Wang; Yunji Chen (NeurIPS, 2021)

Space-address decoupled scratchpad memory management for neural network accelerators. - Zhenxing Zhang; Shiyan Sun; Xunyu Chen; Tian Zhi; Qi Guo 001; Yunji Chen (Concurr. Comput. Pract. Exp., 2021)

Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms. - Ruizhi Chen; Xiaoyu Wu; Yansong Pan; Kaizhao Yuan; Ling Li 001; TianYun Ma; JiYuan Liang; Rui Zhang 040; Kai Wang; Chen Zhang 001; Shaohui Peng; Xishan Zhang; et al. (CoRR, 2021)

Neural Program Synthesis with Query. - Di Huang; Rui Zhang 040; Xing Hu 001; Xishan Zhang; Pengwei Jin; Nan Li; Zidong Du; Qi Guo 001; Yunji Chen (ICLR, 2022)

BabelTower: Learning to Auto-parallelized Program Translation. - Yuanbo Wen; Qi Guo 001; Qiang Fu; Xiaqing Li; Jianxing Xu; Yanlin Tang; Yongwei Zhao; Xing Hu 001; Zidong Du; Ling Li 001; Chao Wang 003; Xuehai Zhou; et al. (ICML, 2022)

Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. - Yifan Hao 001; Yongwei Zhao; Chenxiao Liu; Zidong Du; Shuyao Cheng; Xiaqing Li; Xing Hu 001; Qi Guo 001; Zhiwei Xu 002; Tianshi Chen 002 (MICRO, 2022)

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. - Shaohui Peng; Xing Hu 001; Rui Zhang 040; Ke Tang 001; Jiaming Guo; Qi Yi; Ruizhi Chen; Xishan Zhang; Zidong Du; Ling Li 001; Qi Guo 001; Yunji Chen (NeurIPS, 2022)

Object-Category Aware Reinforcement Learning. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Xing Hu 001; Zidong Du; Xishan Zhang; Qi Guo 001; Yunji Chen (NeurIPS, 2022)

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. - Husheng Han; Xing Hu 001; Kaidi Xu; Pucheng Dang; Ying Wang 001; Yongwei Zhao; Zidong Du; Qi Guo 001; Yanzhi Yang; Tianshi Chen 002 (CoRR, 2022)

Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System. - Zidong Du; Qi Guo 001; Yongwei Zhao; Xi Zeng; Ling Li 001; Limin Cheng; Zhiwei Xu 002; Ninghui Sun; Yunji Chen (IEEE Trans. Computers, 2022)

A Systematic View of Model Leakage Risks in Deep Neural Network Systems. - Xing Hu 001; Ling Liang; Xiaobing Chen; Lei Deng 003; Yu Ji 002; Yufei Ding 001; Zidong Du; Qi Guo 001; Timothy Sherwood; Yuan Xie 001 (IEEE Trans. Computers, 2022)

Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. - Yuanbo Wen; Qi Guo 001; Zidong Du; Jianxing Xu; Zhenxing Zhang; Xing Hu 001; Wei Li 008; Rui Zhang 040; Chao Wang 003; Xuehai Zhou; Tianshi Chen 002 (IEEE Trans. Computers, 2022)

Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks. - Xinkai Song; Tian Zhi; Zhe Fan; Zhenxing Zhang; Xi Zeng; Wei Li 008; Xing Hu 001; Zidong Du; Qi Guo 001; Yunji Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Online Symbolic Regression with Informative Query. - Pengwei Jin; Di Huang; Rui Zhang 040; Xing Hu 001; Ziyuan Nan; Zidong Du; Qi Guo 001; Yunji Chen (AAAI, 2023)

Conceptual Reinforcement Learning for Language-Conditioned Tasks. - Shaohui Peng; Xing Hu 001; Rui Zhang 040; Jiaming Guo; Qi Yi; Ruizhi Chen; Zidong Du; Ling Li 001; Qi Guo 001; Yunji Chen (AAAI, 2023)

Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators. - Jun Bi; Qi Guo 001; Xiaqing Li; Yongwei Zhao; Yuanbo Wen; Yuxuan Guo; Enshuai Zhou; Xing Hu 001; Zidong Du; Ling Li 001; Huaping Chen 001; Tianshi Chen 002 (ASPLOS (3), 2023)

BALTO: fast tensor program optimization with diversity-based active learning. - Jun Bi; Xiaqing Li; Qi Guo 001; Rui Zhang 040; Yuanbo Wen; Xing Hu 001; Zidong Du; Xinkai Song; Yifan Hao 001; Yunji Chen (ICLR, 2023)

Online Prototype Alignment for Few-shot Policy Transfer. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Yunkai Gao 001; Kaizhao Yuan; Ruizhi Chen; Siming Lan; Xing Hu 001; Zidong Du; Xishan Zhang; Qi Guo 001; et al. (ICML, 2023)

Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. - Hongrui Guo; Yongwei Zhao; Zhangmai Li; Yifan Hao 001; Chang Liu 021; Xinkai Song; Xiaqing Li; Zidong Du; Rui Zhang 040; Qi Guo 001; Tianshi Chen 002; Zhiwei Xu 002 (MICRO, 2023)

Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. - Xinkai Song; Yuanbo Wen; Xing Hu 001; Tianbo Liu 006; Haoxuan Zhou; Husheng Han; Tian Zhi; Zidong Du; Wei Li 008; Rui Zhang 040; Chen Zhang 001; Lin Gao 004; et al. (MICRO, 2023)

Context Shift Reduction for Offline Meta-Reinforcement Learning. - Yunkai Gao 001; Rui Zhang 040; Jiaming Guo; Fan Wu; Qi Yi; Shaohui Peng; Siming Lan; Ruizhi Chen; Zidong Du; Xing Hu 001; Qi Guo 001; Ling Li 001; et al. (NeurIPS, 2023)

Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. - Jiaming Guo; Rui Zhang 040; Shaohui Peng; Qi Yi; Xing Hu 001; Ruizhi Chen; Zidong Du; Xishan Zhang; Ling Li 001; Qi Guo 001; Yunji Chen (NeurIPS, 2023)

Emergent Communication for Rules Reasoning. - Yuxuan Guo; Yifan Hao 001; Rui Zhang 040; Enshuai Zhou; Zidong Du; Xishan Zhang; Xinkai Song; Yuanbo Wen; Yongwei Zhao; Xuehai Zhou; Jiaming Guo; Qi Yi; et al. (NeurIPS, 2023)

ANPL: Towards Natural Programming with Interactive Decomposition. - Di Huang; Ziyuan Nan; Xing Hu 001; Pengwei Jin; Shaohui Peng; Yuanbo Wen; Rui Zhang 040; Zidong Du; Qi Guo 001; Yewen Pu; Yunji Chen (NeurIPS, 2023)

Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning. - Zikang Tian; Ruizhi Chen; Xing Hu 001; Ling Li 001; Rui Zhang 040; Fan Wu; Shaohui Peng; Jiaming Guo; Zidong Du; Qi Guo 001; Yunji Chen (NeurIPS, 2023)

Ultra-low Precision Multiplication-free Training for Deep Neural Networks. - Chang Liu 021; Rui Zhang 040; Xishan Zhang; Yifan Hao 001; Zidong Du; Xing Hu 001; Ling Li 001; Qi Guo 001 (CoRR, 2023)

ANPL: Compiling Natural Programs with Interactive Decomposition. - Di Huang; Ziyuan Nan; Xing Hu 001; Pengwei Jin; Shaohui Peng; Yuanbo Wen; Rui Zhang 040; Zidong Du; Qi Guo 001; Yewen Pu; Yunji Chen (CoRR, 2023)

Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation. - Zhengyue Zhao; Jinhao Duan; Xing Hu 001; Kaidi Xu; Chenan Wang; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2023)

Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. - Pucheng Dang; Xing Hu 001; Kaidi Xu; Jinhao Duan; Di Huang; Husheng Han; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2023)

Pushing the Limits of Machine Design: Automated CPU Design with AI. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Yunhao Tian; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; et al. (CoRR, 2023)

Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. - Shaohui Peng; Xing Hu 001; Qi Yi; Rui Zhang 040; Jiaming Guo; Di Huang; Zikang Tian; Ruizhi Chen; Zidong Du; Qi Guo 001; Yunji Chen; Ling Li 001 (CoRR, 2023)

Rescue to the Curse of universality. - Yongwei Zhao; Zidong Du; Qi Guo 001; Zhiwei Xu 002; Yunji Chen (Sci. China Inf. Sci., 2023)

Learning controllable elements oriented representations for reinforcement learning. - Qi Yi; Rui Zhang 040; Shaohui Peng; Jiaming Guo; Xing Hu 001; Zidong Du; Qi Guo 001; Ruizhi Chen; Ling Li 001; Yunji Chen (Neurocomputing, 2023)

Hardware Acceleration for SLAM in Mobile Systems. - Zhe Fan; Yifan Hao 001; Tian Zhi; Qi Guo 001; Zidong Du (J. Comput. Sci. Technol., 2023)

Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. - Shaohui Peng; Xing Hu 001; Qi Yi; Rui Zhang 040; Jiaming Guo; Di Huang; Zikang Tian; Ruizhi Chen; Zidong Du; Qi Guo 001; Yunji Chen; Ling Li 001 (AAAI, 2024)

Emergent Communication for Numerical Concepts Generalization. - Enshuai Zhou; Yifan Hao 001; Rui Zhang 040; Yuxuan Guo; Zidong Du; Xishan Zhang; Xinkai Song; Chao Wang 003; Xuehai Zhou; Jiaming Guo; Qi Yi; Shaohui Peng; et al. (AAAI, 2024)

TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. - Husheng Han; Xinyao Zheng; Yuanbo Wen; Yifan Hao 001; Erhu Feng; Ling Liang; Jianan Mu; Xiaqing Li; Tianyun Ma; Pengwei Jin; Xinkai Song; Zidong Du; et al. (ASPLOS (4), 2024)

Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? - Zhengyue Zhao; Jinhao Duan; Kaidi Xu; Chenan Wang; Rui Zhang 040; Zidong Du; Qi Guo 001; Xing Hu 001 (CVPR, 2024)

Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation. - Shuyao Cheng; Chongxiao Li; Zidong Du; Rui Zhang 040; Xing Hu 001; Xiaqing Li; Guanglin Xu; Yuanbo Wen; Qi Guo 001 (DAC, 2024)

Explainable and Layout-Aware Timing Prediction. - Zhengyang Lyu; Xiaqing Li; Zidong Du; Qi Guo 001 (ICCAD, 2024)

AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. - Huilai Chen; Yuanbo Wen; Limin Cheng; Shouxu Kuang; Yumeng Liu; Weijia Li; Ling Li 001; Rui Zhang 040; Xinkai Song; Wei Li 008; Qi Guo 001; Yunji Chen (ICML, 2024)

Prompt-based Visual Alignment for Zero-shot Policy Transfer. - Haihan Gao; Rui Zhang 040; Qi Yi; Hantao Yao; Haochen Li 002; Jiaming Guo; Shaohui Peng; Yunkai Gao 001; QiCheng Wang; Xing Hu 001; Yuanbo Wen; Zihao Zhang; et al. (ICML, 2024)

Automated CPU Design by Learning from Input-Output Examples. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; Ximing Liu; et al. (IJCAI, 2024)

Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. - Weihao Kong; Yifan Hao 001; Qi Guo 001; Yongwei Zhao; Xinkai Song; Xiaqing Li; Mo Zou; Zidong Du; Rui Zhang 040; Chang Liu 021; Yuanbo Wen; Pengwei Jin; et al. (ISCA, 2024)

AVM-BTB: Adaptive and Virtualized Multi-level Branch Target Buffer. - Yunzhe Liu 005; Xinyu Li 010; Tingting Zhang; Tianyi Liu; Qi Guo 001; Fuxin Zhang; Jian Wang (ISCA, 2024)

Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. - Yi Chen; Yongwei Zhao; Yifan Hao 001; Yuanbo Wen; Yuntao Dai; Xiaqing Li; Yang Liu; Rui Zhang 040; Mo Zou; Xinkai Song; Xing Hu 001; Zidong Du; et al. (MICRO, 2024)

Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference. - Hongrui Guo; Mo Zou; Yifan Hao 001; Zidong Du; Erxiang Ren; Yang Liu; Yongwei Zhao; Tianrui Ma; Rui Zhang 040; Xing Hu 001; Fei Qiao; Zhiwei Xu 002; et al. (MICRO, 2024)

Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. - Zhongkai Yu; Shengwen Liang; Tianyun Ma; Yunke Cai; Ziyuan Nan; Di Huang; Xinkai Song; Yifan Hao 001; Jie Zhang 048; Tian Zhi; Yongwei Zhao; Zidong Du; et al. (MICRO, 2024)

Assessing and Understanding Creativity in Large Language Models. - Yunpu Zhao; Rui Zhang 040; Wenyi Li; Di Huang; Jiaming Guo; Shaohui Peng; Yifan Hao 001; Yuanbo Wen; Xing Hu 001; Zidong Du; Qi Guo 001; Ling Li 001; et al. (CoRR, 2024)

Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. - Yuxuan Guo; Shaohui Peng; Jiaming Guo; Di Huang; Xishan Zhang; Rui Zhang 040; Yifan Hao 001; Ling Li 001; Zikang Tian; Mingju Gao; Yutai Li; Yiming Gan; et al. (CoRR, 2024)

Adversarial Contrastive Decoding: Boosting Safety Alignment of Large Language Models via Opposite Prompt Optimization. - Zhengyue Zhao; Xiaoyun Zhang; Kaidi Xu; Xing Hu 001; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2024)

InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct. - Yutong Wu; Di Huang; Wenxuan Shi; Wei Wang; Lingzhe Gao; Shihao Liu; Ziyuan Nan; Kaizhao Yuan; Rui Zhang 040; Xishan Zhang; Zidong Du; Qi Guo 001; et al. (CoRR, 2024)

CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization. - Yang Zhao 013; Di Huang; Chongxiao Li; Pengwei Jin; Ziyuan Nan; TianYun Ma; Lei Qi; Yansong Pan; Zhenxing Zhang; Rui Zhang 040; Xishan Zhang; Zidong Du; et al. (CoRR, 2024)

Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. - Yunpu Zhao; Rui Zhang 040; Junbin Xiao; Changxin Ke; Ruibo Hou; Yifan Hao 001; Qi Guo 001; Yunji Chen (CoRR, 2024)

InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks. - Xinyao Zheng; Husheng Han; Shangyi Shi; Qiyan Fang; Zidong Du; Xing Hu 001; Qi Guo 001 (CoRR, 2024)

World-Consistent Data Generation for Vision-and-Language Navigation. - Yu Zhong; Rui Zhang 040; Zihao Zhang; Shuo Wang; Chuan Fang; Xishan Zhang; Jiaming Guo; Shaohui Peng; Di Huang; Yanyang Yan; Xing Hu 001; Ping Tan; et al. (CoRR, 2024)

AGON: Automated Design Framework for Customizing Processors from ISA Documents. - Chongxiao Li; Di Huang; Pengwei Jin; Tianyun Ma; Husheng Han; Shuyao Cheng; Yifan Hao 001; Yongwei Zhao; Guanglin Xu; Zidong Du; Rui Zhang 040; Xiaqing Li; et al. (CoRR, 2024)

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. - Husheng Han; Xing Hu 001; Yifan Hao 001; Kaidi Xu; Pucheng Dang; Ying Wang 001; Yongwei Zhao; Zidong Du; Qi Guo 001; Yanzhi Wang; Xishan Zhang; Tianshi Chen 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. - Feng Xue; Chenji Han; Xinyu Li 010; Junliang Wu; Tingting Zhang; Tianyi Liu; Yifan Hao 001; Zidong Du; Qi Guo 001; Fuxin Zhang (ACM Trans. Archit. Code Optim., 2024)

FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. - Xiaqing Li; Qi Guo 001; Guangyan Zhang; Siwei Ye; Guanhua He; Yiheng Yao; Rui Zhang 040; Yifan Hao 001; Zidong Du; Weimin Zheng (IEEE Trans. Parallel Distributed Syst., 2024)

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct. - Yutong Wu; Di Huang; Wenxuan Shi; Wei Wang; Yewen Pu; Lingzhe Gao; Shihao Liu; Ziyuan Nan; Kaizhao Yuan; Rui Zhang 040; Xishan Zhang; Zidong Du; et al. (AAAI, 2025)

QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models. - Qirui Zhou; Yuanbo Wen; Ruizhi Chen; Ke Gao; Weiqiang Xiong; Ling Li 001; Qi Guo 001; Yanjun Wu; Yunji Chen (AAAI, 2025)

QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm. - Qirui Zhou; Shaohui Peng; Weiqiang Xiong; Haixin Chen; Yuanbo Wen; Haochen Li 002; Ling Li 001; Qi Guo 001; Yongwei Zhao; Ke Gao; Ruizhi Chen; Yanjun Wu; et al. (ACL (Findings), 2025)

Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with iTex Tessellation. - Jianxing Xu; Yuanbo Wen; Zikang Liu; Ruibai Xu; Tingfeng Ruan; Jun Bi; Rui Zhang 040; Di Huang; Xinkai Song; Yifan Hao 001; Xing Hu 001; Zidong Du; et al. (ASPLOS (2), 2025)

Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation. - Zhifei Yue; Xinkai Song; Tianbo Liu 006; Xing Hu 001; Rui Zhang 040; Zidong Du; Wei Li 008; Qi Guo 001; Tianshi Chen 002 (HPCA, 2025)

Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. - Tianbo Liu 006; Xinkai Song; Zhifei Yue; Rui Wen; Xing Hu 001; Zhuoran Song; Yuanbo Wen; Yifan Hao 001; Wei Li 008; Zidong Du; Rui Zhang 040; Jiaming Guo; et al. (ISCA, 2025)

DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. - Pucheng Dang; Xing Hu 001; Dong Li 008; Rui Zhang 040; Qi Guo 001; Kaidi Xu (NAACL (Findings), 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Ling Li 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (OSDI, 2025)

Morphology generalizable reinforcement learning via multi-level graph features. - Yansong Pan; Rui Zhang 040; Jiaming Guo; Shaohui Peng; Fan Wu; Kaizhao Yuan; Yunkai Gao 001; Siming Lan; Ruizhi Chen; Ling Li 001; Xing Hu 001; Zidong Du; et al. (Neurocomputing, 2025)

CAN: Cascade Augmentations Against Noise for Image Restoration. - Yanyang Yan; Siyuan Yao; Wenqi Ren; Rui Zhang 040; Qi Guo 001; Xiaochun Cao (IEEE Trans. Image Process., 2025)

AI Computing Systems for Large Language Models Training. - Zhen-Xing Zhang; Yuanbo Wen; Han-Qi Lyu; Chang Liu 021; Rui Zhang 040; Xia-Qing Li; Chao Wang 003; Zidong Du; Qi Guo 001; Ling Li 001; Xue-Hai Zhou; Yun-Ji Chen (J. Comput. Sci. Technol., 2025)

Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators. - Jun Bi; Yuanbo Wen; Xiaqing Li; Yongwei Zhao; Yuxuan Guo; Enshuai Zhou; Xing Hu 001; Zidong Du; Ling Li 001; Huaping Chen 001; Tianshi Chen 002; Qi Guo 001 (IEEE Trans. Computers, 2025)

Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression. - Tianyun Ma; Yuanbo Wen; Xinkai Song; Pengwei Jin; Di Huang; Husheng Han; Ziyuan Nan; Zhongkai Yu; Shaohui Peng; Yongwei Zhao; Huaping Chen 001; Zidong Du; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

FlexMem: High-Parallel Near-Memory Architecture for Flexible Dataflow in Fully Homomorphic Encryption. - Shangyi Shi; Husheng Han; Jianan Mu; Xinyao Zheng; Ling Liang; Hang Lu; Zidong Du; Xiaowei Li 001; Xing Hu 001; Qi Guo 001 (CoRR, 2025)

MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions. - Pucheng Dang; Di Huang; Dong Li 008; Kang Chen; Yuanbo Wen; Qi Guo 001; Xing Hu 001; Ninghui Sun (CoRR, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Yuanbo Wen; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (CoRR, 2025)

QiMeng-CPU-v2: Automated Superscalar Processor Design by Learning Data Dependencies. - Shuyao Cheng; Rui Zhang 040; Wenkai He; Pengwei Jin; Chongxiao Li; Zidong Du; Xing Hu 001; Yifan Hao 001; Guanglin Xu; Yuanbo Wen; Ling Li 001; Qi Guo 001; et al. (CoRR, 2025)

QiMeng-TensorOp: Automatically Generating High-Performance Tensor Operators with Hardware Primitives. - Xuzhi Zhang; Shaohui Peng; Qirui Zhou; Yuanbo Wen; Qi Guo 001; Ruizhi Chen; Xinguo Zhu; Weiqiang Xiong; Haixin Chen; Congying Ma; Ke Gao; Chen Zhao; et al. (CoRR, 2025)

CodeV-R1: Reasoning-Enhanced Verilog Generation. - Yaoyu Zhu; Di Huang; Han-Qi Lyu; Xiaoyun Zhang; Chongxiao Li; Wenxuan Shi; Yutong Wu; Jianan Mu; Jinghua Wang; Yang Zhao 013; Pengwei Jin; Shuyao Cheng; et al. (CoRR, 2025)

QiMeng: Fully Automated Hardware and Software Design for Processor Chip. - Rui Zhang 040; Yuanbo Wen; Shuyao Cheng; Di Huang; Shaohui Peng; Jiaming Guo; Pengwei Jin; Jiacheng Zhao; Tianrui Ma; Yaoyu Zhu; Yifan Hao 001; Yongwei Zhao; et al. (CoRR, 2025)

Mutual-Supervised Learning for Sequential-to-Parallel Code Translation. - Changxin Ke; Rui Zhang 040; Shuo Wang; Li Ding; Guangli Li; Yuanbo Wen; Shuoming Zhang; Ruiyuan Xu; Jin Qin; Jiaming Guo; Chenxi Wang; Ling Li 001; et al. (CoRR, 2025)

QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm. - Qirui Zhou; Shaohui Peng; Weiqiang Xiong; Haixin Chen; Yuanbo Wen; Haochen Li 002; Ling Li 001; Qi Guo 001; Yongwei Zhao; Ke Gao; Ruizhi Chen; Yanjun Wu; et al. (CoRR, 2025)

SnsBooster: Enhancing Sampling-based μArch Evaluation Efficiency through Online Performance Sensitivity Analysis. - Chenji Han; Zifei Zhang 001; Feng Xue; Xinyu Li 010; Yuxuan Wu; Tingting Zhang; Tianyi Liu; Qi Guo 001; Fuxin Zhang (ACM Trans. Archit. Code Optim., 2025)

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs. - Pengwei Jin; Di Huang; Chongxiao Li; Shuyao Cheng; Yang Zhao 013; Xinyao Zheng; Jiaguo Zhu; Shuyi Xing; Bohan Dou; Rui Zhang 040; Zidong Du; Qi Guo 001; et al. (CoRR, 2025)