A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. - Di Huang; Rui Zhang 040; Xishan Zhang; Fan Wu; Xianzhuo Wang; Pengwei Jin; Shaoli Liu; Ling Li 001; Yunji Chen (Int. J. Comput. Vis., 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)

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)

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)

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)

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)

OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. - Fan Wu; Rui Zhang 040; Qi Yi; Yunkai Gao 001; Jiaming Guo; Shaohui Peng; Siming Lan; Husheng Han; Yansong Pan; Kaizhao Yuan; Pengwei Jin; Ruizhi Chen; 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)

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)

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)

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)

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)

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)

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)

Large Processor Chip Model. - Kaiyan Chang; Mingzhi Chen; Yunji Chen; Zhirong Chen; Dongrui Fan; Junfeng Gong; Nan Guo; Yinhe Han 001; Qinfen Hao; Shuo Hou; Xuanjing Huang 001; Pengwei Jin; 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)

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)