A Unified Approximation Framework for Deep Neural Networks. - Yuzhe Ma; Ran Chen 001; Wei Li 159; Fanhua Shang; Wenjian Yu; Minsik Cho; Bei Yu 001 (CoRR, 2018)

Faster Region-based Hotspot Detection. - Ran Chen 001; Wei Zhong; Haoyu Yang; Hao Geng; Xuan Zeng 001; Bei Yu 001 (DAC, 2019)

FIT: Fill Insertion Considering Timing. - Bentian Jiang; Xiaopeng Zhang 009; Ran Chen 001; Gengjie Chen; Peishan Tu; Wei Li 159; Evangeline F. Y. Young; Bei Yu 001 (DAC, 2019)

A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks. - Yuzhe Ma; Ran Chen 001; Wei Li 159; Fanhua Shang; Wenjian Yu; Minsik Cho; Bei Yu 001 (ICTAI, 2019)

Dive Deeper into Box for Object Detection. - Ran Chen 001; Yong Liu; Mengdan Zhang; Shu Liu 005; Bei Yu 001; Yu-Wing Tai (ECCV (22), 2020)

Hotspot Detection via Multi-task Learning and Transformer Encoder. - Binwu Zhu; Ran Chen 001; Xinyun Zhang; Fan Yang 001; Xuan Zeng 001; Bei Yu 001; Martin D. F. Wong (ICCAD, 2021)

Learning Point Clouds in EDA. - Wei Li 159; Guojin Chen; Haoyu Yang; Ran Chen 001; Bei Yu 001 (ISPD, 2021)

VLSI mask optimization: From shallow to deep learning. - Haoyu Yang; Wei Zhong; Yuzhe Ma; Hao Geng; Ran Chen 001; Wanli Chen; Bei Yu 001 (Integr., 2021)

PCL: Proxy-based Contrastive Learning for Domain Generalization. - Xufeng Yao; Yang Bai; Xinyun Zhang; Yuechen Zhang; Qi Sun 002; Ran Chen 001; Ruiyu Li; Bei Yu 001 (CVPR, 2022)

Faster Region-Based Hotspot Detection. - Ran Chen 001; Wei Zhong; Haoyu Yang; Hao Geng; Fan Yang 001; Xuan Zeng 001; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

IT-DSE: Invariance Risk Minimized Transfer Microarchitecture Design Space Exploration. - Ziyang Yu 001; Chen Bai; Shoubo Hu; Ran Chen 001; Taohai He; Mingxuan Yuan; Bei Yu 001; Martin D. F. Wong (ICCAD, 2023)

A Unified Framework for Layout Pattern Analysis With Deep Causal Estimation. - Ran Chen 001; Shoubo Hu; Zhitang Chen; Shengyu Zhu 001; Bei Yu 001; Pengyun Li; Cheng Chen; Yu Huang 005; Jianye Hao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

RTLRewriter: Methodologies for Large Models aided RTL Code Optimization. - Xufeng Yao; Yiwen Wang; Xing Li; Yingzhao Lian; Ran Chen 001; Lei Chen 031; Mingxuan Yuan; Hong Xu 001; Bei Yu 001 (ICCAD, 2024)

Small is Beautiful: Compressing Deep Neural Networks for Partial Domain Adaptation. - Yuzhe Ma; Xufeng Yao; Ran Chen 001; Ruiyu Li; Xiaoyong Shen; Bei Yu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement. - Lin Chen 029; Ran Chen 001; Shoubo Hu; Xufeng Yao; Zhentao Tang; Shixiong Kai; Siyuan Xu; Mingxuan Yuan; Jianye Hao; Bei Yu 001; Jiang Xu 001 (ASP-DAC, 2025)