ProSE: the architecture and design of a protein discovery engine. - Eyes Robson; Ceyu Xu; Lisa Wu Wills (ASPLOS, 2022)

SNS's not a synthesizer: a deep-learning-based synthesis predictor. - Ceyu Xu; Chris Kjellqvist; Lisa Wu Wills (ISCA, 2022)

Special Session: Machine Learning for Embedded System Design. - Erika S. Alcorta; Andreas Gerstlauer; Chenhui Deng; Qi Sun; Zhiru Zhang; Ceyu Xu; Lisa Wu Wills; Daniela Sanchez Lopera; Wolfgang Ecker; Siddharth Garg; Jiang Hu (CODES+ISSS, 2023)

MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design. - Wenji Fang; Yao Lu; Shang Liu 006; Qijun Zhang; Ceyu Xu; Lisa Wu Wills; Hongce Zhang; Zhiyao Xie (ICCAD, 2023)

PyTFHE: An End-to-End Compilation and Execution Framework for Fully Homomorphic Encryption Applications. - Jiaao Ma; Ceyu Xu; Lisa Wu Wills (ISPASS, 2023)

Fast, Robust and Transferable Prediction for Hardware Logic Synthesis. - Ceyu Xu; Pragya Sharma; Tianshu Wang; Lisa Wu Wills (MICRO, 2023)

VcLLM: Video Codecs are Secretly Tensor Codecs. - Ceyu Xu; Yongji Wu; Xinyu Yang 002; Beidi Chen; Matthew Lentz; Danyang Zhuo; Lisa Wu Wills (CoRR, 2024)

Assassyn: A Unified Abstraction for Architectural Simulation and Implementation. - Jian Weng 002; Boyang Han; Derui Gao; Ruijie Gao; Wanning Zhang; An Zhong; Ceyu Xu; Jihao Xin; Yangzhixin Luo; Lisa Wu Wills; Marco Canini (ISCA, 2025)

Transferable Presynthesis PPA Estimation for RTL Designs With Data Augmentation Techniques. - Wenji Fang; Yao Lu; Shang Liu 006; Qijun Zhang; Ceyu Xu; Lisa Wu Wills; Hongce Zhang; Zhiyao Xie (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs. - Yongji Wu; Xueshen Liu; Shuowei Jin; Ceyu Xu; Feng Qian 001; Z. Morley Mao; Matthew Lentz; Danyang Zhuo; Ion Stoica (CoRR, 2025)

Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge. - Linshen Liu; Boyan Su; Junyue Jiang; Guanlin Wu; Cong Guo 003; Ceyu Xu; Hao (Frank) Yang (CoRR, 2025)