2026
CombRewriter: Enabling Combinational Logic Simplification in
MLIR-Based Hardware Compiler Haisheng Zheng , Zhuolun He, Shuo Yin, Yuzhe Ma, Bei YuIEEE/ACM Asian and South Pacific Design Automation Conference (ASP-DAC )
2025
MM-GRADE: A Multi-Modal EDA Tool Documentation QA Framework
Leveraging Retrieval Augmented Generation Haisheng Zheng ,
Yuqi Jiang et al .IEEE/ACM International Conference on Computer-Aided Design (ICCAD )
Efficient
OpAmp Adaptation for Zoom Attention to Golden
Contexts Haisheng Zheng , Zhuolun He, Bei YuThe Annual Meeting of the Association for Computational Linguistics (ACL ) Paper ] [Slides ] [Poster ] [Code ]
ChatLS: Multimodal Retrieval-Augmented Generation and
Chain-of-Thought for Logic Synthesis Script Customization Haisheng Zheng , Haoyuan Wu, Zhuolun HeACM/IEEE Design Automation Conference (DAC ) Paper ] [Slides ] [Poster ]
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System
for Electronic Design Automation Haisheng Zheng , Zhuolun He, Bei YuNations of the Americas Chapter of the Association for Computational Linguistics
(NAACL ) Paper ] [Poster ] [Code ]
Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG
Alignment Haisheng Zheng† , Yuan Pu, Bei YuThe International Conference on Learning Representations (ICLR ) Paper ] [Slides ] [Poster ]
iRw: An Intelligent Rewriting Haisheng Zheng , Haoyuan Wu, Zhuolun He, Yuzhe Ma, Bei YuIEEE/ACM Proceedings Design, Automation and Test in Europe (DATE ) Paper ] [Slides ] [Poster ]
IncreMacro: Incremental Macro Placement Refinement Haisheng Zheng , Yibo Lin, Bei
YuIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
(TCAD ) Paper ]
2024
ChatEDA: A Large Language Model Powered Autonomous Agent for
EDA Haisheng Zheng , Bei
YuIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
(TCAD ) Paper ] [Code ]
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for
Instruction Tuning on General Tasks Haisheng Zheng , Zhuolun He, Bei YuEmpirical Methods in Natural Language Processing (EMNLP ) Paper ] [Poster ] [Code ] [Hugging Face ]
CBTune: Contextual Bandit Tuning for Logic Synthesis Haisheng Zheng , Zhuolun He, Tinghuan Chen, Bei
YuIEEE/ACM Proceedings Design, Automation and Test in Europe (DATE ) Paper ] [Slides ] [Poster ]
IncreMacro: Incremental Macro Placement Refinement Haisheng Zheng , Yibo Lin, Bei YuACM International Symposium on Physical Design (ISPD ) Paper ] [Slides ] [Best Paper Award Nomination ]
LSTP: A Logic Synthesis Timing Predictor Haisheng Zheng , Zhuolun He, Fangzhou Liu, Zehua Pei, Bei YuIEEE/ACM Asian and South Pacific Design Automation Conference (ASP-DAC ) Paper ] [Slides ]
2023
AlphaSyn: Logic Synthesis Optimization with Efficient Monte Carlo Tree
Search Haisheng Zheng , Keren Zhu, Bei YuIEEE/ACM International Conference on Computer-Aided Design (ICCAD ) Paper ] [Slides ] [Poster ]
ChatEDA: A Large Language Model Powered Autonomous Agent for
EDA Haisheng Zheng , Bei
YuACM/IEEE Workshop on Machine Learning for CAD (MLCAD ) Paper ] [Code ]
OpenDRC: An Efficient Open-Source Design Rule Checking Engine with Hierarchical
GPU Acceleration Haisheng Zheng , Yuzhe Ma, Bei YuACM/IEEE Design Automation Conference (DAC ) Paper ] [Slides ] [Code ]
A High-Performance Accelerator for Super-Resolution Processing on Embedded
GPU Haisheng Zheng , Nianjuan Jiang, Jiangbo Lu,
Bei Yu, Martin WongIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
(TCAD ) Paper ]
2022
GTuner: Tuning DNN Computations on GPU via Graph Attention
Network Haisheng Zheng , Bei YuACM/IEEE Design Automation Conference (DAC ) Paper ] [Slides ]
2021
A High-Performance Accelerator for Super-Resolution Processing on Embedded
GPU Haisheng Zheng , Bei Yu, Martin WongIEEE/ACM International Conference on Computer-Aided Design (ICCAD ) Paper ] [Slides ]
Last Updated Feb. 2025