Zhuo-Lun He

Most-cited papers

ChatEDA: A Large Language Model Powered Autonomous Agent for EDA
Haoyuan Wu, Zhuo-Lun He, Xin-Yun Zhang, Xufeng Yao +3 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems308 citations Open access
Semantic Scholar
Functionality Matters in Netlist Representation Learning
Zi-Yi Wang, Chen Bai, Zhuo-Lun He, Guangliang Zhang +4 more
2022Design Automation Conference77 citations
Semantic Scholar
Understanding Graphs in EDA: From Shallow to Deep Learning
Yuzhe Ma, Zhuo-Lun He, Wei Li, Lu Zhang +1 more
2020ACM International Symposium on Physical Design55 citations
Semantic Scholar
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA
Yuan Pu, Zhuo-Lun He, Tairu Qiu, Haoyuan Wu +1 more
2024International Conference on Computer Aided Design49 citations Open access
Semantic Scholar
Graph Learning-Based Arithmetic Block Identification
Zhuo-Lun He, Ziyi Wang, Chen Bail, Haoyu Yang +1 more
20212021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)49 citations
Semantic Scholar
Learn to Floorplan through Acquisition of Effective Local Search Heuristics
Zhuo-Lun He, Yuzhe Ma, Lu Zhang, Pei-Yu Liao +3 more
2020ICCD38 citations
Semantic Scholar
Large Language Models for EDA: Future or Mirage?
Zhuo-Lun He, Bei Yu
2024ACM International Symposium on Physical Design33 citations
Semantic Scholar
FGNN2: A Powerful Pretraining Framework for Learning the Logic Functionality of Circuits
Zi-Yi Wang, Chen Bai, Zhuo-Lun He, Guangliang Zhang +4 more
2025IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems32 citations
Semantic Scholar
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
Haoyuan Wu, Haisheng Zheng, Zhuo-Lun He, Bei Yu
2024Conference on Empirical Methods in Natural Language Processing30 citations
Semantic Scholar
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation
Haoyuan Wu, Haisheng Zheng, Zhuo-Lun He, Bei Yu
2025North American Chapter of the Association for Computational Linguistics24 citations
Semantic Scholar
AlphaSyn: Logic Synthesis Optimization with Efficient Monte Carlo Tree Search
Ze-Hua Pei, Fang-Zhou Liu, Zhuo-Lun He, Guojin Chen +3 more
20232023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)22 citations
Semantic Scholar
IncreMacro: Incremental Macro Placement Refinement
Yuan Pu, Tinghuan Chen, Zhuo-Lun He, Jiajun Qin +4 more
2024IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems18 citations Open access
Semantic Scholar
Efficient Super-Resolution System With Block-Wise Hybridization and Quantized Winograd on FPGA
Bi-Zhao Shi, Jiaxi Zhang, Zhuo-Lun He, Xuechao Wei +4 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems18 citations
Semantic Scholar
LSTP: A Logic Synthesis Timing Predictor
Haisheng Zheng, Zhuo-Lun He, Fang-Zhou Liu, Ze-Hua Pei +1 more
2024Asia and South Pacific Design Automation Conference16 citations
Semantic Scholar
Routing-aware Legal Hybrid Bonding Terminal Assignment for 3D Face-to-Face Stacked ICs
Siting Liu, Jiaxi Jiang, Zhuo-Lun He, Zi-Yi Wang +3 more
2024ACM International Symposium on Physical Design16 citations Open access
Semantic Scholar
FPGA-Based Real-Time Super-Resolution System for Ultra High Definition Videos
Zhuo-Lun He, Hanxian Huang, Ming Jiang, Yuan-Chao Bai +1 more
2018IEEE Symposium on Field-Programmable Custom Computing Machines16 citations
Semantic Scholar
X-Check: GPU-Accelerated Design Rule Checking via Parallel Sweepline Algorithms
Zhuo-Lun He, Yuzhe Ma, Bei Yu
20222022 IEEE/ACM International Conference On Computer Aided Design (ICCAD)15 citations
Semantic Scholar
OpenDRC: An Efficient Open-Source Design Rule Checking Engine with Hierarchical GPU Acceleration
Zhuo-Lun He, Yihang Zuo, Jiaxi Jiang, Haisheng Zheng +2 more
2023Design Automation Conference14 citations
Semantic Scholar
AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution
Yuxuan Zhao, Qi Sun, Zhuo-Lun He, Yang Bai +1 more
2023AAAI Conference on Artificial Intelligence12 citations Open access
Semantic Scholar
One-Token Rollout: Guiding Supervised Fine-Tuning of LLMs with Policy Gradient
Rui Ming, Haoyuan Wu, Shoubo Hu, Zhuo-Lun He +1 more
2025arXiv.org11 citations
Semantic Scholar
Efficient Arithmetic Block Identification With Graph Learning and Network-Flow
Ziyi Wang, Zhuo-Lun He, Chen Bai, Haoyu Yang +1 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems11 citations
Semantic Scholar
Physical Synthesis for Advanced Neural Network Processors
Zhuo-Lun He, Pei-Yu Liao, Siting Liu, Yuzhe Ma +2 more
2021Asia and South Pacific Design Automation Conference11 citations
Semantic Scholar
CBTune: Contextual Bandit Tuning for Logic Synthesis
Fang-Zhou Liu, Ze-Hua Pei, Zi-Yang Yu, Haisheng Zheng +3 more
2024Design, Automation and Test in Europe10 citations
Semantic Scholar
HeLO: A Heterogeneous Logic Optimization Framework by Hierarchical Clustering and Graph Learning
Yuan Pu, Fang-Zhou Liu, Zhuo-Lun He, Ke-Ren Zhu +4 more
2025ACM International Symposium on Physical Design8 citations Open access
Semantic Scholar
ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving
Haoyuan Wu, Xueyi Chen, Rui Ming, Jilong Gao +3 more
2025arXiv.org7 citations
Semantic Scholar
PDRC: Package Design Rule Checking via GPU-Accelerated Geometric Intersection Algorithms for Non-Manhattan Geometry*
Jiaxi Jiang, Lan-Cheng Zou, Wenqian Zhao, Zhuo-Lun He +2 more
2024Design Automation Conference7 citations Open access
Semantic Scholar
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression
R. Lin, Ching-Yun Ko, Zhuo-Lun He, Cong Chen +4 more
2020IEEE International Conference on Solid-State and Integrated Circuit Technology7 citations Open access
Semantic Scholar
Large Language Models for EDA: From Assistants to Agents
Zhuo-Lun He, Yuan Pu, Hao-Yuan Wu, Yu-Han Qin +2 more
2025Foundations and Trends® in Electronic Design Automation6 citations
Semantic Scholar
Large Language Models for EDA: Future or Mirage?
Zhuo-Lun He, Yuan Pu, Hao-Yuan Wu, Tairu Qiu +1 more
2025ACM Trans. Design Autom. Electr. Syst.6 citations Open access
Semantic Scholar
Lesyn: Placement-Aware Logic Resynthesis for Non-Integer Multiple-Cell-Height Designs
Yuan Pu, Fang-Zhou Liu, Yu Zhang, Zhuo-Lun He +3 more
2024Design Automation Conference6 citations
Semantic Scholar
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings
Jiajun Qin, Yuan Pu, Zhuo-Lun He, Seunggeun Kim +2 more
2025arXiv.org4 citations
Semantic Scholar
EasyMRC: Efficient Mask Rule Checking via Representative Edge Sampling
Jia-Hao Xu, Zhuo-Lun He, Shuo Yin, Yuan Pu +2 more
2025ACM Trans. Design Autom. Electr. Syst.3 citations Open access
Semantic Scholar
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA
Zhuo-Lun He, Hao-Yuan Wu, Xin-Yun Zhang, Xu-Feng Yao +3 more
2023Workshop on Machine Learning for CAD3 citations
Semantic Scholar
Reinforcement Learning Driven Physical Synthesis : (Invited Paper)
Zhuo-Lun He, Lu Zhang, Pei-Yu Liao, Yuzhe Ma +1 more
2020IEEE International Conference on Solid-State and Integrated Circuit Technology3 citations
Semantic Scholar
Deep Model Compression and Inference Speedup of Sum–Product Networks on Tensor Trains
Ching-Yun Ko, Cong Chen, Zhuo-Lun He, Yuke Zhang +2 more
2020IEEE Transactions on Neural Networks and Learning Systems3 citations Open access
Semantic Scholar
GPU Acceleration for Versatile Buffer Insertion
Yuan Pu, Yu-Hao Ji, Si-Ying Yu, Zuodong Zhang +5 more
20252025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)2 citations
Semantic Scholar
MM-GRADE: A Multi-Modal EDA Tool Documentation QA Framework Leveraging Retrieval Augmented Generation
Yuan Pu, Zhuo-Lun He, Shutong Lin, Jiajun Qin +8 more
20252025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)2 citations
Semantic Scholar
On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding
Haoyuan Wu, Rui Ming, Jilong Gao, Hangyu Zhao +5 more
2025Neural Information Processing Systems2 citations
Semantic Scholar
Efficient Design Rule Checking with GPU Acceleration
Wei Zhong, Zhenhua Feng, Zhuo-Lun He, Weimin Wang +2 more
2023Design, Automation and Test in Europe2 citations
Semantic Scholar
Bit-Level Quantization for Efficient Layout Hotspot Detection
Ze-Hua Pei, Wenqian Zhao, Zhuo-Lun He, Bei Yu
20232023 International Symposium of Electronics Design Automation (ISEDA)2 citations
Semantic Scholar
Invited: Infusing EDA Knowledge into LLM Systems: An Information-Source Perspective
Yu-Han Qin, Yuan Pu, Tairu Qiu, Zhuo-Lun He +1 more
2026ACM International Symposium on Physical Design1 citations Open access
Semantic Scholar
CombRewriter: Enabling Combinational Logic Simplification in MLIR-Based Hardware Compiler
Haisheng Zheng, Zhuo-Lun He, Shuo Yin, Yuzhe Ma +1 more
2026Asia and South Pacific Design Automation Conference1 citations
Semantic Scholar
Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts
Haoyuan Wu, Rui Ming, Haisheng Zheng, Zhuo-Lun He +1 more
2025Annual Meeting of the Association for Computational Linguistics1 citations
Semantic Scholar
Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table
Haoyuan Wu, Haisheng Zheng, Shoubo Hu, Zhuo-Lun He +1 more
2025arXiv.org1 citations
Semantic Scholar
iRw: An Intelligent Rewriting
Haisheng Zheng, Hao-Yuan Wu, Zhuo-Lun He, Yu-Zhe Ma +1 more
2025Design, Automation and Test in Europe1 citations
Semantic Scholar
X-Check: CPU-Accelerated Design Rule Checking via Parallel Sweepline Algorithms
Zhuo-Lun He, Yuzhe Ma, Bei Yu
2022International Conference on Computer Aided Design1 citations
Semantic Scholar
FPGA Acceleration for Computational Glass-Free Displays
Zhuo-Lun He, Guojie Luo
2017Symposium on Field Programmable Gate Arrays1 citations
Semantic Scholar
SynAct: A Reasoning-Acting Large Language Model Agent for Adaptive Synthesis Optimization
Fang-Zhou Liu, Peiyi Han, Jia-Wei Liu, Yuan Pu +4 more
20260 citations
Semantic Scholar
FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries
Yu-Qi Jiang, Qian Jin, Xu-Dong Lu, Xiangyu Lyu +8 more
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems0 citations
Semantic Scholar
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA
Yuan Pu, Zhuo-Lun He, Yu-Qi Jiang, Tairu Qiu +4 more
2025IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems0 citations Open access
Semantic Scholar