p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models. - Haoyuan Wu; Xinyun Zhang; Peng Xu; Peiyu Liao; Xufeng Yao; Bei Yu 001 (AAAI, 2024)

EvoR: Evolving Retrieval for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (EMNLP (Findings), 2024)

Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks. - Haoyuan Wu; Haisheng Zheng; Zhuolun He; Bei Yu 001 (EMNLP, 2024)

Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA. - Yuan Pu 001; Zhuolun He; Tairu Qiu; Haoyuan Wu; Bei Yu 001 (ICCAD, 2024)

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? - Ruisheng Cao; Fangyu Lei; Haoyuan Wu; Jixuan Chen; Yeqiao Fu; Hongcheng Gao; Xinzhuang Xiong; Hanchong Zhang; Wenjing Hu; Yuchen Mao; Tianbao Xie; Hongshen Xu; et al. (NeurIPS, 2024)

Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks. - Haoyuan Wu; Haisheng Zheng; Bei Yu 001 (CoRR, 2024)

ARKS: Active Retrieval in Knowledge Soup for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (CoRR, 2024)

A pathology-based diagnosis and prognosis intelligent system for oral squamous cell carcinoma using semi-supervised learning. - Jiaying Zhou; Haoyuan Wu; Xiaojing Hong; Yunyi Huang; Bo Jia; Jiabin Lu; Bin Cheng; Meng Xu; Meng Yang 001; Tong Wu (Expert Syst. Appl., 2024)

ChatEDA: A Large Language Model Powered Autonomous Agent for EDA. - Haoyuan Wu; Zhuolun He; Xinyun Zhang; Xufeng Yao; Su Zheng; Haisheng Zheng; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts. - Haoyuan Wu; Rui Ming; Haisheng Zheng; Zhuolun He; Bei Yu 001 (ACL (1), 2025)

iRw: An Intelligent Rewriting. - Haisheng Zheng; Haoyuan Wu; Zhuolun He; Yuzhe Ma; Bei Yu 001 (DATE, 2025)

Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment. - Haoyuan Wu; Haisheng Zheng; Yuan Pu 001; Bei Yu 001 (ICLR, 2025)

Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation. - Haoyuan Wu; Haisheng Zheng; Zhuolun He; Bei Yu 001 (NAACL (Long Papers), 2025)

Large Language Models for EDA: From Assistants to Agents. - Zhuolun He; Yuan Pu 001; Haoyuan Wu; Yuhan Qiu; Tairu Qiu; Bei Yu 001 (Found. Trends Electron. Des. Autom., 2025)

Joint deep reinforcement learning strategy in MEC for smart internet of vehicles edge computing networks. - Jiabin Luo; Qinyu Song; Fusen Guo; Haoyuan Wu; Hafizan Mat Som; Saad Alahmari; Azadeh Noori Hoshyar (Sustain. Comput. Informatics Syst., 2025)

Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table. - Haoyuan Wu; Haisheng Zheng; Shoubo Hu; Zhuolun He; Bei Yu 001 (CoRR, 2025)

ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving. - Haoyuan Wu; Xueyi Chen; Rui Ming; Jilong Gao; Shoubo Hu; Zhuolun He; Bei Yu 001 (CoRR, 2025)

On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding. - Haoyuan Wu; Rui Ming; Jilong Gao; Hangyu Zhao; Xueyi Chen; Yikai Yang; Haisheng Zheng; Zhuolun He; Bei Yu 001 (CoRR, 2025)

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis. - Tianbao Xie; Jiaqi Deng; Xiaochuan Li 003; Junlin Yang; Haoyuan Wu; Jixuan Chen; Wenjing Hu; Xinyuan Wang; Yuhui Xu; Zekun Wang; Yiheng Xu; Junli Wang; et al. (CoRR, 2025)

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts. - Haoyuan Wu; Haoxing Chen; Xiaodong Chen; Zhanchao Zhou; Tieyuan Chen; Yihong Zhuang; Guoshan Lu; Zenan Huang; Junbo Zhao; Lin Liu; Zhenzhong Lan; Bei Yu; et al. (CoRR, 2025)