Zhenyu Pan

According to our database, Zhenyu Pan authored at least 27 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety.

Zhenyu Pan, Yiting Zhang, Yutong Zhang, Jianshu Zhang, Haozheng Luo, Yuwei Han, Dennis Wu, Hong-Yu Chen, Philip S. Yu, Manling Li, Han Liu

CoRR, August, 2025

FairReason: Balancing Reasoning and Social Bias in MLLMs.

Zhenyu Pan, Yutong Zhang, Jianshu Zhang, Haoran Lu, Haozheng Luo, Yuwei Han, Philip S. Yu, Manling Li, Han Liu

CoRR, July, 2025

SciSciGPT: Advancing Human-AI Collaboration in the Science of Science.

Erzhuo Shao, Yifang Wang, Yifan Qian, Zhenyu Pan, Han Liu, Dashun Wang

CoRR, April, 2025

MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse.

Zhenyu Pan, Han Liu

CoRR, March, 2025

Retrieval-Augmented Generation with Hierarchical Knowledge.

Haoyu Huang, Yongfeng Huang, Junjie Yang, Zhenyu Pan, Yongqiang Chen, Kaili Ma, Hongzhi Chen, James Cheng

CoRR, March, 2025

Effective REST APIs Testing with Error Message Analysis.

Lixin Xu, Huayao Wu, Zhenyu Pan, Tongtong Xu, Shaohua Wang, Xintao Niu, Changhai Nie

Proc. ACM Softw. Eng., 2025

Do Code LLMs Understand Design Patterns?

Zhenyu Pan, Xuefeng Song, Yunkun Wang, Rongyu Cao, Binhua Li, Yongbin Li, Han Liu

Proceedings of the IEEE/ACM International Workshop on Large Language Models for Code, 2025

Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models.

Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Detect Defects of Solidity Smart Contract Based on the Knowledge Graph.

Tianyuan Hu, Bixin Li, Zhenyu Pan, Chen Qian

IEEE Trans. Reliab., March, 2024

EvoFuzzer: An Evolutionary Fuzzer for Detecting Reentrancy Vulnerability in Smart Contracts.

Bixin Li, Zhenyu Pan, Tianyuan Hu

IEEE Trans. Netw. Sci. Eng., 2024

Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?

Zhenyu Pan, Rongyu Cao, Yongchang Cao, Yingwei Ma, Binhua Li, Fei Huang, Han Liu, Yongbin Li

CoRR, 2024

Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action.

Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu

CoRR, 2024

HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model.

Zhenyu Pan, Yoonsung Jeong, Xiaoda Liu, Han Liu

CoRR, 2024

CoRMF: Criticality-Ordered Recurrent Mean Field Ising Solver.

Zhenyu Pan, Ammar Gilani, En-Jui Kuo, Zhuo Liu

CoRR, 2024

2023

Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training.

Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng

Proceedings of the 37th International Conference on Supercomputing, 2023

Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning.

Zhuo Liu, Yunan Yang, Zhenyu Pan, Anshujit Sharma, Amit Hasan, Caiwen Ding, Ang Li, Michael C. Huang, Tong Geng

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty.

Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu, Zhuo Liu, Ang Li, Han Liu, Michael C. Huang, Tong Geng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

ReDefender: Detecting Reentrancy Vulnerabilities in Smart Contracts Automatically.

Bixin Li, Zhenyu Pan, Tianyuan Hu

IEEE Trans. Reliab., 2022

Robotic picking in dense clutter via domain invariant learning from synthetic dense cluttered rendering.

Wenhai Liu, Weiming Wang, Yang You, Teng Xue, Zhenyu Pan, Jin Qi, Jie Hu

Robotics Auton. Syst., 2022

On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond.

Zhirui Hu, Jinyang Li, Zhenyu Pan, Shanglin Zhou, Lei Yang, Caiwen Ding, Omer Khan, Tong Geng, Weiwen Jiang

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

2021

SolDetector: Detect Defects Based on Knowledge Graph of Solidity Smart Contract.

Tianyuan Hu, Zhenyu Pan, Bixin Li

Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

ReDefender: A Tool for Detecting Reentrancy Vulnerabilities in Smart Contracts Effectively.

Zhenyu Pan, Tianyuan Hu, Chen Qian, Bixin Li

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Intuitive Searching: An Approach to Search the Decision Policy of a Blackjack Agent.

Zhenyu Pan, Jie Xue, Tingjian Ge

Proceedings of Sixth International Congress on Information and Communication Technology, 2021

2019

Object-Agnostic Suction Grasp Affordance Detection in Dense Cluster Using Self-Supervised Learning.docx.

Mingshuo Han, Wenhai Liu, Zhenyu Pan, Teng Xue, Quanquan Shao, Jin Ma, Weiming Wang

CoRR, 2019

Bayesian Grasp: Robotic visual stable grasp based on prior tactile knowledge.

Teng Xue, Wenhai Liu, Mingshuo Han, Zhenyu Pan, Jin Ma, Quanquan Shao, Weiming Wang

CoRR, 2019

2018

Revealing the Relations between Learning Behaviors and Examination Scores via a Prediction System.

Zhenyu Pan, Jie Xue, Yang Gao, Honghao Wang, Guanling Chen

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018

2017

Deep learning for picking point detection in dense cluster.

Wenhai Liu, Zhenyu Pan, Weijie Liu, Quanquan Shao, Jie Hu, Weiming Wang, Jin Ma, Jin Qi, Wenjun Zhao, Shaofeng Du

Proceedings of the 11th Asian Control Conference, 2017