百晓学者学者目录

张志伟

讲师，辽宁石油化工大学

精选作品

期刊论文

2026

计及多能流耦合的离网型氢能站综合能源能效分析与多目标优化

张志伟，闫闯，陈常念，于泽庭，邢子义，韩吉田，JEN Tien-Chien

《储能科学与技术》

2026

LAIGA: LLM-assisted Interactive Genetic Algorithm for Preference-incorporated Multi-objective Optimization

Zhiwei Zhang, Chi Jiao

International Journal of Artificial Intelligence and Green Manufacturing

DOI

2026

Human-Robot Collaborative Disassembly Profit Maximization via Improved Grey Wolf Optimizer

Zhiwei Zhang, Shaokang Dai, Chong Li, Weitian Wang, Jesse Parron, Emilio Herrera

International Journal of Artificial Intelligence and Green Manufacturing

DOI

2026

Improved SAC Algorithm for Solving the Interactive Hybrid Disassembly Line Balancing Problem Considering Multiskilled Workers

QingBo Meng, Xiwang Guo, ZhiWei Zhang, Jiacun Wang, Shujin Qin, GuiPeng Xi, Liang Qi

IEEE Transactions on Computational Social Systems

DOI

2025

A study of neural network-based evaluation methods for pipelines with multiple corrosive regions

Zhiwei Zhang, Songling Li, Huajie Wang, Hongliang Qian, Changqing Gong, Qiongyao Wu, Feng Fan

Reliability Engineering & System Safety，Vol. 253

DOI

2025

Solving Disassembly and Assembly Line Balancing Problem with Robot Direction Switching

Shaokang Dai, Yujie Feng, Zhiwei Zhang, Xiwang Guo, Shujin Qin, Qi Ping Kang, Yizhi Liu

Chinese Control and Decision Conference (CCDC)

DOI

2025

A Disassembly and Assembly Line Balancing Problem via an Improved Double Q-learning

Yujie Feng, Shaokang Dai, Zhiwei Zhang, Xiwang Guo, Shujin Qin, Qi Ping Kang, Yizhi Liu

Chinese Control and Decision Conference (CCDC)

DOI

2024

The stochastic share-a-ride problem with electric vehicles and customer priorities

Yutong Gao, Shu Zhang, Zhiwei Zhang, Quanwu Zhao

Computers & Operations Research，Vol. 164

DOI

2024

混合多策略MHSSA智能优化风电拉挤板生产排程

张志伟，李洛平，杨晓英，杨欣

《工业工程》

2023

Combined query image retrieval based on hybrid coding of CNN and Mix-Transformer

Zhiwei Zhang, Shuli Cheng, Liejun Wang

Expert Systems With Applications，Vol. 234

DOI

2023

Parallel Multi-objective Multi-type Robot Disassembly Line Balancing Problems

Zhiwei Zhang, Xiwang Guo, Jiacun Wang, Shujin Qin, Liang Qi, Ying Gina Tang

International Conference on Cyber-Physical Social Intelligence (ICCSI)

DOI

2023

Multi-Objective Discrete Brainstorming Optimizer to Solve the Stochastic Multiple-Product Robotic Disassembly Line Balancing Problem Subject to Disassembly Failures

Gongdan Xu, Zhiwei Zhang, Zhiwu Li, Xiwang Guo, Liang Qi, Xianzhao Liu

Mathematics

DOI

2022

基于区间灰作用量的GM（1，1）均值差分模型解的非唯一性研究

曾波，苟小义，张志伟

《中国管理科学》，Vol. 30, No. 10

下载原文DOI

2021

Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products

Xiwang Guo, Zhiwei Zhang, Liang Qi, Shixin Liu, Ying Gina Tang, Ziyan Zhao

IEEE Transactions on Automation Science and Engineering

DOI

2004

基于人工智能工程机械优化调度方法的研究

张志伟，芮延年，任芸丹

《苏州大学学报(工科版)》

预印本

2026

Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation

Zhiwei Zhang, Zechen Sun, Fei Zhao, Kang Peng, Bin Liang, Huayu Deng, Yao Hu, Kam-Fai Wong, Mu Chuan

arXiv preprint

2026

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Zhiwei Zhang, Fei Zhao, Rui Wang, Zezhong Wang, Bin Liang, Jiakang Wang, Yao Hu, Shaosheng Cao, Kam-Fai Wong

arXiv preprint

2026

D$^3$-MOPD: Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation

Zechen Sun, Zhiwei Zhang, Fei Zhao, Juntao Li, Mu Chuan, Huayu Deng, Guojian Zhan, Wenliang Chen, Yao Hu, Min Zhang

arXiv preprint

2026

VisiFold: Long-Term Traffic Forecasting via Temporal Folding Graph and Node Visibility

Zhiwei Zhang, Xinyi Du, Weihao Wang, Xuanchi Guo, Wenjuan Han

arXiv preprint

2026

Co-Evolving Skill Generation and Policy Optimization

Zhiwei Zhang, Yudi Lin, Nikki Lijing Kuang, Linlin Wu, Xiaomin Li, Songtao Liu, Fenglong Ma

arXiv preprint

2026

ROSS: Relearning from Self-Generated Rollouts through Selective Supervision

Zhiwei Zhang, Huayu Deng, Fei Zhao, Jiayan Fu, Bin Liang, Kam-Fai Wong, Mu Chuan

arXiv preprint

2026

MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations

Sky Ng, Brihi Joshi, Ishan Gupta, Shirley Huang, Zonglin Di, Yun Shen, Qianfeng Wen, Yifan Simon Liu, Ruoqi Gao, Yilan, Fan, Zhiwei Zhang, Muhammad Ahmed Mohsin, Yucheng Lu, Xiaoyi Liu, Heming Liu, Qianyu Zhu, Hanwen Xing, Zhengyang Shan, My Chiffon Nguyen, Guanghui Min, Jianheng, Hou, Yunze, Xiao, Keyang Xuan, Hannah Collison, Jintao Huang, Jiatong Li, Sankalp Jajee, Yunhan Zhao, Bing Hu, Xupeng Chen, Binghang Lu, Weihang Xiao, Aravind Mohan, Bolun Sun, Yunshu Wu, Yuanda Xu, Runyu Zhang, Zheyuan Deng, Xinchen, Tan, Dianzhuo Wang, Yijun Wang, Yixuan He, Koutian Wu, Cheng Cheng, Xiaomin Li, Yuexing Hao

arXiv preprint

2026

PersonaEval: Persona-Based User Simulation for Evaluating Interactive Applications

Yifan Simon Liu, Qianfeng Wen, Yilan Fan, Shirley Huang, Ruoqi Gao, Jianheng Hou, Muhammad Ahmed Mohsin, Zonglin Di, Brihi Joshi, Xincheng Tan, Yucheng Lu, Xiaoyi Liu, Heming Liu, Hanwen Xing, Guanghui Min, Zhengyang Shan, My Chiffon Nguyen, Ishan Gupta, Yunze Xiao, Hannah Collison, Jintao Huang, Jiatong Li, Sankalp Jajee, Yunhan Zhao, Bing Hu, Sky Ng, Xupeng Chen, Binghang Lu, Weihang Xiao, Aravind Mohan, Bolun Sun, Yunshu Wu, Yuanda Xu, Yun Shen, Runyu Zhang, Zheyuan Deng, Zhiwei Zhang, Qianyu Zhu, Dianzhuo Wang, Yijun Wang, Yixuan He, Yuexing Hao, Xiaomin Li

arXiv preprint

2026

Not All Relations Are Equal: Relation-Balanced and Calibrated Graph Learning for Provenance-Based Intrusion Detection

Lijie Zheng, Ji He, Zhiwei Zhang, Alessandro Brighente, Yulong Shen, Mauro Conti

arXiv preprint

2026

Write, Execute, Refine: From Skill Follower to Skill Optimizer via Reinforcement Learning from Execution Feedback

Kang Peng, Zhiwei Zhang, Yichen Zhang, Zezhong Wang, Yiming Du, Geng Tu, Baojun Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong

arXiv preprint

2026

Multi-Head Low-Rank Attention

Songtao Liu, Hongwu Peng, Zhiwei Zhang, Zhengyu Chen, Yue Guo

arXiv preprint

2026

How Far Are LLMs from Professional Poker Players? Revisiting Game-Theoretic Reasoning with Agentic Tool Use

Minhua Lin, Enyan Dai, Hui Liu, Xianfeng Tang, Yuliang Yan, Zhenwei Dai, Jingying Zeng, Zhiwei Zhang, Fali Wang, Hongcheng Gao, Chen Luo, Xiang Zhang, Qi He, Suhang Wang

arXiv preprint

2026

CONTRAMEM: Learning Self-Evolving Procedural Memory from Contrasting Multi-Model Trajectories

Zheyuan Deng, Binghang Lu, Hanqi Feng, Shirley Huang, Dianzhuo Wang, Yuanda Xu, Zhiwei Zhang, Yige Sun, Changhong Mou, Runyu Zhang, Yuexing Hao, Barnabas Poczos, Guang Lin, Xiaomin Li

arXiv preprint

2026

Expectation Alignment of Language Models for Real-World User Expectations

Miaomiao Li, Yang Wang, Bin Liang, Shudong Liu, Zhiwei Zhang, Kam-Fai Wong

arXiv preprint

2026

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

Xiaomin Li, Yuexing Hao, Jianheng Hou, Jintao Huang, Qianfeng Wen, Shirley Huang, Yifan Liu, Xiaoyi Liu, Yilan Fan, Yijun Wang, Koutian Wu, Ruoqi Gao, Muhammad Ahmed Mohsin, Jing Tang, Brihi Joshi, Heming Liu, Zheyuan Deng, Zonglin Di, Sankalp Jajee, Jiuyao Lu, Zhiwei Zhang, Saksham Kapoor, Ishan Gupta, Yunhan Zhao, Chanwoo Park, Yucheng Lu, Bing Hu, Weihang Xiao, Aravind Mohan, Hanwen Xing, Runyu Zhang, Mihir Kulshreshtha, Yuanda Xu, Qianyu Zhu, Dianzhuo Wang, Yuxin Xiao, Bowen Jiang, Yongye Su, Wenhao Chai, Zuxin Liu, Lawrence Yunliang Chen, Xuandong Zhao, Ethan Ye, Shivam Patel, Jason Xie, Alex Martin Richmond, Weixiang Ding, Emre Okcular, Diya Mathew, Ziheng Wang, Rana M. Shahroz Khan, Zhejian Peng, Fang Wu, Fan Nie, Xinyang Han, Yubin Kim, Jiawei Zhang, Zhenting Qi, Huangyuan Su, Xu Pan, Abinitha Gourabathina, Hyewon Jeong, Hemanth Neelgund Ramesh, Kumail Alhamoud, Kimia Hamidieh, Zidi Xiong, Samuel Schmidgall, Pengrui Han, Yepeng Huang, Yongheng Wang, Bowen Yang, Alex Gu, Yuchu Wang, Akshay Paruchuri, Brenna Li, Hejie Cui, Jiayuan Ding, Chaosheng Dong, Jiahao Wang, Yixuan He, Chi Wang, Pamela Bhattacharya, Tianyi Peng, Paul Pu Liang, Mitchell Gordon, Yilun Du, Marinka Zitnik, James Zou, Prasanna Tambe, Philip Torr, Emily Fox, Asu Ozdaglar, Dawn Song

arXiv preprint

2026

Position: Agentic Evolution is the Path to Evolving LLMs

Minhua Lin, Hanqing Lu, Zhan Shi, Bing He, Rui Mao, Zhiwei Zhang, Zongyu Wu, Xianfeng Tang, Hui Liu, Zhenwei Dai, Xiang Zhang, Suhang Wang, Benoit Dumoulin, Jian Pei

arXiv preprint

2026

PolyWorkBench: Benchmarking LLM Agents for Cross-Lingual Long-Horizon Workflows

Hongliang Li, Yijin Liu, Zhiwei Zhang, Zihe Liu, Xinyue Lou, Jinan Xu, Fandong Meng, Kaiyu Huang

arXiv preprint

2026

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Minhua Lin, Juncheng Wu, Zijun Wang, Zhan Shi, Yisi Sang, Bing He, Zewen Liu, Tianxin Wei, Zongyu Wu, Zhiwei Zhang, Dakuo Wang, Xiang Zhang, Benoit Dumoulin, Cihang Xie, Yuyin Zhou, Suhang Wang, Hanqing Lu

arXiv preprint

2026

Beyond Basic Specifications? A Systematic Study of Logical Constructs in LLM-based Specification Generation

Zehan Chen, Long Zhang, Zhiwei Zhang, JingJing Zhang, Ruoyu Zhou, Yulong Shen, JianFeng Ma, Lin Yang

arXiv preprint

2026

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering

Xiaomin Li, Jianheng Hou, Zheyuan Deng, Zhiwei Zhang, Taoran Li, Binghang Lu, Bing Hu, Yunhan Zhao, Yuexing Hao

arXiv preprint

2026

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Minhua Lin, Zhiwei Zhang, Hanqing Lu, Hui Liu, Xianfeng Tang, Qi He, Xiang Zhang, Suhang Wang

arXiv preprint

2025

EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecasting

Zhiwei Zhang, Xinyi Du, Xuanchi Guo, Weihao Wang, Wenjuan Han

arXiv preprint

2025

Bradley-Terry and Multi-Objective Reward Modeling Are Complementary

Zhiwei Zhang, Hui Liu, Xiaomin Li, Zhenwei Dai, Jingying Zeng, Fali Wang, Minhua Lin, Ramraj Chandradevan, Zhen Li, Chen Luo, Xianfeng Tang, Qi He, Suhang Wang

arXiv preprint

2025

Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation

Zhiwei Zhang, Xiaomin Li, Yudi Lin, Hui Liu, Ramraj Chandradevan, Linlin Wu, Minhua Lin, Fali Wang, Xianfeng Tang, Qi He, Suhang Wang

arXiv preprint

2025

Drive in Corridors: Enhancing the Safety of End-to-end Autonomous Driving via Corridor Learning and Planning

Zhiwei Zhang, Ruichen Yang, Ke Wu, Zijun Xu, Jingchu Liu, Lisen Mu, Zhongxue Gan, Wenchao Ding

arXiv preprint

2025

Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models

Zongyu Wu, Minhua Lin, Zhiwei Zhang, Fali Wang, Xianren Zhang, Xiang Zhang, Suhang Wang

arXiv preprint

2025

Data-adaptive Safety Rules for Training Reward Models

Xiaomin Li, Mingye Gao, Zhiwei Zhang, Jingxuan Fan, Weiyu Li

arXiv preprint

2025

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Fali Wang, Jihai Chen, Shuhua Yang, Runxue Bao, Tianxiang Zhao, Zhiwei Zhang, Xianfeng Tang, Hui Liu, Qi He, Suhang Wang

arXiv preprint

2025

Unlearning Inversion Attacks for Graph Neural Networks

Jiahao Zhang, Yilong Wang, Zhiwei Zhang, Xiaorui Liu, Suhang Wang

arXiv preprint

DOI

2025

Enhancing LLM-based Specification Generation via Program Slicing and Logical Deletion

Zehan Chen, Long Zhang, Zhiwei Zhang, JingJing Zhang, Ruoyu Zhou, Yulong Shen, JianFeng Ma, Lin Yang

arXiv preprint

2025

Multiplayer Nash Preference Optimization

Fang Wu, Xu Huang, Weihao Xuan, Zhiwei Zhang, Yijia Xiao, Guancheng Wan, Xiaomin Li, Bing Hu, Peng Xia, Jure Leskovec, Yejin Choi

arXiv preprint

2025

AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks

Fali Wang, Hui Liu, Zhenwei Dai, Jingying Zeng, Zhiwei Zhang, Zongyu Wu, Chen Luo, Zhen Li, Xianfeng Tang, Qi He, Suhang Wang

arXiv preprint

2025

When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Xiaomin Li, Zhou Yu, Zhiwei Zhang, Xupeng Chen, Ziji Zhang, Yingying Zhuang, Narayanan Sadagopan, Anurag Beniwal

arXiv preprint

2025

LanP: Rethinking the Impact of Language Priors in Large Vision-Language Models

Zongyu Wu, Yuwei Niu, Hongcheng Gao, Minhua Lin, Zhiwei Zhang, Zhifang Zhang, Qi Shi, Yilong Wang, Sike Fu, Junjie Xu, Junjie Ao, Enyan Dai, Lei Feng, Xiang Zhang, Suhang Wang

arXiv preprint

2024

Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective

Zhiwei Zhang, Minhua Lin, Enyan Dai, Suhang Wang

arXiv preprint

DOI

2024

Robustness Inspired Graph Backdoor Defense

Zhiwei Zhang, Minhua Lin, Junjie Xu, Zongyu Wu, Enyan Dai, Suhang Wang

arXiv preprint

2024

Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting

Zhiwei Zhang, Shaojun E, Fandong Meng, Jie Zhou, Wenjuan Han

arXiv preprint

2024

Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks

Qian Ma, Hongliang Chi, Hengrui Zhang, Kay Liu, Zhiwei Zhang, Lu Cheng, Suhang Wang, Philip S. Yu, Yao Ma

arXiv preprint

2024

A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang, Suhang Wang

arXiv preprint

2024

Catastrophic Failure of LLM Unlearning via Quantization

Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang

arXiv preprint

2024

Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks

Minhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu, Yilong Wang, Xiang Zhang, Suhang Wang

arXiv preprint

2024

Selection of LLM Fine-Tuning Data based on Orthogonal Rules

Xiaomin Li, Mingye Gao, Zhiwei Zhang, Chang Yue, Hong Hu

arXiv preprint

2023

Test-Time Compensated Representation Learning for Extreme Traffic Forecasting

Zhiwei Zhang, Weizhong Zhang, Yaowei Huang, Kani Chen

arXiv preprint

2023

Fairness-aware Message Passing for Graph Neural Networks

Huaisheng Zhu, Guoji Fu, Zhimeng Guo, Zhiwei Zhang, Teng Xiao, Suhang Wang

arXiv preprint

研究方向

鲁棒优化工业场景下的决策与优化人工智能 四

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