Hi, there! I'm Hanrong Zhang, a CS PhD Student advised by Prof. Philip S. Yu (IEEE Fellow/ACM Fellow), also an incoming Google Student Researcher in 2026 summer. I received my Master degree from Zhejiang University, where I was honored as an Outstanding Graduate in Zhejiang Province and at Zhejiang University, and received the National Scholarship twice. I was also a research intern at Alibaba Group. 您好!我是张涵容,伊利诺伊大学芝加哥分校(UIC)计算机科学博士生,导师为 Philip S. Yu 教授(IEEE Fellow / ACM Fellow),同时将于2026年夏季加入 Google 担任 学生研究员。我于浙江大学获得硕士学位,曾获浙江省优秀毕业生及浙江大学优秀毕业生荣誉,两次获得国家奖学金。此前在阿里巴巴集团担任研究实习生。

Research Interests研究方向
LLM Agent大语言模型智能体 Agent Training智能体训练 Tool Learning工具学习 Data Synthesis数据合成 Agentic RL智能体强化学习 Agent Safety & Security智能体安全
LLM大语言模型 LLM Reasoning大模型推理 LLM Post-training大模型后训练

🔥 News🔥 新闻动态

2026.02 🎉 I will join Google as a Student Researcher in 2026 summer.🎉 将于2026年夏季加入 Google 担任 Student Researcher。
2026.01 🎉 Invited as a reviewer for TPAMI, ECCV 2026, ICML 2026, KDD 2026.🎉 受邀担任 TPAMI、ECCV 2026、ICML 2026、KDD 2026 审稿人。
2025.11 🎉 Invited as a reviewer for TMLR.🎉 受邀担任 TMLR 审稿人。
2025.10 🎉 Invited as a reviewer for ICLR 2026, CVPR 2026, TNNLS.🎉 受邀担任 ICLR 2026、CVPR 2026、TNNLS 审稿人。
2025.04 🎉 Give a talk at Xtra Computing Group of Prof. Bingsheng He at School of Computing, NUS.🎉 受邀在新加坡国立大学计算学院 Bingsheng He 教授的 Xtra Computing Group 做学术报告。
2025.03 🎉 I've been awarded the Outstanding Graduate in Zhejiang Province and Outstanding Graduate at Zhejiang University.🎉 获评浙江省优秀毕业生及浙江大学优秀毕业生。
2025.02 🎉 Invisible Backdoor Attack in Self-supervised Learning (First author) is accepted by CVPR 2025.🎉 一作论文 Invisible Backdoor Attack in Self-supervised Learning 被 CVPR 2025 录用。
2025.01 🎉 Agent Security Bench (ASB) (First author) is accepted by ICLR 2025.🎉 一作论文 Agent Security Bench (ASB) 被 ICLR 2025 录用。
2025.01 🎉 Class Incremental Fault Diagnosis (First author) is accepted by IEEE Transactions on Industrial Informatics.🎉 一作论文 Class Incremental Fault Diagnosis 被 IEEE Transactions on Industrial Informatics 录用。
2024.11 🎉 I've been awarded the National Scholarship at Zhejiang University.🎉 获得浙江大学国家奖学金。
2023.11 🎉 I've been awarded the National Scholarship at Zhejiang University.🎉 获得浙江大学国家奖学金。

📖 Educations📖 教育经历

University of Illinois Chicago伊利诺伊大学芝加哥分校
Aug. 2025 – Present2025年8月 – 至今
Ph.D. in Computer Science计算机科学博士
USA美国
Supervisor: Prof. Philip S. Yu导师:Philip S. Yu 教授
Zhejiang University浙江大学
Sep. 2022 – Mar. 20252022年9月 – 2025年3月
Master of Engineering in Computer Engineering计算机工程硕士
China中国
Ranking: 1/82 · Supervisor: Prof. Hongwei Wang排名:1/82 · 导师:王宏伟教授
University of Leeds QS 75 First Class Honours利兹大学 QS 75 一等荣誉学位
Sep. 2018 – Jun. 20222018年9月 – 2022年6月
Bachelor of Science in Computer Science计算机科学理学学士
United Kingdom英国
Southwest Jiaotong University西南交通大学
Sep. 2018 – Jun. 20222018年9月 – 2022年6月
Bachelor of Engineering in Computer Science and Technology计算机科学与技术工学学士
China中国
Ranking: 1/75 · Supervisor: Prof. Tianrui Li排名:1/75 · 导师:李天瑞教授

💻 Internships💻 实习经历

Student Researcher · Google Incoming学生研究员 · Google 即将入职
2026.05 – 2026.08
Mountain View, CA, USA美国加州山景城
Research Intern · Alibaba Group研究实习生 · 阿里巴巴集团
2025.05 – 2025.08
Research on RL for Human-Agent Multi-turn Interaction人机多轮交互强化学习研究
Hangzhou, Zhejiang, China中国浙江杭州

🛠️ Open Source Projects🛠️ 开源项目

A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power拥有大量 AI 助手的超级 AI 实验室,面向科研的最佳 AI IDE

GitHub stars GitHub forks

Benchmarking attacks & defenses in LLM-based agentsLLM 智能体攻击与防御基准测试

GitHub stars GitHub forks ICLR 2025

Invisible Backdoor Attack against Self-supervised Learning面向自监督学习的不可见后门攻击

GitHub stars GitHub forks CVPR 2025

LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey基于大语言模型的人机协作与交互系统综述

GitHub stars GitHub forks

📝 Selected Publications and Preprints📝 代表性论文

* denotes Equal Contribution.* 表示同等贡献。 Google Scholar Citations

LLM Agents大语言模型智能体
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang
ICLR 2025 [Website] [Code] GitHub stars
GAM: Hierarchical Graph Memory for LLM-based Agents
Zhaofen Wu*, Hanrong Zhang*, Fulin Lin, Wujiang Xu, Xinran Xu, Yankai Chen, Henry Peng Zou, Shaowen Chen, Weizhi Zhang, Xue Liu, Philip S. Yu, Hongwei Wang
ICLR 2026 Workshop MemAgents
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
Worked as a core contributor核心贡献者
Preprint
Machine Learning and Data Mining机器学习与数据挖掘
Invisible Backdoor Attack in Self-supervised Learning
Hanrong Zhang*, Zhenting Wang*, Tingxu Han, Mingyu Jin, Chenlu Zhan, Mengnan Du, Hongwei Wang, Shiqing Ma
CVPR 2025 [Code] GitHub stars
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation
Hanrong Zhang, Yifei Yao, Zixuan Wang, Jiayuan Su, Mengxuan Li, Peng Peng, Hongwei Wang
IEEE Trans. Industrial Informatics IF=12.3 SCI Q1 Top
Generalized Out-of-distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning
Xingyue Wang*, Hanrong Zhang*, Xinlong Qiao, Ke Ma, Shuting Tao, Peng Peng, Hongwei Wang
IEEE Trans. Industrial Informatics IF=12.3 SCI Q1 Top
Imbalanced Chemical Process Fault Diagnosis Using Balancing GAN With Active Sample Selection
Peng Peng*, Hanrong Zhang*, Xinyue Wang, Wanqiu Huang, Hongwei Wang
IEEE Sensors Journal IF=4.3 SCI Q1
SAKA: an intelligent platform for semi-automated knowledge graph construction and application
Hanrong Zhang, Xinyue Wang, Jiabao Pan, Hongwei Wang
Service Oriented Computing and Applications
Multi-gate Mixture-of-Expert Combined with Synthetic Minority Over-sampling Technique for Multimode Imbalanced Fault Diagnosis
Wanqiu Huang, Hanrong Zhang, Peng Peng, Hongwei Wang
IEEE CSCWD 2023 Best Paper Award Finalist最佳论文提名

🎖 Honors and Awards🎖 荣誉奖项

Scholarships奖学金
National Scholarship for Graduate Students研究生国家奖学金 Top 0.2% ZJU, 2023 – 2024浙江大学,2023 – 2024
National Scholarship for Graduate Students研究生国家奖学金 Top 0.2% ZJU, 2022 – 2023浙江大学,2022 – 2023
First-class Full-ride Scholarship一等全额奖学金 1/75, ¥62000 UoL, 2020 – 2021利兹大学,2020 – 2021
National Scholarship for Undergraduate Students本科生国家奖学金 Top 0.2% SWJTU, 2019 – 2020西南交通大学,2019 – 2020
Academic Awards学术荣誉
Outstanding Graduate in Zhejiang Province and at Zhejiang University浙江省优秀毕业生、浙江大学优秀毕业生 ZJU, 2025浙江大学,2025
Provincial Outstanding Graduate四川省优秀毕业生 SWJTU, 2022西南交通大学,2022
Best Student in Computer Science计算机科学最佳学生 1/75 UoL, 2020 – 2021利兹大学,2020 – 2021
Best Student Overall全校最佳学生 1/300, 4 majors1/300,4个专业 UoL, 2018 – 2019利兹大学,2018 – 2019
Competition Awards竞赛获奖
Mathematical Modeling Contest for College Students全国大学生数学建模竞赛 National Second Prize全国二等奖 Sep. 20202020年9月
Students Service Outsourcing Innovation and Entrepreneurship中国大学生服务外包创新创业大赛 National Second Prize全国二等奖 Aug. 20202020年8月
MathorCup College Mathematical ModelingMathorCup 高校数学建模挑战赛 First Prize一等奖 May 20202020年5月
May Day Mathematical Modeling Competition五一数学建模竞赛 First Prize一等奖 May 20202020年5月
Asia-Pacific Mathematical Modeling Contest亚太地区大学生数学建模竞赛 First Prize一等奖 Nov. 20192019年11月

📝 Academic Service📝 学术服务

Conference Program Committee / Reviewer会议程序委员会 / 审稿人
ICLR 2026 ICML 2026 NeurIPS 2026 CVPR 2026 ECCV 2026 KDD 2026 MICCAI 2026
Journal Reviewer期刊审稿人
TPAMI TNNLS Pattern Recognition TMLR IEEE Trans. Industrial Informatics IEEE Trans. Reliability IEEE Trans. Computational Biology and Bioinformatics IEEE Trans. Industrial Cyber-Physical Systems