PPaperPicks

Pan Zhou

Huazhong University of Science and Technology, School of Cyber Science and Engineering, Hubei Engineering Research Center on Big Data Security, Wuhan, China

53 papers at tracked venues · 43 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8629-4622 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×10ACL ×6NeurIPS ×6EMNLP ×5ACM MM ×4WWW ×4CVPR ×3ICLR ×3ECCV ×2ICML ×2CCS ×1EACL ×1ICDE ×1IROS ×1NDSS ×1SIGKDD ×1USENIX Security ×1WSDM ×1

Frequent coauthors

Lichao Sun
×18
Daizong Liu
×14
Lixing Chen
×10
Yao Wan
×8
Xiaoye Qu
×8
Xiang Fang
×8
Jianfeng Dong
×7
Keke Tang
×7
Yang Bai
×6
Jiawen Shi
×6
Zenghui Yuan
×6
Zhe Qu
×5

Papers

  1. Augmenting Cross-View Geo-Localization with Spatial Semantics from Vision Foundation Models
    WWW 2026 ·
    Ji Shen
    ,
    Lixing Chen
    ,
    Yang Bai
    ,
    Zhongqi Miao
    ,
    Zhe Qu
    , Pan Zhou,
    Jianhua Li
  2. CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom
    EACL 2026 ·
    Yisen Li
    ,
    Lingfeng Yang
    ,
    Wenxuan Shen
    , Pan Zhou,
    Yao Wan
    ,
    Weiwei Lin
    ,
    Dongping Chen
  3. DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing
    AAAI 2026 ·
    Zhongqing Yu
    ,
    Xin Liu
    ,
    Yiu-ming Cheung
    ,
    Zhikai Hu
    ,
    Wentao Fan
    , Pan Zhou
  4. How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination Detection
    WWW 2026 ·
    Chaofan Li
    ,
    Lixing Chen
    ,
    Junhua Tang
    ,
    Yang Bai
    ,
    Yutong Zhang
    ,
    Zhi Zheng
    , Pan Zhou,
    Zhe Qu
  5. LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning
    ACL 2026 ·
    Ziji Sheng
    ,
    Guiyao Tie
    ,
    Weidong Wang
    , Pan Zhou,
    Daizong Liu
  6. Playing Close to the Vest: Competitive Information Propagation in Partially Observed Dual-Population Mean-Field Games
    WWW 2026 ·
    Dun Tan
    ,
    Lixing Chen
    ,
    Bo Zhang
    ,
    Hongfu Liu
    ,
    Hao Peng
    ,
    Shenghong Li
    ,
    Yang Bai
    , Pan Zhou
  7. Prompt Injection Attack to Tool Selection in LLM Agents
    NDSS 2026 ·
    Jiawen Shi
    ,
    Zenghui Yuan
    ,
    Guiyao Tie
    , Pan Zhou,
    Neil Zhenqiang Gong
    ,
    Lichao Sun
  8. SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
    ACL 2026 ·
    Xueyang Zhou
    ,
    Weidong Wang
    ,
    Lin Lu
    ,
    Jiawen Shi
    ,
    Guiyao Tie
    ,
    Yongtian Xu
    ,
    Lixing Chen
    , Pan Zhou,
    Neil Zhenqiang Gong
    ,
    Lichao Sun
  9. An Adaptive Sampling Algorithm for the Top-$K$ Group Betweenness Centrality
    ICDE 2025 ·
    Wenzheng Xu
    ,
    Honglin Mao
    ,
    Heng Shao
    ,
    Weifa Liang
    ,
    Jian Peng
    ,
    Wen Huang
    ,
    Zichuan Xu
    , Pan Zhou,
    Jeffrey Xu Yu
  10. BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
    CVPR 2025 ·
    Zenghui Yuan
    ,
    Jiawen Shi
    , Pan Zhou,
    Neil Zhenqiang Gong
    ,
    Lichao Sun
  11. BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
    NeurIPS 2025 ·
    Xueyang Zhou
    ,
    Guiyao Tie
    ,
    Guowen Zhang
    ,
    Hecheng Wang
    , Pan Zhou,
    Lichao Sun
  12. Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
    NeurIPS 2025 ·
    Guiyao Tie
    ,
    Zenghui Yuan
    ,
    Zeli Zhao
    ,
    Chaoran Hu
    ,
    Tianhe Gu
    ,
    Ruihang Zhang
    ,
    Sizhe Zhang
    ,
    Junran Wu
    ,
    Xiaoyue Tu
    ,
    Ming Jin
    ,
    Qingsong Wen
    ,
    Lixing Chen
    , Pan Zhou,
    Lichao Sun
  13. ConvoyLLM: Dynamic Multi-Lane Convoy Control Using LLMs
    IROS 2025 ·
    Liping Lu
    ,
    Zhican He
    ,
    Duanfeng Chu
    ,
    Rukang Wang
    ,
    Saiqian Peng
    , Pan Zhou
  14. EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
    NeurIPS 2025 ·
    Lin Zhang
    ,
    Wenshuo Dong
    ,
    Zhuoran Zhang
    ,
    Shu Yang
    ,
    Lijie Hu
    ,
    Ninghao Liu
    , Pan Zhou,
    Di Wang
  15. Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models
    NeurIPS 2025 ·
    Hai Yan
    ,
    Haijian Ma
    ,
    Xiaowen Cai
    ,
    Daizong Liu
    ,
    Zenghui Yuan
    ,
    Xiaoye Qu
    ,
    Jianfeng Dong
    ,
    Runwei Guan
    ,
    Xiang Fang
    ,
    Hongyang He
    ,
    Yulai Xie
    , Pan Zhou
  16. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    ICLR 2025 ·
    Dongping Chen
    ,
    Yue Huang
    ,
    Siyuan Wu
    ,
    Jingyu Tang
    ,
    Huichi Zhou
    ,
    Qihui Zhang
    ,
    Zhigang He
    ,
    Yilin Bai
    ,
    Chujie Gao
    ,
    Liuyi Chen
    ,
    Yiqiang Li
    ,
    Chenlong Wang
    ,
    Yue Yu
    ,
    Tianshuo Zhou
    ,
    Zhen Li
    ,
    Yi Gui
    ,
    Yao Wan
    , Pan Zhou,
    Jianfeng Gao
    ,
    Lichao Sun
  17. Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience
    AAAI 2025 ·
    Ao Liu
    ,
    Wenshan Li
    ,
    Tao Li
    ,
    Beibei Li
    ,
    Guangquan Xu
    , Pan Zhou,
    Wengang Ma
    ,
    Hanyuan Huang
  18. Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks
    AAAI 2025 ·
    Ao Liu
    ,
    Wenshan Li
    ,
    Beibei Li
    ,
    Wengang Ma
    ,
    Tao Li
    , Pan Zhou
  19. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
    ICLR 2025 ·
    Dongping Chen
    ,
    Ruoxi Chen
    ,
    Shu Pu
    ,
    Zhaoyi Liu
    ,
    Yanru Wu
    ,
    Caixi Chen
    ,
    Benlin Liu
    ,
    Yue Huang
    ,
    Yao Wan
    , Pan Zhou,
    Ranjay Krishna
  20. Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation
    EMNLP 2025 ·
    Haijian Ma
    ,
    Daizong Liu
    ,
    Xiaowen Cai
    , Pan Zhou,
    Yulai Xie
  21. Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models
    ACL 2025 ·
    Zenghui Yuan
    ,
    Yangming Xu
    ,
    Jiawen Shi
    , Pan Zhou,
    Lichao Sun
  22. Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging
    EMNLP 2025 ·
    Lin Lu
    ,
    Zhigang Zuo
    ,
    Ziji Sheng
    , Pan Zhou
  23. Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion
    EMNLP 2025 ·
    Zhijie Du
    ,
    Daizong Liu
    , Pan Zhou
  24. Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network
    AAAI 2025 ·
    Xiang Fang
    ,
    Wanlong Fang
    ,
    Changshuo Wang
    ,
    Daizong Liu
    ,
    Keke Tang
    ,
    Jianfeng Dong
    , Pan Zhou,
    Beibei Li
  25. Rodecon-net: Medical Image Segmentation via Robust Decoupling and Contrast-enhanced Fusion
    ACM MM 2025 ·
    Yongquan Xue
    ,
    Zhaoru Guo
    ,
    Zhaozhao Su
    ,
    Chong Peng
    ,
    Jun Feng
    , Pan Zhou,
    Marcin Pietron
    ,
    Xiyuan Wang
    ,
    Liejun Wang
    ,
    Panpan Zheng
  26. Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
    ACL 2025 ·
    Chenxi Dai
    ,
    Lin Lu
    , Pan Zhou
  27. The Impact of Large Language Models in Academia: from Writing to Speaking
    ACL 2025 ·
    Mingmeng Geng
    ,
    Caixi Chen
    ,
    Yanru Wu
    ,
    Yao Wan
    , Pan Zhou,
    Dongping Chen
  28. Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
    NeurIPS 2025 ·
    Xiaowen Cai
    ,
    Daizong Liu
    ,
    Xiaoye Qu
    ,
    Xiang Fang
    ,
    Jianfeng Dong
    ,
    Keke Tang
    , Pan Zhou,
    Lichao Sun
    ,
    Wei Hu
  29. Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph
    SIGKDD 2025 ·
    Yutong Zhang
    ,
    Lixing Chen
    ,
    Shenghong Li
    ,
    Nan Cao
    ,
    Yang Shi
    ,
    Jiaxin Ding
    ,
    Zhe Qu
    , Pan Zhou,
    Yang Bai
  30. Backdoor Attacks on Bimodal Salient Object Detection with RGB-Thermal Data
    ACM MM 2024 ·
    Wen Yin
    ,
    Bin Benjamin Zhu
    ,
    Yulai Xie
    , Pan Zhou,
    Dan Feng
  31. CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
    EMNLP 2024 ·
    Batu Guan
    ,
    Yao Wan
    ,
    Zhangqian Bi
    ,
    Zheng Wang
    ,
    Hongyu Zhang
    , Pan Zhou,
    Lichao Sun
  32. Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale
    WWW 2024 ·
    Hua Ding
    ,
    Lixing Chen
    ,
    Shenghong Li
    ,
    Yang Bai
    , Pan Zhou,
    Zhe Qu
  33. Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function
    WSDM 2024 ·
    Binghui Wang
    ,
    Minhua Lin
    ,
    Tianxiang Zhou
    , Pan Zhou,
    Ang Li
    ,
    Meng Pang
    ,
    Hai Helen Li
    ,
    Yiran Chen
  34. Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language
    AAAI 2024 ·
    Xiang Fang
    ,
    Daizong Liu
    ,
    Wanlong Fang
    , Pan Zhou,
    Zichuan Xu
    ,
    Wenzheng Xu
    ,
    Junyang Chen
    ,
    Renfu Li
  35. Frequency-Aware GAN for Imperceptible Transfer Attack on 3D Point Clouds
    ACM MM 2024 ·
    Xiaowen Cai
    ,
    Yunbo Tao
    ,
    Daizong Liu
    , Pan Zhou,
    Xiaoye Qu
    ,
    Jianfeng Dong
    ,
    Keke Tang
    ,
    Lichao Sun
  36. Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack
    ECCV 2024 ·
    Mingyu Yang
    ,
    Daizong Liu
    ,
    Keke Tang
    , Pan Zhou,
    Lixing Chen
    ,
    Junyang Chen
  37. Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
    ACL 2024 ·
    Zhaochen Su
    ,
    Juntao Li
    ,
    Jun Zhang
    ,
    Tong Zhu
    ,
    Xiaoye Qu
    , Pan Zhou,
    Yan Bowen
    ,
    Yu Cheng
    ,
    Min Zhang
  38. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
    ICML 2024 ·
    Dongping Chen
    ,
    Ruoxi Chen
    ,
    Shilin Zhang
    ,
    Yaochen Wang
    ,
    Yinuo Liu
    ,
    Huichi Zhou
    ,
    Qihui Zhang
    ,
    Yao Wan
    , Pan Zhou,
    Lichao Sun
  39. Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds
    AAAI 2024 ·
    Keke Tang
    ,
    Xu He
    ,
    Weilong Peng
    ,
    Jianpeng Wu
    ,
    Yawen Shi
    ,
    Daizong Liu
    , Pan Zhou,
    Wenping Wang
    ,
    Zhihong Tian
  40. MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning
    CVPR 2024 ·
    Yixin Liu
    ,
    Chenrui Fan
    ,
    Yutong Dai
    ,
    Xun Chen
    , Pan Zhou,
    Lichao Sun
  41. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    ICLR 2024 ·
    Yue Huang
    ,
    Jiawen Shi
    ,
    Yuan Li
    ,
    Chenrui Fan
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yixin Liu
    , Pan Zhou,
    Yao Wan
    ,
    Neil Zhenqiang Gong
    ,
    Lichao Sun
  42. Not All Inputs Are Valid: Towards Open-Set Video Moment Retrieval using Language
    ACM MM 2024 ·
    Xiang Fang
    ,
    Wanlong Fang
    ,
    Daizong Liu
    ,
    Xiaoye Qu
    ,
    Jianfeng Dong
    , Pan Zhou,
    Renfu Li
    ,
    Zichuan Xu
    ,
    Lixing Chen
    ,
    Panpan Zheng
    ,
    Yu Cheng
  43. Optimization-based Prompt Injection Attack to LLM-as-a-Judge
    CCS 2024 ·
    Jiawen Shi
    ,
    Zenghui Yuan
    ,
    Yinuo Liu
    ,
    Yue Huang
    , Pan Zhou,
    Lichao Sun
    ,
    Neil Zhenqiang Gong
  44. Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
    NeurIPS 2024 ·
    Daizong Liu
    ,
    Mingyu Yang
    ,
    Xiaoye Qu
    , Pan Zhou,
    Xiang Fang
    ,
    Keke Tang
    ,
    Yao Wan
    ,
    Lichao Sun
  45. Physical Backdoor: Towards Temperature-Based Backdoor Attacks in the Physical World
    CVPR 2024 ·
    Wen Yin
    ,
    Jian Lou
    , Pan Zhou,
    Yulai Xie
    ,
    Dan Feng
    ,
    Yuhua Sun
    ,
    Tailai Zhang
    ,
    Lichao Sun
  46. Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
    ICML 2024 ·
    Lin Lu
    ,
    Chenxi Dai
    ,
    Wangcheng Tao
    ,
    Binhang Yuan
    ,
    Yanan Sun
    , Pan Zhou
  47. Rethinking Weakly-Supervised Video Temporal Grounding From a Game Perspective
    ECCV 2024 ·
    Xiang Fang
    ,
    Zeyu Xiong
    ,
    Wanlong Fang
    ,
    Xiaoye Qu
    ,
    Chen Chen
    ,
    Jianfeng Dong
    ,
    Keke Tang
    , Pan Zhou,
    Yu Cheng
    ,
    Daizong Liu
  48. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation
    AAAI 2024 ·
    Junyang Chen
    ,
    Guoxuan Zou
    , Pan Zhou,
    Yirui Wu
    ,
    Zhenghan Chen
    ,
    Houcheng Su
    ,
    Huan Wang
    ,
    Zhiguo Gong
  49. Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks
    AAAI 2024 ·
    Ao Liu
    ,
    Wenshan Li
    ,
    Tao Li
    ,
    Beibei Li
    ,
    Hanyuan Huang
    , Pan Zhou
  50. Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization
    AAAI 2024 ·
    Daizong Liu
    ,
    Xiang Fang
    ,
    Xiaoye Qu
    ,
    Jianfeng Dong
    ,
    He Yan
    ,
    Yang Yang
    , Pan Zhou,
    Yu Cheng
  51. Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?
    USENIX Security 2024 ·
    Yuanxin Zhuang
    ,
    Chuan Shi
    ,
    Mengmei Zhang
    ,
    Jinghui Chen
    ,
    Lingjuan Lyu
    , Pan Zhou,
    Lichao Sun
  52. Virtual Context Enhancing Jailbreak Attacks with Special Token Injection
    EMNLP 2024 ·
    Yuqi Zhou
    ,
    Lin Lu
    ,
    Ryan Sun
    , Pan Zhou,
    Lichao Sun
  53. What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
    AAAI 2024 ·
    Wanfang Su
    ,
    Lixing Chen
    ,
    Yang Bai
    ,
    Xi Lin
    ,
    Gaolei Li
    ,
    Zhe Qu
    , Pan Zhou