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Pan Zhou

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

50 papers at tracked venues · 40 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 ×2EACL ×1ICDE ×1IROS ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Xiang Fang
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Dongping Chen
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Ao Liu
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Xueyang Zhou
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Zenghui Yuan
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Lin Lu
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Xiaowen Cai
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Wen Yin
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Daizong Liu
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Ji Shen
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Yisen Li
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Zhongqing Yu
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Papers

  1. Augmenting Cross-View Geo-Localization with Spatial Semantics from Vision Foundation Models
    WWW 2026 ·
    Ji Shen
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  2. CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom
    EACL 2026 ·
    Yisen Li
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  3. DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing
    AAAI 2026 ·
    Zhongqing Yu
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  4. How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination Detection
    WWW 2026 ·
    Chaofan Li
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  5. LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning
    ACL 2026 ·
    Ziji Sheng
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  6. Playing Close to the Vest: Competitive Information Propagation in Partially Observed Dual-Population Mean-Field Games
    WWW 2026 ·
    Dun Tan
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  7. SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
    ACL 2026 ·
    Xueyang Zhou
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  8. An Adaptive Sampling Algorithm for the Top-$K$ Group Betweenness Centrality
    ICDE 2025 ·
    Wenzheng Xu
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  9. BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
    CVPR 2025 ·
    Zenghui Yuan
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  10. BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
    NeurIPS 2025 ·
    Xueyang Zhou
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  11. Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
    NeurIPS 2025 ·
    Guiyao Tie
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  12. ConvoyLLM: Dynamic Multi-Lane Convoy Control Using LLMs
    IROS 2025 ·
    Liping Lu
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  13. EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
    NeurIPS 2025 ·
    Lin Zhang
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  14. Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models
    NeurIPS 2025 ·
    Hai Yan
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  15. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    ICLR 2025 ·
    Dongping Chen
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  16. Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience
    AAAI 2025 ·
    Ao Liu
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  17. Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks
    AAAI 2025 ·
    Ao Liu
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  18. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
    ICLR 2025 ·
    Dongping Chen
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  19. Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation
    EMNLP 2025 ·
    Haijian Ma
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  20. Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models
    ACL 2025 ·
    Zenghui Yuan
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  21. Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging
    EMNLP 2025 ·
    Lin Lu
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  22. Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion
    EMNLP 2025 ·
    Zhijie Du
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  23. Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network
    AAAI 2025 ·
    Xiang Fang
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  24. Rodecon-net: Medical Image Segmentation via Robust Decoupling and Contrast-enhanced Fusion
    ACM MM 2025 ·
    Yongquan Xue
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  25. Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
    ACL 2025 ·
    Chenxi Dai
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  26. The Impact of Large Language Models in Academia: from Writing to Speaking
    ACL 2025 ·
    Mingmeng Geng
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  27. Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
    NeurIPS 2025 ·
    Xiaowen Cai
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  28. Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph
    SIGKDD 2025 ·
    Yutong Zhang
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  29. Backdoor Attacks on Bimodal Salient Object Detection with RGB-Thermal Data
    ACM MM 2024 ·
    Wen Yin
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  30. CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
    EMNLP 2024 ·
    Batu Guan
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  31. Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale
    WWW 2024 ·
    Hua Ding
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  32. Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function
    WSDM 2024 ·
    Binghui Wang
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  33. Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language
    AAAI 2024 ·
    Xiang Fang
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  34. Frequency-Aware GAN for Imperceptible Transfer Attack on 3D Point Clouds
    ACM MM 2024 ·
    Xiaowen Cai
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  35. Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud Attack
    ECCV 2024 ·
    Mingyu Yang
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  36. Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
    ACL 2024 ·
    Zhaochen Su
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  37. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
    ICML 2024 ·
    Dongping Chen
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  38. Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds
    AAAI 2024 ·
    Keke Tang
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  39. MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image Diffusion-Based Synthesis via Meta-Learning
    CVPR 2024 ·
    Yixin Liu
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  40. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    ICLR 2024 ·
    Yue Huang
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  41. Not All Inputs Are Valid: Towards Open-Set Video Moment Retrieval using Language
    ACM MM 2024 ·
    Xiang Fang
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  42. Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
    NeurIPS 2024 ·
    Daizong Liu
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  43. Physical Backdoor: Towards Temperature-Based Backdoor Attacks in the Physical World
    CVPR 2024 ·
    Wen Yin
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  44. Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training
    ICML 2024 ·
    Lin Lu
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  45. Rethinking Weakly-Supervised Video Temporal Grounding From a Game Perspective
    ECCV 2024 ·
    Xiang Fang
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  46. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation
    AAAI 2024 ·
    Junyang Chen
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  47. Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks
    AAAI 2024 ·
    Ao Liu
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  48. Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization
    AAAI 2024 ·
    Daizong Liu
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  49. Virtual Context Enhancing Jailbreak Attacks with Special Token Injection
    EMNLP 2024 ·
    Yuqi Zhou
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  50. What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
    AAAI 2024 ·
    Wanfang Su
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