PPaperPicks

Qing Guo

National University of Singapore, Singapore

43 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0974-9299 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×8AAAI ×6ACL ×4ICLR ×4CVPR ×3ECCV ×3ICCV ×3ICML ×3USENIX Security ×2AAMAS ×1ACM MM ×1CCS ×1ICRA ×1ICSE ×1S&P ×1WACV ×1

Frequent coauthors

Yang Liu
×11
Ivor W. Tsang
×11
Di Lin
×9
Jie Zhang
×8
Tianwei Zhang
×8
Felix Juefei-Xu
×6
Xiaofeng Cao
×5
Yue Cao
×5
Ruonan Liu
×4
Lei Ma
×4
Tianlin Li
×4
Yihao Huang
×4

Papers

  1. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
    ACL 2026 ·
    Zhenhong Zhou
    ,
    Zherui Li
    ,
    Jie Zhang
    ,
    Yuanhe Zhang
    ,
    Kun Wang
    ,
    Yang Liu
    , Qing Guo
  2. Exploiting Geometric Structures for Modeling Multi-Agent Behaviors: A New Thinking
    AAAI 2026 ·
    Bohao Qu
    ,
    Xiaofeng Cao
    ,
    Bing Li
    ,
    Menglin Zhang
    ,
    Tuan-Anh Vu
    ,
    Di Lin
    , Qing Guo
  3. FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory
    AAAI 2026 ·
    Jibin Peng
    ,
    Di Lin
    ,
    Zhecheng Xu
    ,
    Haoran Lu
    ,
    Ruonan Liu
    ,
    Wuyuan Xie
    ,
    Miaohui Wang
    ,
    Lingyu Liang
    ,
    Yi Wang
    , Qing Guo
  4. From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language
    ACL 2026 ·
    Jiawei Liu
    ,
    Xun Gong
    ,
    Muli Yang
    ,
    Xingrui Yu
    ,
    Fen Fang
    ,
    Xulei Yang
    ,
    Ivor W. Tsang
    ,
    Yunfeng Hu
    ,
    Hong Chen
    , Qing Guo
  5. Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement
    ACL 2026 ·
    Xinmeng Hou
    ,
    Bohao Qu
    ,
    Wuqi Wang
    ,
    Peiliang Gong
    , Qing Guo,
    Yang Liu
  6. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
    ,
    Nhat Chung
    ,
    Jie Zhang
    ,
    Yue Cao
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    ,
    Lei Ma
    , Qing Guo
  7. PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
    AAAI 2026 ·
    Qi Guo
    ,
    Xiaojun Jia
    ,
    Shanmin Pang
    ,
    Simeng Qin
    ,
    Lin Wang
    ,
    Ju Jia
    ,
    Yang Liu
    , Qing Guo
  8. Power of Boundary and Reflection: Semantic Transparent Object Segmentation using Pyramid Vision Transformer with Transparent Cues
    WACV 2026 ·
    Tuan-Anh Vu
    ,
    Hai Nguyen-Truong
    ,
    Ziqiang Zheng
    ,
    Binh-Son Hua
    , Qing Guo,
    Ivor W. Tsang
    ,
    Sai-Kit Yeung
  9. AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
    NeurIPS 2025 ·
    Wenjun Ji
    ,
    Yuxiang Fu
    ,
    Luyang Ying
    ,
    Deng-Ping Fan
    ,
    Yuyi Wang
    ,
    Ming-Ming Cheng
    ,
    Ivor W. Tsang
    , Qing Guo
  10. CamLopa: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis
    S&P 2025 ·
    Xiang Zhang
    ,
    Jie Zhang
    ,
    Zehua Ma
    ,
    Jinyang Huang
    ,
    Meng Li
    ,
    Huan Yan
    ,
    Peng Zhao
    ,
    Zijian Zhang
    ,
    Bin Liu
    , Qing Guo,
    Tianwei Zhang
    ,
    Nenghai Yu
  11. Concept Matching with Agent for Out-of-Distribution Detection
    AAAI 2025 ·
    Yuxiao Lee
    ,
    Xiaofeng Cao
    ,
    Jingcai Guo
    ,
    Wei Ye
    , Qing Guo,
    Yi Chang
  12. Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
    ICML 2025 ·
    Yutong Wu
    ,
    Jie Zhang
    ,
    Yiming Li
    ,
    Chao Zhang
    , Qing Guo,
    Han Qiu
    ,
    Nils Lukas
    ,
    Tianwei Zhang
  13. Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
    ICML 2025 ·
    Qi Zhou
    ,
    Dongxia Wang
    ,
    Tianlin Li
    ,
    Yun Lin
    ,
    Yang Liu
    ,
    Jin Song Dong
    , Qing Guo
  14. DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
    NeurIPS 2025 ·
    Yun Xing
    ,
    Yue Cao
    ,
    Nhat Chung
    ,
    Jie M. Zhang
    ,
    Ivor W. Tsang
    ,
    Ming-Ming Cheng
    ,
    Yang Liu
    ,
    Lei Ma
    , Qing Guo
  15. DiffLoc: WiFi Hidden Camera Localization Based on Electromagnetic Diffraction
    USENIX Security 2025 ·
    Xiang Zhang
    ,
    Jie Zhang
    ,
    Huan Yan
    ,
    Jinyang Huang
    ,
    Zehua Ma
    ,
    Bin Liu
    ,
    Meng Li
    ,
    Kejiang Chen
    , Qing Guo,
    Tianwei Zhang
    ,
    Zhi Liu
  16. Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
    ICML 2025 ·
    Zhenglin Wan
    ,
    Xingrui Yu
    ,
    David Mark Bossens
    ,
    Yueming Lyu
    , Qing Guo,
    Flint Xiaofeng Fan
    ,
    Yew-Soon Ong
    ,
    Ivor W. Tsang
  17. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
    ACL 2025 ·
    Yihao Huang
    ,
    Chong Wang
    ,
    Xiaojun Jia
    , Qing Guo,
    Felix Juefei-Xu
    ,
    Jian Zhang
    ,
    Yang Liu
    ,
    Geguang Pu
  18. Engage for All: Making Ordinary Image Descriptions Appealing Again!
    ICCV 2025 ·
    Yuyan Chen
    ,
    Yifan Jiang
    ,
    Li Zhou
    ,
    Jinghan Cao
    ,
    Yu Guan
    ,
    Ming-Hsuan Yang
    , Qing Guo
  19. Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration
    AAMAS 2025 ·
    Xingrui Yu
    ,
    Zhenglin Wan
    ,
    David Mark Bossens
    ,
    Yueming Lyu
    , Qing Guo,
    Ivor W. Tsang
  20. Mask Image Watermarking
    NeurIPS 2025 ·
    Runyi Hu
    ,
    Jie Zhang
    ,
    Shiqian Zhao
    ,
    Nils Lukas
    ,
    Jiwei Li
    , Qing Guo,
    Han Qiu
    ,
    Tianwei Zhang
  21. NoiseController: Towards Consistent Multi-View Video Generation via Noise Decomposition and Collaboration
    ICCV 2025 ·
    Haotian Dong
    ,
    Xin Wang
    ,
    Di Lin
    ,
    Yipeng Wu
    ,
    Qin Chen
    ,
    Ruonan Liu
    ,
    Kairui Yang
    ,
    Ping Li
    , Qing Guo
  22. Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
    NeurIPS 2025 ·
    Xinlong Li
    ,
    Di Lin
    ,
    Shaoyiyi Gao
    ,
    Jiaxin Li
    ,
    Ruonan Liu
    , Qing Guo
  23. SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models
    CCS 2025 ·
    Peigui Qi
    ,
    Kunsheng Tang
    ,
    Wenbo Zhou
    ,
    Weiming Zhang
    ,
    Nenghai Yu
    ,
    Tianwei Zhang
    , Qing Guo,
    Jie Zhang
  24. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
    ,
    Yun Xing
    ,
    Jie Zhang
    ,
    Di Lin
    ,
    Tianwei Zhang
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    , Qing Guo
  25. Social Debiasing for Fair Multi-Modal LLMs
    ICCV 2025 ·
    Harry Cheng
    ,
    Yangyang Guo
    , Qing Guo,
    Ming-Hsuan Yang
    ,
    Tian Gan
    ,
    Weili Guan
    ,
    Liqiang Nie
  26. Trajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving
    ICLR 2025 ·
    Kairui Yang
    ,
    Zihao Guo
    ,
    Gengjie Lin
    ,
    Haotian Dong
    ,
    Zhao Huang
    ,
    Yipeng Wu
    ,
    Die Zuo
    ,
    Jibin Peng
    ,
    Ziyuan Zhong
    ,
    Xin Wang
    , Qing Guo,
    Xiaosong Jia
    ,
    Junchi Yan
    ,
    Di Lin
  27. VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking
    ICLR 2025 ·
    Runyi Hu
    ,
    Jie Zhang
    ,
    Yiming Li
    ,
    Jiwei Li
    , Qing Guo,
    Han Qiu
    ,
    Tianwei Zhang
  28. When Translators Refuse to Translate: A Novel Attack to Speech Translation Systems
    USENIX Security 2025 ·
    Haolin Wu
    ,
    Chang Liu
    ,
    Jing Chen
    ,
    Ruiying Du
    ,
    Kun He
    ,
    Yu Zhang
    ,
    Cong Wu
    ,
    Tianwei Zhang
    , Qing Guo,
    Jie Zhang
  29. AdvGPS: Adversarial GPS for Multi-Agent Perception Attack
    ICRA 2024 ·
    Jinlong Li
    ,
    Baolu Li
    ,
    Xinyu Liu
    ,
    Jianwu Fang
    ,
    Felix Juefei-Xu
    , Qing Guo,
    Hongkai Yu
  30. Boosting Transferability in Vision-Language Attacks via Diversification Along the Intersection Region of Adversarial Trajectory
    ECCV 2024 ·
    Sensen Gao
    ,
    Xiaojun Jia
    ,
    Xuhong Ren
    ,
    Ivor W. Tsang
    , Qing Guo
  31. ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
    NeurIPS 2024 ·
    Yizhuo Ma
    ,
    Shanmin Pang
    ,
    Qi Guo
    ,
    Tianyu Wei
    , Qing Guo
  32. Cosalpure: Learning Concept from Group Images for Robust Co-Saliency Detection
    CVPR 2024 ·
    Jiayi Zhu
    , Qing Guo,
    Felix Juefei-Xu
    ,
    Yihao Huang
    ,
    Yang Liu
    ,
    Geguang Pu
  33. Event Trojan: Asynchronous Event-Based Backdoor Attacks
    ECCV 2024 ·
    Ruofei Wang
    , Qing Guo,
    Haoliang Li
    ,
    Renjie Wan
  34. Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
    NeurIPS 2024 ·
    Yadong Sun
    ,
    Xiaofeng Cao
    ,
    Yu Wang
    ,
    Wei Ye
    ,
    Jingcai Guo
    , Qing Guo
  35. IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
    ICLR 2024 ·
    Yue Cao
    ,
    Tianlin Li
    ,
    Xiaofeng Cao
    ,
    Ivor W. Tsang
    ,
    Yang Liu
    , Qing Guo
  36. LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
    ICLR 2024 ·
    Jianlang Chen
    ,
    Xuhong Ren
    , Qing Guo,
    Felix Juefei-Xu
    ,
    Di Lin
    ,
    Wei Feng
    ,
    Lei Ma
    ,
    Jianjun Zhao
  37. Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving
    CVPR 2024 ·
    Jinlong Li
    ,
    Baolu Li
    ,
    Zhengzhong Tu
    ,
    Xinyu Liu
    , Qing Guo,
    Felix Juefei-Xu
    ,
    Runsheng Xu
    ,
    Hongkai Yu
  38. MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences
    ACM MM 2024 ·
    Yun Xing
    , Qing Guo,
    Xiaofeng Cao
    ,
    Ivor W. Tsang
    ,
    Lei Ma
  39. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models
    AAAI 2024 ·
    Yihao Huang
    ,
    Felix Juefei-Xu
    , Qing Guo,
    Jie Zhang
    ,
    Yutong Wu
    ,
    Ming Hu
    ,
    Tianlin Li
    ,
    Geguang Pu
    ,
    Yang Liu
  40. RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness
    ICSE 2024 ·
    Tianlin Li
    ,
    Yue Cao
    ,
    Jian Zhang
    ,
    Shiqian Zhao
    ,
    Yihao Huang
    ,
    Aishan Liu
    , Qing Guo,
    Yang Liu
  41. SAIR: Learning Semantic-Aware Implicit Representation
    ECCV 2024 ·
    Canyu Zhang
    ,
    Xiaoguang Li
    , Qing Guo,
    Song Wang
  42. Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
    NeurIPS 2024 ·
    Yanzhi Li
    ,
    Keqiu Li
    ,
    Li Guohui
    ,
    Zumin Wang
    ,
    Changqing Ji
    ,
    Lubo Wang
    ,
    Die Zuo
    , Qing Guo,
    Feng Zhang
    ,
    Manyu Wang
    ,
    Di Lin
  43. Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
    NeurIPS 2024 ·
    Lubo Wang
    ,
    Di Lin
    ,
    Kairui Yang
    ,
    Ruonan Liu
    , Qing Guo,
    Wuyuan Xie
    ,
    Miaohui Wang
    ,
    Lingyu Liang
    ,
    Yi Wang
    ,
    Ping Li