PPaperPicks

Jindong Gu

49 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×7CVPR ×7AAAI ×6ECCV ×6EMNLP ×6NeurIPS ×5ICLR ×4ICCV ×2ICML ×2WACV ×2ACM MM ×1BMVC ×1

Frequent coauthors

Philip Torr
×21
Volker Tresp
×12
Haokun Chen
×5
Shuo Chen
×5
Yao Zhang
×4
Denis Krompass
×4
Gengyuan Zhang
×4
Xiaojun Jia
×4
Hao Cheng
×4
Erjia Xiao
×4
Renjing Xu
×4
Zhijiang Li
×3

Papers

  1. AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
    AAAI 2026 ·
    Haokun Chen
    ,
    Jianing Li
    ,
    Yao Zhang
    ,
    Jinhe Bi
    ,
    Yan Xia
    , Jindong Gu,
    Volker Tresp
  2. Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models
    ACL 2026 ·
    Hanqi Yan
    ,
    Xiangxiang Cui
    ,
    Lu Yin
    , Jindong Gu,
    Paul Pu Liang
    ,
    Yulan He
    ,
    Yifei Wang
  3. Can Editing LLMs Inject Harm?
    AAAI 2026 ·
    Canyu Chen
    ,
    Baixiang Huang
    ,
    Zekun Li
    ,
    Zhaorun Chen
    ,
    Shiyang Lai
    ,
    Xiongxiao Xu
    ,
    Jia-Chen Gu
    , Jindong Gu,
    Huaxiu Yao
    ,
    Chaowei Xiao
    ,
    Xifeng Yan
    ,
    William Yang Wang
    ,
    Philip Torr
    ,
    Dawn Song
    ,
    Kai Shu
  4. Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
    ACL 2026 ·
    Zheyuan Liu
    ,
    Yixin Wan
    ,
    Kai-Wei Chang
    ,
    Meng Jiang
    ,
    Jieyu Zhao
    ,
    Nouha Dziri
    ,
    Yuning Mao
    ,
    Jia-Chen Gu
    , Jindong Gu
  5. You Only Need One Single Token to Refine Safety Alignment
    ACL 2026 ·
    Wenqian Yu
    ,
    Shuo Chen
    ,
    Zhijiang Li
    ,
    Zhipeng Wang
    , Jindong Gu
  6. AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
    ICCV 2025 ·
    Runtao Liu
    ,
    Chen I Chieh
    , Jindong Gu,
    Jipeng Zhang
    ,
    Renjie Pi
    ,
    Qifeng Chen
    ,
    Philip Torr
    ,
    Ashkan Khakzar
    ,
    Fabio Pizzati
  7. Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
    ACL 2025 ·
    Kuofeng Gao
    ,
    Shutao Xia
    ,
    Ke Xu
    ,
    Philip Torr
    , Jindong Gu
  8. CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
    WACV 2025 ·
    Yao Zhang
    ,
    Haokun Chen
    ,
    Ahmed Frikha
    ,
    Denis Krompass
    ,
    Gengyuan Zhang
    , Jindong Gu,
    Volker Tresp
  9. Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
    NeurIPS 2025 ·
    Junchi Yu
    ,
    Yujie Liu
    , Jindong Gu,
    Philip H. S. Torr
    ,
    Dongzhan Zhou
  10. Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?
    WACV 2025 ·
    Shuo Chen
    ,
    Zhen Han
    ,
    Bailan He
    ,
    Jianzhe Liu
    ,
    Mark Buckley
    ,
    Yao Qin
    ,
    Philip Torr
    ,
    Volker Tresp
    , Jindong Gu
  11. Can an Individual Manipulate the Collective Decisions of Multi-Agents?
    EMNLP 2025 ·
    Fengyuan Liu
    ,
    Rui Zhao
    ,
    Shuo Chen
    ,
    Guohao Li
    ,
    Philip Torr
    ,
    Lei Han
    , Jindong Gu
  12. Fair Generation without Unfair Distortions: Debiasing Text-To-Image Generation with Entanglement-Free Attention
    ICCV 2025 ·
    Jeonghoon Park
    ,
    Juyoung Lee
    ,
    Chaeyeon Chung
    ,
    Jaeseong Lee
    ,
    Jaegul Choo
    , Jindong Gu
  13. FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
    CVPR 2025 ·
    Haokun Chen
    ,
    Hang Li
    ,
    Yao Zhang
    ,
    Jinhe Bi
    ,
    Gengyuan Zhang
    ,
    Yueqi Zhang
    ,
    Philip Torr
    , Jindong Gu,
    Denis Krompass
    ,
    Volker Tresp
  14. FedPop: Federated Population-based Hyperparameter Tuning
    AAAI 2025 ·
    Haokun Chen
    ,
    Denis Krompaß
    , Jindong Gu,
    Volker Tresp
  15. Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs
    EMNLP 2025 ·
    Andong Hua
    ,
    Kenan Tang
    ,
    Chenhe Gu
    , Jindong Gu,
    Eric Wong
    ,
    Yao Qin
  16. FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings
    ACL 2025 ·
    Tong Liu
    ,
    Xiao Yu
    ,
    Wenxuan Zhou
    , Jindong Gu,
    Volker Tresp
  17. Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
    NeurIPS 2025 ·
    Weixing Wang
    ,
    Zifeng Ding
    , Jindong Gu,
    Rui Cao
    ,
    Christoph Meinel
    ,
    Gerard de Melo
    ,
    Haojin Yang
  18. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    ICLR 2025 ·
    Xiaojun Jia
    ,
    Tianyu Pang
    ,
    Chao Du
    ,
    Yihao Huang
    , Jindong Gu,
    Yang Liu
    ,
    Xiaochun Cao
    ,
    Min Lin
  19. Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
    NeurIPS 2025 ·
    Hao Cheng
    ,
    Erjia Xiao
    ,
    Jing Shao
    ,
    Yichi Wang
    ,
    Le Yang
    ,
    Chao Shen
    ,
    Philip H. S. Torr
    , Jindong Gu,
    Renjing Xu
  20. LLM Jailbreak Detection for (Almost) Free!
    EMNLP 2025 ·
    Guorui Chen
    ,
    Yifan Xia
    ,
    Xiaojun Jia
    ,
    Zhijiang Li
    ,
    Philip Torr
    , Jindong Gu
  21. Localizing Events in Videos with Multimodal Queries
    CVPR 2025 ·
    Gengyuan Zhang
    ,
    Mang Ling Ada Fok
    ,
    Jialu Ma
    ,
    Yan Xia
    ,
    Daniel Cremers
    ,
    Philip Torr
    ,
    Volker Tresp
    , Jindong Gu
  22. Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
    ACL 2025 ·
    Fan Yin
    ,
    Zifeng Wang
    ,
    I-Hung Hsu
    ,
    Jun Yan
    ,
    Ke Jiang
    ,
    Yanfei Chen
    , Jindong Gu,
    Long T. Le
    ,
    Kai-Wei Chang
    ,
    Chen-Yu Lee
    ,
    Hamid Palangi
    ,
    Tomas Pfister
  23. Multimodal Pragmatic Jailbreak on Text-to-image Models
    ACL 2025 ·
    Tong Liu
    ,
    Zhixin Lai
    ,
    Jiawen Wang
    ,
    Gengyuan Zhang
    ,
    Shuo Chen
    ,
    Philip Torr
    ,
    Vera Demberg
    ,
    Volker Tresp
    , Jindong Gu
  24. Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models
    CVPR 2025 ·
    Hao Cheng
    ,
    Erjia Xiao
    ,
    Jiayan Yang
    ,
    Jiahang Cao
    ,
    Qiang Zhang
    ,
    Jize Zhang
    ,
    Kaidi Xu
    , Jindong Gu,
    Renjing Xu
  25. PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
    EMNLP 2025 ·
    Mihir Parmar
    ,
    Xin Liu
    ,
    Palash Goyal
    ,
    Yanfei Chen
    ,
    Long T. Le
    ,
    Swaroop Mishra
    ,
    Hossein Mobahi
    , Jindong Gu,
    Zifeng Wang
    ,
    Hootan Nakhost
    ,
    Chitta Baral
    ,
    Chen-Yu Lee
    ,
    Tomas Pfister
    ,
    Hamid Palangi
  26. Primitive Vision: Improving Diagram Understanding in MLLMs
    ICML 2025 ·
    Shan Zhang
    ,
    Aotian Chen
    ,
    Yanpeng Sun
    , Jindong Gu,
    Yi-Yu Zheng
    ,
    Piotr Koniusz
    ,
    Kai Zou
    ,
    Anton van den Hengel
    ,
    Yuan Xue
  27. REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
    NeurIPS 2025 ·
    Divyansh Garg
    ,
    Diego Caples
    ,
    Andis Draguns
    ,
    Nikil Ravi
    ,
    Pranav Putta
    ,
    Naman Garg
    ,
    Prannay Hebbar
    ,
    Youngchul Joo
    , Jindong Gu,
    Charles London
    ,
    Christian Schroeder de Witt
    ,
    Sumeet Ramesh Motwani
  28. ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
    CVPR 2025 ·
    Tanveer Hannan
    ,
    Md Mohaiminul Islam
    , Jindong Gu,
    Thomas Seidl
    ,
    Gedas Bertasius
  29. Reimagining Safety Alignment with An Image
    EMNLP 2025 ·
    Yifan Xia
    ,
    Guorui Chen
    ,
    Wenqian Yu
    ,
    Zhijiang Li
    ,
    Philip Torr
    , Jindong Gu
  30. Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models
    ACM MM 2025 ·
    Hao Cheng
    ,
    Erjia Xiao
    ,
    Jiayan Yang
    ,
    Jinhao Duan
    ,
    Yichi Wang
    ,
    Jiahang Cao
    ,
    Qiang Zhang
    ,
    Le Yang
    ,
    Kaidi Xu
    , Jindong Gu,
    Renjing Xu
  31. An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models
    ICLR 2024 ·
    Haochen Luo
    , Jindong Gu,
    Fengyuan Liu
    ,
    Philip Torr
  32. As Firm As Their Foundations: Creating Transferable Adversarial Examples Across Downstream Tasks with CLIP
    BMVC 2024 ·
    Anjun Hu
    , Jindong Gu,
    Francesco Pinto
    ,
    Konstantinos Kamnitsas
    ,
    Philip Torr
  33. Can Large Language Model Agents Simulate Human Trust Behavior?
    NeurIPS 2024 ·
    Chengxing Xie
    ,
    Canyu Chen
    ,
    Feiran Jia
    ,
    Ziyu Ye
    ,
    Shiyang Lai
    ,
    Kai Shu
    , Jindong Gu,
    Adel Bibi
    ,
    Ziniu Hu
    ,
    David Jurgens
    ,
    James Evans
    ,
    Philip Torr
    ,
    Bernard Ghanem
    ,
    Guohao Li
  34. Dataset Distillation by Automatic Training Trajectories
    ECCV 2024 ·
    Dai Liu
    , Jindong Gu,
    Hu Cao
    ,
    Carsten Trinitis
    ,
    Martin Schulz
  35. Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
    AAAI 2024 ·
    Xuanlong Yu
    ,
    Gianni Franchi
    , Jindong Gu,
    Emanuel Aldea
  36. Does Few-Shot Learning Suffer from Backdoor Attacks?
    AAAI 2024 ·
    Xinwei Liu
    ,
    Xiaojun Jia
    , Jindong Gu,
    Yuan Xun
    ,
    Siyuan Liang
    ,
    Xiaochun Cao
  37. FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
    AAAI 2024 ·
    Haokun Chen
    ,
    Yao Zhang
    ,
    Denis Krompass
    , Jindong Gu,
    Volker Tresp
  38. Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
    CVPR 2024 ·
    Tianrui Lou
    ,
    Xiaojun Jia
    , Jindong Gu,
    Li Liu
    ,
    Siyuan Liang
    ,
    Bangyan He
    ,
    Xiaochun Cao
  39. Improving Adversarial Transferability via Model Alignment
    ECCV 2024 ·
    Avery Ma
    ,
    Amir-massoud Farahmand
    ,
    Yangchen Pan
    ,
    Philip Torr
    , Jindong Gu
  40. Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
    ICLR 2024 ·
    Kuofeng Gao
    ,
    Yang Bai
    , Jindong Gu,
    Shu-Tao Xia
    ,
    Philip Torr
    ,
    Zhifeng Li
    ,
    Wei Liu
  41. Influencer Backdoor Attack on Semantic Segmentation
    ICLR 2024 ·
    Haoheng Lan
    , Jindong Gu,
    Philip Torr
    ,
    Hengshuang Zhao
  42. Initialization Matters for Adversarial Transfer Learning
    CVPR 2024 ·
    Andong Hua
    , Jindong Gu,
    Zhiyu Xue
    ,
    Nicholas Carlini
    ,
    Eric Wong
    ,
    Yao Qin
  43. Latent Guard: A Safety Framework for Text-to-Image Generation
    ECCV 2024 ·
    Runtao Liu
    ,
    Ashkan Khakzar
    , Jindong Gu,
    Qifeng Chen
    ,
    Philip Torr
    ,
    Fabio Pizzati
  44. MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
    ECCV 2024 ·
    Xin Liu
    ,
    Yichen Zhu
    , Jindong Gu,
    Yunshi Lan
    ,
    Chao Yang
    ,
    Yu Qiao
  45. Provably Better Explanations with Optimized Aggregation of Feature Attributions
    ICML 2024 ·
    Thomas Decker
    ,
    Ananta R. Bhattarai
    , Jindong Gu,
    Volker Tresp
    ,
    Florian Buettner
  46. Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
    CVPR 2024 ·
    Hang Li
    ,
    Chengzhi Shen
    ,
    Philip Torr
    ,
    Volker Tresp
    , Jindong Gu
  47. Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models
    ECCV 2024 ·
    Hao Cheng
    ,
    Erjia Xiao
    , Jindong Gu,
    Le Yang
    ,
    Jinhao Duan
    ,
    Jize Zhang
    ,
    Jiahang Cao
    ,
    Kaidi Xu
    ,
    Renjing Xu
  48. Visual Question Decomposition on Multimodal Large Language Models
    EMNLP 2024 ·
    Haowei Zhang
    ,
    Jianzhe Liu
    ,
    Zhen Han
    ,
    Shuo Chen
    ,
    Bailan He
    ,
    Volker Tresp
    ,
    Zhiqiang Xu
    , Jindong Gu
  49. Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution
    ECCV 2024 ·
    Fengyuan Liu
    ,
    Haochen Luo
    ,
    Yiming Li
    ,
    Philip Torr
    , Jindong Gu