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Jindong Gu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

61

Venues

13

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

61 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAICan Editing LLMs Inject Harm?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
2026AAAIAUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models.Haokun Chen, Jianing Li, Yao Zhang, Jinhe Bi, Yan Xia, Jindong Gu, Volker Tresp
2026ACLKnowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society.Zheyuan Liu, Yixin Wan, Kai-Wei Chang, Meng Jiang, Jieyu Zhao, Nouha Dziri, Yuning Mao, Jia-Chen Gu, Jindong Gu
2026ACLBeyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models.Hanqi Yan, Xiangxiang Cui, Lu Yin, Jindong Gu, Paul Pu Liang, Yulan He, Yifei Wang
2026ACLYou Only Need One Single Token to Refine Safety Alignment.Wenqian Yu, Shuo Chen, Zhijiang Li, Zhipeng Wang, Jindong Gu
2025AAAIFedPop: Federated Population-based Hyperparameter Tuning.Haokun Chen, Denis Krompa, Jindong Gu, Volker Tresp
2025ACLMultimodal Pragmatic Jailbreak on Text-to-image Models.Tong Liu, Zhixin Lai, Jiawen Wang, Gengyuan Zhang, Shuo Chen, Philip Torr, Vera Demberg, Volker Tresp, Jindong Gu
2025ACLFocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings.Tong Liu, Xiao Yu, Wenxuan Zhou, Jindong Gu, Volker Tresp
2025ACLBenchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models.Kuofeng Gao, Shutao Xia, Ke Xu, Philip Torr, Jindong Gu
2025ACLMagnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation.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
2025CVPRFedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models.Haokun Chen, Hang Li, Yao Zhang, Jinhe Bi, Gengyuan Zhang, Yueqi Zhang, Philip Torr, Jindong Gu, Denis Krompass, Volker Tresp
2025CVPRNot Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models.Hao Cheng, Erjia Xiao, Jiayan Yang, Jiahang Cao, Qiang Zhang, Jize Zhang, Kaidi Xu, Jindong Gu, Renjing Xu
2025CVPRReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos.Tanveer Hannan, Md Mohaiminul Islam, Jindong Gu, Thomas Seidl, Gedas Bertasius
2025CVPRLocalizing Events in Videos with Multimodal Queries.Gengyuan Zhang, Mang Ling Ada Fok, Jialu Ma, Yan Xia, Daniel Cremers, Philip Torr, Volker Tresp, Jindong Gu
2025EMNLPLLM Jailbreak Detection for (Almost) Free!Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu
2025EMNLPFlaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs.Andong Hua, Kenan Tang, Chenhe Gu, Jindong Gu, Eric Wong, Yao Qin
2025EMNLPCan an Individual Manipulate the Collective Decisions of Multi-Agents?Fengyuan Liu, Rui Zhao, Shuo Chen, Guohao Li, Philip Torr, Lei Han, Jindong Gu
2025EMNLPPlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving.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
2025EMNLPReimagining Safety Alignment with An Image.Yifan Xia, Guorui Chen, Wenqian Yu, Zhijiang Li, Philip Torr, Jindong Gu
2025ICCVAlignGuard: Scalable Safety Alignment for Text-to-Image Generation.Runtao Liu, Chen I Chieh, Jindong Gu, Jipeng Zhang, Renjie Pi, Qifeng Chen, Philip Torr, Ashkan Khakzar, Fabio Pizzati
2025ICCVFair Generation without Unfair Distortions: Debiasing Text-To-Image Generation with Entanglement-Free Attention.Jeonghoon Park, Juyoung Lee, Chaeyeon Chung, Jaeseong Lee, Jaegul Choo, Jindong Gu
2025ICLRImproved Techniques for Optimization-Based Jailbreaking on Large Language Models.Xiaojun Jia, Tianyu Pang, Chao Du, Yihao Huang, Jindong Gu, Yang Liu, Xiaochun Cao, Min Lin
2025ICMLPrimitive Vision: Improving Diagram Understanding in MLLMs.Shan Zhang, Aotian Chen, Yanpeng Sun, Jindong Gu, Yi-Yu Zheng, Piotr Koniusz, Kai Zou, Anton van den Hengel, Yuan Xue
2025WACVCan Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu
2025WACVCL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering.Yao Zhang, Haokun Chen, Ahmed Frikha, Denis Krompass, Gengyuan Zhang, Jindong Gu, Volker Tresp
2024AAAIFedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning.Haokun Chen, Yao Zhang, Denis Krompass, Jindong Gu, Volker Tresp
2024AAAIDoes Few-Shot Learning Suffer from Backdoor Attacks?Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024AAAIDiscretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression.Xuanlong Yu, Gianni Franchi, Jindong Gu, Emanuel Aldea
2024BMVCAs Firm As Their Foundations: Creating Transferable Adversarial Examples Across Downstream Tasks with CLIP.Anjun Hu, Jindong Gu, Francesco Pinto, Konstantinos Kamnitsas, Philip Torr
2024CVPRSelf-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation.Hang Li, Chengzhi Shen, Philip Torr, Volker Tresp, Jindong Gu
2024CVPRInitialization Matters for Adversarial Transfer Learning.Andong Hua, Jindong Gu, Zhiyu Xue, Nicholas Carlini, Eric Wong, Yao Qin
2024CVPRHide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds.Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao
2024ECCVUnveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models.Hao Cheng, Erjia Xiao, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu
2024ECCVDataset Distillation by Automatic Training Trajectories.Dai Liu, Jindong Gu, Hu Cao, Carsten Trinitis, Martin Schulz
2024ECCVLatent Guard: A Safety Framework for Text-to-Image Generation.Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati
2024ECCVWhich Model Generated This Image? A Model-Agnostic Approach for Origin Attribution.Fengyuan Liu, Haochen Luo, Yiming Li, Philip Torr, Jindong Gu
2024ECCVMM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models.Xin Liu, Yichen Zhu, Jindong Gu, Yunshi Lan, Chao Yang, Yu Qiao
2024ECCVImproving Adversarial Transferability via Model Alignment.Avery Ma, Amir-massoud Farahmand, Yangchen Pan, Philip Torr, Jindong Gu
2024EMNLPVisual Question Decomposition on Multimodal Large Language Models.Haowei Zhang, Jianzhe Liu, Zhen Han, Shuo Chen, Bailan He, Volker Tresp, Zhiqiang Xu, Jindong Gu
2024ICLRInducing High Energy-Latency of Large Vision-Language Models with Verbose Images.Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
2024ICLRInfluencer Backdoor Attack on Semantic Segmentation.Haoheng Lan, Jindong Gu, Philip Torr, Hengshuang Zhao
2024ICLRAn Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models.Haochen Luo, Jindong Gu, Fengyuan Liu, Philip Torr
2024ICMLProvably Better Explanations with Optimized Aggregation of Feature Attributions.Thomas Decker, Ananta R. Bhattarai, Jindong Gu, Volker Tresp, Florian Buettner
2023ACLECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations.Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schtze, Volker Tresp
2023BMVCExploring Non-additive Randomness on ViT against Query-Based Black-Box Attacks.Jindong Gu, Fangyun Wei, Philip H. S. Torr, Han Hu
2023CVPRBackdoor Defense via Adaptively Splitting Poisoned Dataset.Kuofeng Gao, Yang Bai, Jindong Gu, Yong Yang, Shu-Tao Xia
2023ICCVDo DALL-E and Flamingo Understand Each Other?Hang Li, Jindong Gu, Rajat Koner, Sahand Sharifzadeh, Volker Tresp
2023ICCVFRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation.Haokun Chen, Ahmed Frikha, Denis Krompass, Jindong Gu, Volker Tresp
2023ICCVMulti-event Video-Text Retrieval.Gengyuan Zhang, Jisen Ren, Jindong Gu, Volker Tresp
2022ECCVAre Vision Transformers Robust to Patch Perturbations?Jindong Gu, Volker Tresp, Yao Qin
2022ECCVSegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness.Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip H. S. Torr
2022ECCVWatermark Vaccine: Adversarial Attacks to Prevent Watermark Removal.Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao
2022ECCVTowards Efficient Adversarial Training on Vision Transformers.Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
2021AAAIInterpretable Graph Capsule Networks for Object Recognition.Jindong Gu
2021CVPRCapsule Network Is Not More Robust Than Convolutional Network.Jindong Gu, Volker Tresp, Han Hu
2021ICLREffective and Efficient Vote Attack on Capsule Networks.Jindong Gu, Baoyuan Wu, Volker Tresp
2021IJCNNSemantics for Global and Local Interpretation of Deep Convolutional Neural Networks.Jindong Gu, Rui Zhao, Volker Tresp
2020ACCVIntrospective Learning by Distilling Knowledge from Online Self-explanation.Jindong Gu, Zhiliang Wu, Volker Tresp
2020CVPRImproving the Robustness of Capsule Networks to Image Affine Transformations.Jindong Gu, Volker Tresp
2020ECAISearch for Better Students to Learn Distilled Knowledge.Jindong Gu, Volker Tresp
2018ACCVUnderstanding Individual Decisions of CNNs via Contrastive Backpropagation.Jindong Gu, Yinchong Yang, Volker Tresp