Zhang, Tianwei

50 publications

ICLR 2025 A Benchmark for Semantic Sensitive Information in LLMs Outputs Qingjie Zhang, Han Qiu, Di Wang, Yiming Li, Tianwei Zhang, Wenyu Zhu, Haiqin Weng, Liu Yan, Chao Zhang

ICLR 2025 An Engorgio Prompt Makes Large Language Model Babble on Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu, Han Qiu

AAAI 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems Haoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang

ICCV 2025 Automated Red Teaming for Text-to-Image Models Through Feedback-Guided Prompt Iteration with Vision-Language Models Wei Xu, Kangjie Chen, Jiawei Qiu, Yuyang Zhang, Run Wang, Jin Mao, Tianwei Zhang, Lina Wang

ICML 2025 BSemiFL: Semi-Supervised Federated Learning via a Bayesian Approach Haozhao Wang, Shengyu Wang, Jiaming Li, Hao Ren, Xingshuo Han, Wenchao Xu, Shangwei Guo, Tianwei Zhang, Ruixuan Li

ICML 2025 Cowpox: Towards the Immunity of VLM-Based Multi-Agent Systems Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Han Qiu, Nils Lukas, Tianwei Zhang

CVPR 2025 Disco4D: Disentangled 4D Human Generation and Animation from a Single Image Hui En Pang, Shuai Liu, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

CVPR 2025 Hybrid Concept Bottleneck Models Yang Liu, Tianwei Zhang, Shi Gu

NeurIPS 2025 Mask Image Watermarking Runyi Hu, Jie Zhang, Shiqian Zhao, Nils Lukas, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang

ICCV 2025 Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack Xingshuo Han, Xuanye Zhang, Xiang Lan, Haozhao Wang, Shengmin Xu, Shen Ren, Jason Zeng, Ming Wu, Michael Heinrich, Tianwei Zhang

NeurIPS 2025 Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua

CVPR 2025 SceneTAP: Scene-Coherent Typographic Adversarial Planner Against Vision-Language Models in Real-World Environments Yue Cao, Yun Xing, Jie Zhang, Di Lin, Tianwei Zhang, Ivor Tsang, Yang Liu, Qing Guo

ICML 2025 TRUST-VLM: Thorough Red-Teaming for Uncovering Safety Threats in Vision-Language Models Kangjie Chen, Li Muyang, Guanlin Li, Shudong Zhang, Shangwei Guo, Tianwei Zhang

NeurIPS 2025 Taught Well Learned Ill: Towards Distillation-Conditional Backdoor Attack Yukun Chen, Boheng Li, Yu Yuan, Leyi Qi, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren

NeurIPS 2025 Towards Resilient Safety-Driven Unlearning for Diffusion Models Against Downstream Fine-Tuning Boheng Li, Renjie Gu, Junjie Wang, Leyi Qi, Yiming Li, Run Wang, Zhan Qin, Tianwei Zhang

ICLRW 2025 Tracing the Misuse of Personalized Textual Embeddings for Text-to-Image Models Weitao Feng, Jiyan He, Jie Zhang, Tianyi Wei, Wenbo Zhou, Qing Guo, Weiming Zhang, Tianwei Zhang, Nenghai Yu

NeurIPS 2025 Transstratal Adversarial Attack: Compromising Multi-Layered Defenses in Text-to-Image Models Chunlong Xie, Kangjie Chen, Shangwei Guo, Shudong Zhang, Tianwei Zhang, Tao Xiang

ICLR 2025 VideoShield: Regulating Diffusion-Based Video Generation Models via Watermarking Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang

NeurIPS 2024 ART: Automatic Red-Teaming for Text-to-Image Models to Protect Benign Users Guanlin Li, Kangjie Chen, Shudong Zhang, Jie Zhang, Tianwei Zhang

ICML 2024 AquaLoRA: Toward White-Box Protection for Customized Stable Diffusion Models via Watermark LoRA Weitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang, Tianyi Wei, Guanlin Li, Tianwei Zhang, Weiming Zhang, Nenghai Yu

ECML-PKDD 2024 Backdoor Attacks with Input-Unique Triggers in NLP Xukun Zhou, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Muqiao Yang, Jun He

ICLR 2024 BadEdit: Backdooring Large Language Models by Model Editing Yanzhou Li, Tianlin Li, Kangjie Chen, Jian Zhang, Shangqing Liu, Wenhan Wang, Tianwei Zhang, Yang Liu

NeurIPS 2024 Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation Hangcheng Liu, Zhenhu Wu, Hao Wang, Xingshuo Han, Shangwei Guo, Tao Xiang, Tianwei Zhang

NeurIPS 2024 COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation Ziyuan Zhang, Han Qiu, Maosen Zhang, Jun Liu, Bin Chen, Tianwei Zhang, Hewu Li

IJCAI 2024 Compilation and Fast Model Counting Beyond CNF Alexis de Colnet, Stefan Szeider, Tianwei Zhang

ICLR 2024 FedCDA: Federated Learning with Cross-Rounds Divergence-Aware Aggregation Haozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li, Tianwei Zhang

ICML 2024 Purifying Quantization-Conditioned Backdoors via Layer-Wise Activation Correction with Distribution Approximation Boheng Li, Yishuo Cai, Jisong Cai, Yiming Li, Han Qiu, Run Wang, Tianwei Zhang

ECCV 2024 Robust-Wide: Robust Watermarking Against Instruction-Driven Image Editing Runyi Hu, Jie Zhang, Ting Xu, Jiwei Li, Tianwei Zhang

AAAI 2024 SAME: Sample Reconstruction Against Model Extraction Attacks Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen

NeurIPS 2024 State Chrono Representation for Enhancing Generalization in Reinforcement Learning Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang

ICLR 2024 You Only Query Once: An Efficient Label-Only Membership Inference Attack Yutong Wu, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang

ICLR 2023 Clean-Image Backdoor: Attacking Multi-Label Models with Poisoned Labels Only Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang

CVPR 2023 Color Backdoor: A Robust Poisoning Attack in Color Space Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang

ICCV 2023 Computation and Data Efficient Backdoor Attacks Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang

ICCV 2023 Deep Multitask Learning with Progressive Parameter Sharing Haosen Shi, Shen Ren, Tianwei Zhang, Sinno Jialin Pan

AAAI 2023 Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang

ICLR 2023 Extracting Robust Models with Uncertain Examples Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang

ICML 2023 GuardHFL: Privacy Guardian for Heterogeneous Federated Learning Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang

ICCV 2023 One-Bit Flip Is All You Need: When Bit-Flip Attack Meets Model Training Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li, Zeqi Lai, Chao Zhang, Shu-Tao Xia

NeurIPS 2023 Towards Robust and Expressive Whole-Body Human Pose and Shape Estimation Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu

ICLR 2022 BadPre: Task-Agnostic Backdoor Attacks to Pre-Trained NLP Foundation Models Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan

NeurIPS 2022 Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

ICLR 2022 GNN-LM: Language Modeling Based on Global Contexts via GNN Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li

ICLRW 2022 GNN-LM: Language Modeling Based on Global Contexts via GNN Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li

ECCV 2022 Improving Adversarial Robustness of 3D Point Cloud Classification Models Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang

NeurIPS 2022 Iron: Private Inference on Transformers Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Guowen Xu, Tianwei Zhang

ICLR 2022 NASPY: Automated Extraction of Automated Machine Learning Models Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Yaoxin Wu, Tianwei Zhang

IJCAI 2021 Fine-Tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu

CVPR 2021 Privacy-Preserving Collaborative Learning with Automatic Transformation Search Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu

AAAI 2020 Stealthy and Efficient Adversarial Attacks Against Deep Reinforcement Learning Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu