Tianhang Zheng

53 papers A* 13A 4Journal 33Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accelerating Suffix Jailbreak attacks with Prefix-Shared KV-cache. CoRR Xinhai Wang, Shaopeng Fu, Shu Yang, Liangyu Wang, Tianhang Zheng, Di Wang
2026	J	`jnl`	Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection. CoRR Qingyu Liu, Yitao Zhang, Zhongjie Ba, Chao Shuai, Peng Cheng, Tianhang Zheng, Zhibo Wang
2026	J	`jnl`	MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety. CoRR Xiaoyu Wen, Zhida He, Han Qi, Ziyu Wan, Zhongtian Ma, Ying Wen, Tianhang Zheng, Xingcheng Xu, Chaochao Lu, Qiaosheng Zhang
2026	A*	`conf`	MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies. AAAI Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren
2026	A*	`conf`	Poisoning with a Pill: Circumventing Detection in Federated Learning. AAAI Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang
2025	J	`jnl`	AdvAnchor: Enhancing Diffusion Model Unlearning with Adversarial Anchors. CoRR Mengnan Zhao, Lihe Zhang, Xingyi Yang, Tianhang Zheng, Baocai Yin
2025	A*	`conf`	Contextual Bandits for Unbounded Context Distributions. ICML Puning Zhao, Rongfei Fan, Shaowei Wang, Li Shen, Qixin Zhang, Zong Ke, Tianhang Zheng
2025	J	`jnl`	DualBreach: Efficient Dual-Jailbreaking via Target-Driven Initialization and Multi-Target Optimization. CoRR Xinzhe Huang, Kedong Xiu, Tianhang Zheng, Churui Zeng, Wangze Ni, Zhan Qiin, Kui Ren, Chun Chen
2025	J	`jnl`	Dynamic Target Attack. CoRR Kedong Xiu, Churui Zeng, Tianhang Zheng, Xinzhe Huang, Xiaojun Jia, Di Wang, Puning Zhao, Zhan Qin, Kui Ren
2025	A*	`conf`	Fair Text-to-Image Diffusion via Fair Mapping. AAAI Jia Li, Lijie Hu, Jingfeng Zhang, Tianhang Zheng, Hua Zhang, Di Wang
2025	J	`jnl`	Faithful Interpretation for Graph Neural Networks. Trans. Mach. Learn. Res. Lijie Hu, Tianhao Huang, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang
2025	J	`jnl`	From Topology to Behavioral Semantics: Enhancing BGP Security by Understanding BGP's Language with LLMs. CoRR Heng Zhao, Ruoyu Wang, Tianhang Zheng, Qi Li, Bo Lv, Yuyi Wang, Wenliang Du
2025	J	`jnl`	HarmMetric Eval: Benchmarking Metrics and Judges for LLM Harmfulness Assessment. CoRR Langqi Yang, Tianhang Zheng, Kedong Xiu, Yixuan Chen, Di Wang, Puning Zhao, Zhan Qin, Kui Ren
2025	J	`jnl`	Hurricane Mixer: The Eye in the Storm - Embedding Regulatory Oversight into Cryptocurrency Mixing Services. IACR Cryptol. ePrint Arch. Zonglun Li, Wangze Ni, Shuhao Zheng, Junliang Luo, Weijie Sun, Lei Chen, Xue Liu, Tianhang Zheng, Zhan Qin, Kui Ren
2025	J	`jnl`	MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies. CoRR Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren
2025	A	`conf`	Nearly Optimal Differentially Private ReLU Regression. UAI Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
2025	J	`jnl`	Nearly Optimal Differentially Private ReLU Regression. CoRR Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
2025	J	`jnl`	Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons. CoRR Wenshuo Dong, Qingsong Yang, Shu Yang, Lijie Hu, Meng Ding, Wanyu Lin, Tianhang Zheng, Di Wang
2025	J	`jnl`	Untargeted Jailbreak Attack. CoRR Xinzhe Huang, Wenjing Hu, Tianhang Zheng, Kedong Xiu, Xiaojun Jia, Di Wang, Zhan Qin, Kui Ren
2024	J	`jnl`	CMI: Client-Targeted Membership Inference in Federated Learning. IEEE Trans. Dependable Secur. Comput. Tianhang Zheng, Baochun Li
2024	J	`jnl`	FLTracer: Accurate Poisoning Attack Provenance in Federated Learning. IEEE Trans. Inf. Forensics Secur. Xinyu Zhang, Qingyu Liu, Zhongjie Ba, Yuan Hong, Tianhang Zheng, Feng Lin, Li Lu, Kui Ren
2024	J	`jnl`	Faithful Interpretation for Graph Neural Networks. CoRR Lijie Hu, Tianhao Huang, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang
2024	J	`jnl`	FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learning. CoRR Tianhang Zheng, Baochun Li
2024	J	`jnl`	Poisoning with A Pill: Circumventing Detection in Federated Learning. CoRR Hanxi Guo, Hao Wang, Tao Song, Tianhang Zheng, Yang Hua, Haibing Guan, Xiangyu Zhang
2024	J	`jnl`	Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services. CoRR Shaopeng Fu, Xuexue Sun, Ke Qing, Tianhang Zheng, Di Wang
2024	J	`jnl`	Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning. CoRR Binhao Ma, Tianhang Zheng, Hongsheng Hu, Di Wang, Shuo Wang, Zhongjie Ba, Zhan Qin, Kui Ren
2024	J	`jnl`	Separable Multi-Concept Erasure from Diffusion Models. CoRR Mengnan Zhao, Lihe Zhang, Tianhang Zheng, Yuqiu Kong, Baocai Yin
2024	J	`jnl`	Text Guided Image Editing with Automatic Concept Locating and Forgetting. CoRR Jia Li, Lijie Hu, Zhixian He, Jingfeng Zhang, Tianhang Zheng, Di Wang
2023	—	`conf`	Be Careful with PyPI Packages: You May Unconsciously Spread Backdoor Model Weights. MLSys Tianhang Zheng, Hao Lan, Baochun Li
2023	J	`jnl`	FLTracer: Accurate Poisoning Attack Provenance in Federated Learning. CoRR Xinyu Zhang, Qingyu Liu, Zhongjie Ba, Yuan Hong, Tianhang Zheng, Feng Lin, Li Lu, Kui Ren
2023	J	`jnl`	Fair Text-to-Image Diffusion via Fair Mapping. CoRR Jia Li, Lijie Hu, Jingfeng Zhang, Tianhang Zheng, Hua Zhang, Di Wang
2023	A	`conf`	RDM-DC: Poisoning Resilient Dataset Condensation with Robust Distribution Matching. UAI Tianhang Zheng, Baochun Li
2022	J	`jnl`	Guided Erasable Adversarial Attack (GEAA) Toward Shared Data Protection. IEEE Trans. Inf. Forensics Secur. Mengnan Zhao, Bo Wang, Wei Wang, Yuqiu Kong, Tianhang Zheng, Kui Ren
2022	A	`conf`	InfoCensor: An Information-Theoretic Framework against Sensitive Attribute Inference and Demographic Disparity. AsiaCCS Tianhang Zheng, Baochun Li
2022	J	`jnl`	On the Robustness of Metric Learning: An Adversarial Perspective. ACM Trans. Knowl. Discov. Data Mengdi Huai, Tianhang Zheng, Chenglin Miao, Liuyi Yao, Aidong Zhang
2022	A*	`conf`	Poisoning Attacks on Deep Learning based Wireless Traffic Prediction. INFOCOM Tianhang Zheng, Baochun Li
2021	A*	`conf`	Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving? CCS Yi Zhu, Chenglin Miao, Tianhang Zheng, Foad Hajiaghajani, Lu Su, Chunming Qiao
2021	A*	`conf`	First-Order Efficient General-Purpose Clean-Label Data Poisoning. INFOCOM Tianhang Zheng, Baochun Li
2021	—	`conf`	Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness. EMNLP (1) Hengtong Zhang, Tianhang Zheng, Yaliang Li, Jing Gao, Lu Su, Bo Li
2020	A*	`conf`	Accelerometer-based smartphone eavesdropping. MobiCom Zhongjie Ba, Tianhang Zheng, Zhan Qin, Hanlin Yu, Liu Liu, Baochun Li, Xue Liu, Kui Ren
2020	A*	`conf`	Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer. NDSS Zhongjie Ba, Tianhang Zheng, Xinyu Zhang, Zhan Qin, Baochun Li, Xue Liu, Kui Ren
2020	J	`jnl`	Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness. CoRR Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu
2020	J	`jnl`	Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition. CoRR Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren
2019	A*	`conf`	Data Poisoning Attack against Knowledge Graph Embedding. IJCAI Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
2019	A*	`conf`	Distributionally Adversarial Attack. AAAI Tianhang Zheng, Changyou Chen, Kui Ren
2019	A*	`conf`	FID: Function Modeling-based Data-Independent and Channel-Robust Physical-Layer Identification. INFOCOM Tianhang Zheng, Zhi Sun, Kui Ren
2019	J	`jnl`	FID: Function Modeling-based Data-Independent and Channel-Robust Physical-Layer Identification. CoRR Tianhang Zheng, Zhi Sun, Kui Ren
2019	A	`conf`	InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks. ICME Qi Wei, Kai Fan, Wenlin Wang, Tianhang Zheng, Amit Chakraborty, Katherine A. Heller, Changyou Chen, Kui Ren
2019	A*	`conf`	PointCloud Saliency Maps. ICCV Tianhang Zheng, Changyou Chen, Junsong Yuan, Bo Li, Kui Ren
2019	J	`jnl`	Towards Data Poisoning Attack against Knowledge Graph Embedding. CoRR Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
2018	J	`jnl`	Distributionally Adversarial Attack. CoRR Tianhang Zheng, Changyou Chen, Kui Ren
2018	J	`jnl`	Learning Saliency Maps for Adversarial Point-Cloud Generation. CoRR Tianhang Zheng, Changyou Chen, Junsong Yuan, Kui Ren
2017	—	`conf`	Data Independent Identification for Privacy Preservation. PAC Tianhang Zheng, Zhi Sun, Kui Ren