Jia, Jinyuan

32 publications

NeurIPS 2025 HOComp: Interaction-Aware Human-Object Composition Dong Liang, Jinyuan Jia, Yuhao Liu, Rynson W. H. Lau

ICLR 2025 Provably Robust Explainable Graph Neural Networks Against Graph Perturbation Attacks Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

AAAI 2025 TrojanDec: Data-Free Detection of Trojan Inputs in Self-Supervised Learning Yupei Liu, Yanting Wang, Jinyuan Jia

CVPR 2025 VODiff: Controlling Object Visibility Order in Text-to-Image Generation Dong Liang, Jinyuan Jia, Yuhao Liu, Zhanghan Ke, Hongbo Fu, Rynson W. H. Lau

ECCV 2024 Certifiably Robust Image Watermark Zhengyuan Jiang, Moyang Guo, Yuepeng Hu, Jinyuan Jia, Neil Zhenqiang Gong

NeurIPS 2024 Data Free Backdoor Attacks Bochuan Cao, Jinyuan Jia, Chuxuan Hu, Wenbo Guo, Zhen Xiang, Jinghui Chen, Bo Li, Dawn Song

CVPR 2024 Data Poisoning Based Backdoor Attacks to Contrastive Learning Jinghuai Zhang, Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

AAAI 2024 G2L-CariGAN: Caricature Generation from Global Structure to Local Features Xin Huang, Yunfeng Bai, Dong Liang, Feng Tian, Jinyuan Jia

ICLR 2024 GNNCert: Deterministic Certification of Graph Neural Networks Against Adversarial Perturbations Zaishuo Xia, Han Yang, Binghui Wang, Jinyuan Jia

ICML 2024 Graph Neural Network Explanations Are Fragile Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang

CVPR 2024 MMCert: Provable Defense Against Adversarial Attacks to Multi-Modal Models Yanting Wang, Hongye Fu, Wei Zou, Jinyuan Jia

NeurIPS 2024 Reimagining Mutual Information for Enhanced Defense Against Data Leakage in Collaborative Inference Lin Duan, Jingwei Sun, Jinyuan Jia, Yiran Chen, Maria Gorlatova

ICML 2024 SHINE: Shielding Backdoors in Deep Reinforcement Learning Zhuowen Yuan, Wenbo Guo, Jinyuan Jia, Bo Li, Dawn Song

ICLRW 2024 SafeDecoding: Defending Against Jailbreak Attacks via Safety-Aware Decoding Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran

CVPR 2024 Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation Yuan Xiao, Shiqing Ma, Juan Zhai, Chunrong Fang, Jinyuan Jia, Zhenyu Chen

NeurIPS 2023 A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning Hangfan Zhang, Jinyuan Jia, Jinghui Chen, Lu Lin, Dinghao Wu

NeurIPS 2023 FedGame: A Game-Theoretic Defense Against Backdoor Attacks in Federated Learning Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu, Luyao Niu, Arezoo Rajabi, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran

ICML 2023 Graph Contrastive Backdoor Attacks Hangfan Zhang, Jinghui Chen, Lu Lin, Jinyuan Jia, Dinghao Wu

NeurIPS 2023 IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI Bochuan Cao, Changjiang Li, Ting Wang, Jinyuan Jia, Bo Li, Jinghui Chen

NeurIPSW 2023 Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran

CVPR 2023 PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees Jinghuai Zhang, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong

ICLR 2022 Almost Tight L0-Norm Certified Robustness of Top-K Predictions Against Adversarial Perturbations Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong

AAAI 2022 Certified Robustness of Nearest Neighbors Against Data Poisoning and Backdoor Attacks Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong

NeurIPS 2022 MultiGuard: Provably Robust Multi-Label Classification Against Adversarial Examples Jinyuan Jia, Wenjie Qu, Neil Gong

AAAI 2021 Intrinsic Certified Robustness of Bagging Against Data Poisoning Attacks Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong

IJCAI 2021 On the Intrinsic Differential Privacy of Bagging Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

CVPR 2021 PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong

AAAI 2021 Provably Secure Federated Learning Against Malicious Clients Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

AAAI 2021 Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong

ICLR 2020 Certified Robustness for Top-K Predictions Against Adversarial Perturbations via Randomized Smoothing Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong

CVPR 2015 Object Proposal by Multi-Branch Hierarchical Segmentation Chaoyang Wang, Long Zhao, Shuang Liang, Liqing Zhang, Jinyuan Jia, Yichen Wei

IJCAI 2009 Fast Active Tabu Search and Its Application to Image Retrieval Chao Zhang, Hongyu Li, Qiyong Guo, Jinyuan Jia, I-Fan Shen