Jinyuan Jia

PIArena: A Platform for Prompt Injection Evaluation ACL 2026 Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025 Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks ICLR 2025 TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning AAAI 2025 VODiff: Controlling Object Visibility Order in Text-to-Image Generation CVPR 2025 Certifiably Robust Image Watermark ECCV 2024 Data Free Backdoor Attacks NeurIPS 2024 Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 G2L-CariGAN: Caricature Generation from Global Structure to Local Features AAAI 2024 GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations ICLR 2024 Graph Neural Network Explanations are Fragile ICML 2024 Jailbreak Open-Sourced Large Language Models via Enforced Decoding ACL 2024 MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models CVPR 2024 Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NeurIPS 2024 SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024 SHINE: Shielding Backdoors in Deep Reinforcement Learning ICML 2024 Towards General Robustness Verification of MaxPool-based Convolutional Neural Networks via Tightening Linear Approximation CVPR 2024 A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning NeurIPS 2023 FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning NeurIPS 2023 Graph Contrastive Backdoor Attacks ICML 2023 IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI NeurIPS 2023 PointCert: Point Cloud Classification With Deterministic Certified Robustness Guarantees CVPR 2023 Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations ICLR 2022 Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022 MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples NeurIPS 2022 Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks AAAI 2021 On the Intrinsic Differential Privacy of Bagging IJCAI 2021 PointGuard: Provably Robust 3D Point Cloud Classification CVPR 2021 Provably Secure Federated Learning against Malicious Clients AAAI 2021 Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks AAAI 2021 Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing ICLR 2020 Object Proposal by Multi-Branch Hierarchical Segmentation CVPR 2015