Jie Zhang

MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents AAAI 2026 Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation ACL 2026 Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation AAAI 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025 Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems ICML 2025 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers ICML 2025 On the Vulnerability of Text Sanitization NAACL 2025 Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation AAAI 2025 SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments CVPR 2025 VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking ICLR 2025 ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NeurIPS 2024 AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA ICML 2024 Data-Free Hard-Label Robustness Stealing Attack AAAI 2024 Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024 Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models AAAI 2024 Robust-Wide: Robust Watermarking against Instruction-driven Image Editing ECCV 2024 SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024 Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation ICML 2024 A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023 AutoStegaFont: Synthesizing Vector Fonts for Hiding Information in Documents AAAI 2023 DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023 Learning Sparse Group Models Through Boolean Relaxation ICLR 2023 Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023 Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences IJCAI 2022 Tracing Text Provenance via Context-Aware Lexical Substitution AAAI 2022 Initiative Defense against Facial Manipulation AAAI 2021 Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021 A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario AAAI 2020 An Attentional Recurrent Neural Network for Personalized Next Location Recommendation AAAI 2020 An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020 Model Watermarking for Image Processing Networks AAAI 2020 Passport-aware Normalization for Deep Model Protection NeurIPS 2020 General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits AAAI 2019 A Novel Strategy for Active Task Assignment in Crowd Labeling IJCAI 2018 Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing NeurIPS 2018 MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation IJCAI 2017 Online Reputation Fraud Campaign Detection in User Ratings IJCAI 2017 Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017 Improving Sybil Detection via Graph Pruning and Regularization Techniques ACML 2015 Quantifying Robustness of Trust Systems against Collusive Unfair Rating Attacks Using Information Theory IJCAI 2015 A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features ACL 2006 Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel NAACL 2006 Exploring Various Knowledge in Relation Extraction ACL 2005 Multi-Criteria-based Active Learning for Named Entity Recognition ACL 2004