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Tianyu Du

27 papers · 2023–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+6 more ↓ 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (7)
🌍 Conference Polyglot (8) 🀝 Dynamic Duo (11) ❓ The Questioner πŸ’Ž Century Club (19) ⚑ Prolific Year (11) πŸ—ƒοΈ Keyword Collector (89)

Conferences

AAAI (6) ACL (6) EMNLP (4) ICLR (4) NIPS (3) ICCV (2) COLING (1) IJCAI (1)

Papers

ACIArena: Toward Unified Evaluation for Agent Cascading Injection ACL 2026 LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026 DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data AAAI 2026 HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors AAAI 2026 Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors ACL 2026 FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training AAAI 2026 β€œI See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? AAAI 2026 Tool-Planner: Task Planning with Clusters across Multiple Tools ICLR 2025 CollabEdit: Towards Non-destructive Collaborative Knowledge Editing ICLR 2025 Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization IJCAI 2025 An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025 DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models AAAI 2025 Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks ACL 2025 DROWN: Towards Tighter LiRPA-based Robustness Certification COLING 2025 IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents EMNLP 2025 VideoEraser: Concept Erasure in Text-to-Video Diffusion Models EMNLP 2025 CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding ICLR 2025 ReMasker: Imputing Tabular Data with Masked Autoencoding ICLR 2024 SecCoder: Towards Generalizable and Robust Secure Code Generation EMNLP 2024 RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024 ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis ACL 2024 VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models NIPS 2023 UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation NIPS 2023 An Embarrassingly Simple Backdoor Attack on Self-supervised Learning ICCV 2023 Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NIPS 2023