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Tianyu Du

30 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

ACL ×7AAAI ×6EMNLP ×4ICLR ×4ACM MM ×3CCS ×1ICCV ×1IJCAI ×1NDSS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Xuhong Zhang
×15
Shouling Ji
×12
Jianwei Yin
×12
Chunyi Zhou
×11
Naen Xu
×7
Jinghuai Zhang
×7
Sheng Cheng
×6
Xun Wang
×6
Changjiang Li
×5
Yanming Liu
×5
Xinyue Peng
×5
Yuyuan Li
×4

Papers

  1. "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns?
    ACL 2026 ·
    Naen Xu
    ,
    Jiayi Sheng
    ,
    Changjiang Li
    ,
    Chunyi Zhou
    ,
    Yuyuan Li
    , Tianyu Du,
    Jun Wang
    ,
    Zhihui Fu
    ,
    Jinbao Li
    ,
    Shouling Ji
  2. ACIArena: Toward Unified Evaluation for Agent Cascading Injection
    ACL 2026 ·
    Hengyu An
    ,
    Minxi Li
    ,
    Jinghuai Zhang
    ,
    Naen Xu
    ,
    Chunyi Zhou
    ,
    Changjiang Li
    ,
    Xiaogang Xu
    , Tianyu Du,
    Shouling Ji
  3. Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?
    AAAI 2026 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Changjiang Li
    ,
    Hengyu An
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Boyu Xu
    ,
    Yuyuan Li
    , Tianyu Du,
    Shouling Ji
  4. Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
    ACL 2026 ·
    Rui Yin
    ,
    Tianxu Han
    ,
    Naen Xu
    ,
    Changjiang Li
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Zhihui Fu
    , Tianyu Du,
    Jinbao Li
    ,
    Shouling Ji
  5. DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data
    AAAI 2026 ·
    Shuo Shi
    ,
    Jinghuai Zhang
    ,
    Shijie Jiang
    ,
    Chunyi Zhou
    ,
    Yuyuan Li
    ,
    Mengying Zhu
    ,
    Yangyang Wu
    , Tianyu Du
  6. FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training
    AAAI 2026 ·
    Yuyuan Li
    ,
    Junjie Fang
    ,
    Fengyuan Yu
    ,
    Xichun Sheng
    , Tianyu Du,
    Xuyang Teng
    ,
    Shaowei Jiang
    ,
    Linbo Jiang
    ,
    Jianan Lin
    ,
    Chaochao Chen
  7. FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks
    WWW 2026 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Ping He
    ,
    Chunyi Zhou
    ,
    Jun Wang
    ,
    Zhihui Fu
    , Tianyu Du,
    Zhaoxiang Wang
    ,
    Shouling Ji
  8. HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors
    AAAI 2026 ·
    Jingxiao Yang
    ,
    Ping He
    , Tianyu Du,
    Sun Bing
    ,
    Xuhong Zhang
  9. LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
    AAAI 2026 ·
    Guanjie Cheng
    ,
    Mengzhen Yang
    ,
    Xinkui Zhao
    ,
    Shuyi Yu
    , Tianyu Du,
    Yangyang Wu
    ,
    Mengying Zhu
    ,
    Shuiguang Deng
  10. PerMemSafe: Benchmarking Implicit Personalized Safety of Long Horizon Self-Evolving Agents
    ACL 2026 ·
    Hengyu An
    ,
    Minxi Li
    ,
    Naen Xu
    ,
    Chunyi Zhou
    ,
    Xiaogang Xu
    , Tianyu Du,
    Jinbao Li
    ,
    Shouling Ji
  11. The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks
    SIGKDD 2026 ·
    Zhou Feng
    ,
    Jiahao Chen
    ,
    Chunyi Zhou
    ,
    Yuwen Pu
    , Tianyu Du,
    Jinbao Li
    ,
    Jianhai Chen
    ,
    Shouling Ji
  12. An Inversion-Based Measure of Memorization for Diffusion Models
    ICCV 2025 ·
    Zhe Ma
    ,
    Qingming Li
    ,
    Xuhong Zhang
    , Tianyu Du,
    Ruixiao Lin
    ,
    Zonghui Wang
    ,
    Shouling Ji
    ,
    Wenzhi Chen
  13. Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
    ICLR 2025 ·
    Yanming Liu
    ,
    Xinyue Peng
    ,
    Jiannan Cao
    ,
    Shi Bo
    ,
    Yanxin Shen
    , Tianyu Du,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
    ,
    Xuhong Zhang
  14. CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models
    NDSS 2025 ·
    Rui Zeng
    ,
    Xi Chen
    ,
    Yuwen Pu
    ,
    Xuhong Zhang
    , Tianyu Du,
    Shouling Ji
  15. CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing
    EMNLP 2025 ·
    Boyu Zhang
    ,
    Ping He
    , Tianyu Du,
    Xuhong Zhang
    ,
    Lei Yun
    ,
    Kingsum Chow
    ,
    Jianwei Yin
  16. CollabEdit: Towards Non-destructive Collaborative Knowledge Editing
    ICLR 2025 ·
    Jiamu Zheng
    ,
    Jinghuai Zhang
    , Tianyu Du,
    Xuhong Zhang
    ,
    Jianwei Yin
    ,
    Tao Lin
  17. DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models
    AAAI 2025 ·
    Yanming Liu
    ,
    Xinyue Peng
    ,
    Yuwei Zhang
    ,
    Xiaolan Ke
    ,
    Songhang Deng
    ,
    Jiannan Cao
    ,
    Chen Ma
    ,
    Mengchen Fu
    ,
    Xuhong Zhang
    ,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
    , Tianyu Du
  18. Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
    ACM MM 2025 ·
    Zhou Feng
    ,
    Jiahao Chen
    ,
    Chunyi Zhou
    ,
    Yuwen Pu
    ,
    Qingming Li
    , Tianyu Du,
    Shouling Ji
  19. IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
    EMNLP 2025 ·
    Hengyu An
    ,
    Jinghuai Zhang
    , Tianyu Du,
    Chunyi Zhou
    ,
    Qingming Li
    ,
    Tao Lin
    ,
    Shouling Ji
  20. Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks
    ACL 2025 ·
    Yuntai Bao
    ,
    Xuhong Zhang
    , Tianyu Du,
    Xinkui Zhao
    ,
    Zhengwen Feng
    ,
    Hao Peng
    ,
    Jianwei Yin
  21. Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization
    IJCAI 2025 ·
    Yuntai Bao
    ,
    Xuhong Zhang
    , Tianyu Du,
    Xinkui Zhao
    ,
    Jiang Zong
    ,
    Hao Peng
    ,
    Jianwei Yin
  22. Tool-Planner: Task Planning with Clusters across Multiple Tools
    ICLR 2025 ·
    Yanming Liu
    ,
    Xinyue Peng
    ,
    Jiannan Cao
    ,
    Shi Bo
    ,
    Yuwei Zhang
    ,
    Xuhong Zhang
    ,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
    , Tianyu Du
  23. VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
    EMNLP 2025 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Changjiang Li
    ,
    Zhi Chen
    ,
    Chunyi Zhou
    ,
    Qingming Li
    , Tianyu Du,
    Shouling Ji
  24. Cons2Plan: Vector Floorplan Generation from Various Conditions via a Learning Framework based on Conditional Diffusion Models
    ACM MM 2024 ·
    Shibo Hong
    ,
    Xuhong Zhang
    , Tianyu Du,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
  25. ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis
    ACL 2024 ·
    Yanming Liu
    ,
    Xinyue Peng
    , Tianyu Du,
    Jianwei Yin
    ,
    Weihao Liu
    ,
    Xuhong Zhang
  26. RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback
    ACL 2024 ·
    Yanming Liu
    ,
    Xinyue Peng
    ,
    Xuhong Zhang
    ,
    Weihao Liu
    ,
    Jianwei Yin
    ,
    Jiannan Cao
    , Tianyu Du
  27. ReMasker: Imputing Tabular Data with Masked Autoencoding
    ICLR 2024 · Tianyu Du,
    Luca Melis
    ,
    Ting Wang
  28. SecCoder: Towards Generalizable and Robust Secure Code Generation
    EMNLP 2024 ·
    Boyu Zhang
    , Tianyu Du,
    Junkai Tong
    ,
    Xuhong Zhang
    ,
    Kingsum Chow
    ,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
  29. TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment
    ACM MM 2024 ·
    Qinfeng Li
    ,
    Zhiqiang Shen
    ,
    Zhenghan Qin
    ,
    Yangfan Xie
    ,
    Xuhong Zhang
    , Tianyu Du,
    Sheng Cheng
    ,
    Xun Wang
    ,
    Jianwei Yin
  30. Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack
    CCS 2024 ·
    Guanzhong Chen
    ,
    Zhenghan Qin
    ,
    Mingxin Yang
    ,
    Yajie Zhou
    ,
    Tao Fan
    , Tianyu Du,
    Zenglin Xu