Tianyu Du
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
41
Venues
18
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
41 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping. | Guanjie Cheng, Mengzhen Yang, Xinkui Zhao, Shuyi Yu, Tianyu Du, Yangyang Wu, Mengying Zhu, Shuiguang Deng |
| 2026 | AAAI | FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training. | Yuyuan Li, Junjie Fang, Fengyuan Yu, Xichun Sheng, Tianyu Du, Xuyang Teng, Shaowei Jiang, Linbo Jiang, Jianan Lin, Chaochao Chen |
| 2026 | AAAI | DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data. | Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du |
| 2026 | AAAI | Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? | Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji |
| 2026 | AAAI | HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors. | Jingxiao Yang, Ping He, Tianyu Du, Sun Bing, Xuhong Zhang |
| 2026 | ACL | PerMemSafe: Benchmarking Implicit Personalized Safety of Long Horizon Self-Evolving Agents. | Hengyu An, Minxi Li, Naen Xu, Chunyi Zhou, Xiaogang Xu, Tianyu Du, Jinbao Li, Shouling Ji |
| 2026 | ACL | ACIArena: Toward Unified Evaluation for Agent Cascading Injection. | Hengyu An, Minxi Li, Jinghuai Zhang, Naen Xu, Chunyi Zhou, Changjiang Li, Xiaogang Xu, Tianyu Du, Shouling Ji |
| 2026 | ACL | "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns? | Naen Xu, Jiayi Sheng, Changjiang Li, Chunyi Zhou, Yuyuan Li, Tianyu Du, Jun Wang, Zhihui Fu, Jinbao Li, Shouling Ji |
| 2026 | ACL | Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors. | Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji |
| 2026 | KDD | The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks. | Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji |
| 2026 | WWW | FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks. | Naen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji |
| 2025 | AAAI | DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models. | 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 |
| 2025 | ACL | Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks. | Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Zhengwen Feng, Hao Peng, Jianwei Yin |
| 2025 | COLING | DROWN: Towards Tighter LiRPA-based Robustness Certification. | Yunruo Zhang, Tianyu Du, Shouling Ji, Shanqing Guo |
| 2025 | EMNLP | IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents. | Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji |
| 2025 | EMNLP | VideoEraser: Concept Erasure in Text-to-Video Diffusion Models. | Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji |
| 2025 | EMNLP | CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing. | Boyu Zhang, Ping He, Tianyu Du, Xuhong Zhang, Lei Yun, Kingsum Chow, Jianwei Yin |
| 2025 | ICCV | An Inversion-Based Measure of Memorization for Diffusion Models. | Zhe Ma, Qingming Li, Xuhong Zhang, Tianyu Du, Ruixiao Lin, Zonghui Wang, Shouling Ji, Wenzhi Chen |
| 2025 | ICLR | Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding. | Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang |
| 2025 | ICLR | Tool-Planner: Task Planning with Clusters across Multiple Tools. | Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yuwei Zhang, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du |
| 2025 | ICLR | CollabEdit: Towards Non-destructive Collaborative Knowledge Editing. | Jiamu Zheng, Jinghuai Zhang, Tianyu Du, Xuhong Zhang, Jianwei Yin, Tao Lin |
| 2025 | IJCAI | Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization. | Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Jiang Zong, Hao Peng, Jianwei Yin |
| 2025 | NDSS | CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. | Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji |
| 2024 | ACL | RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback. | Yanming Liu, Xinyue Peng, Xuhong Zhang, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du |
| 2024 | ACL | ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis. | Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang |
| 2024 | CCS | Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack. | Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu |
| 2024 | EMNLP | SecCoder: Towards Generalizable and Robust Secure Code Generation. | Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin |
| 2024 | ICLR | ReMasker: Imputing Tabular Data with Masked Autoencoding. | Tianyu Du, Luca Melis, Ting Wang |
| 2023 | ICCV | An Embarrassingly Simple Backdoor Attack on Self-supervised Learning. | Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang |
| 2023 | IWCMC | A Deep Learning based Multi-edge-type decoding algorithm for 5G NR LDPC codes. | Tianyu Du, Hao Ju, Yin Xu, Dazhi He, Wenjun Zhang |
| 2022 | ICSE | NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. | Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen |
| 2022 | KDD | ROLAND: Graph Learning Framework for Dynamic Graphs. | Jiaxuan You, Tianyu Du, Jure Leskovec |
| 2021 | CCS | Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. | Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang |
| 2021 | ICASSP | Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation. | Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji |
| 2020 | CCS | SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems. | Tianyu Du, Shouling Ji, Jinfeng Li, Qinchen Gu, Ting Wang, Raheem Beyah |
| 2019 | NDSS | TextBugger: Generating Adversarial Text Against Real-world Applications. | Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang |
| 2018 | ICDE | Online E-Commerce Fraud: A Large-Scale Detection and Analysis. | Haiqin Weng, Zhao Li, Shouling Ji, Chen Chu, Haifeng Lu, Tianyu Du, Qinming He |
| 2018 | INFOCOM | Quantifying Graph Anonymity, Utility, and De-anonymity. | Shouling Ji, Tianyu Du, Zhen Hong, Ting Wang, Raheem A. Beyah |
| 2017 | COCOON | Influence Spread in Social Networks with both Positive and Negative Influences. | Jing (Selena) He, Ying Xie, Tianyu Du, Shouling Ji, Zhao Li |
| 2015 | IWCMC | Adaptive Preamble Padding with Retransmission Control for ZigBee network under Wi-Fi interference. | Tianyu Du, Zhipeng Wang, Dimitrios Makrakis, Hussein T. Mouftah |
| 2015 | WCNC | Protective Dummy-byte Preamble Padding for improving ZigBee packet transmission under Wi-Fi interference. | Tianyu Du, Zhipeng Wang, Dimitrios Makrakis, Hussein T. Mouftah |