Tianyu Du

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 55

Top Topics

Influence Spread

Mild Cognitive Impairment

Top Venues

USENIX Security Symposium

Publications

Yanming Liu, Xinyue Peng, Xuhong Zhang, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback. ACL (Findings) (2024)
Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models. CoRR (2024)
Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis. CoRR (2024)
Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David M. Blei
CAREER: A Foundation Model for Labor Sequence Data. Trans. Mach. Learn. Res. 2024 (2024)
Yanming Liu, Xinyue Peng, Yuwei Zhang, Jiannan Cao, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
Tool-Planner: Dynamic Solution Tree Planning for Large Language Model with Tool Clustering. CoRR (2024)
Yanming Liu, Xinyue Peng, Xuhong Zhang, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback. CoRR (2024)
Yanming Liu, Xinyue Peng, Jiannan Cao, Yuwei Zhang, Chen Ma, Songhang Deng, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
MemDPT: Differential Privacy for Memory Efficient Language Models. CoRR (2024)
Tianyu Du, Luca Melis, Ting Wang
ReMasker: Imputing Tabular Data with Masked Autoencoding. ICLR (2024)
Tianyu Du, Ayush Kanodia, Herman Brunborg, Keyon Vafa, Susan Athey
LABOR-LLM: Language-Based Occupational Representations with Large Language Models. CoRR (2024)
Jinshan Zhang, Xiaoye Miao, Meng Xi, Tianyu Du, Jianwei Yin
A truthful near-optimal mechanism for online linear packing-covering problem in the random order model. Inf. Comput. 298 (2024)
Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis. ACL (1) (2024)
Qinfeng Li, Zhiqiang Shen, Zhenghan Qin, Yangfan Xie, Xuhong Zhang, Tianyu Du, Jianwei Yin
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment. CoRR (2024)
Tianyu Du, Hao Ju, Yin Xu, Dazhi He, Wenjun Zhang
A Deep Learning based Multi-edge-type decoding algorithm for 5G NR LDPC codes. IWCMC (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. NeurIPS (2023)
Qingzhe Zhang, Chunlin Li, Tianyu Du, Youlong Luo
Multi-level caching and data verification based on ethereum blockchain. Wirel. Networks 29 (2) (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Jinghui Chen, Fenglong Ma, Ting Wang
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks. CoRR (2023)
Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning. ICCV (2023)
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. NeurIPS (2023)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou, Ting Wang
Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Muchao Ye, Ziyi Yin, Tianrong Zhang, Tianyu Du, Jinghui Chen, Ting Wang, Fenglong Ma
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation. NeurIPS (2023)
Xuming Zhang, Yao Zhou, Peng Qiao, Xiaoning Lv, Jimin Li, Tianyu Du, Yiming Cai
Image Registration Algorithm for Remote Sensing Images Based on Pixel Location Information. Remote. Sens. 15 (2) (2023)
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. CoRR (2023)
Tianyu Du, Luca Melis, Ting Wang
ReMasker: Imputing Tabular Data with Masked Autoencoding. CoRR (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang
On the Security Risks of Knowledge Graph Reasoning. CoRR (2023)
Zhaohan Xi, Tianyu Du, Changjiang Li, Ren Pang, Shouling Ji, Xiapu Luo, Xusheng Xiao, Fenglong Ma, Ting Wang
On the Security Risks of Knowledge Graph Reasoning. USENIX Security Symposium (2023)
Yunruo Zhang, Tianyu Du, Shouling Ji, Peng Tang, Shanqing Guo
RNN-Guard: Certified Robustness Against Multi-frame Attacks for Recurrent Neural Networks. CoRR (2023)
Tianyu Du, Ayush Kanodia, Susan Athey
Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python. CoRR (2023)
Lei Wang, Tianyu Du, Le Zhao, Yuhu Shi, Weiming Zeng
Research on the lateralization of brain functional complexity in mild cognitive impairment-Alzheimer's disease progression based on multiscale lateralized brain entropy. Biomed. Signal Process. Control. 86 (Part B) (2023)
Jiaxuan You, Tianyu Du, Jure Leskovec
ROLAND: Graph Learning Framework for Dynamic Graphs. CoRR (2022)
Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David M. Blei
Learning Transferrable Representations of Career Trajectories for Economic Prediction. CoRR (2022)
Tianyu Du, Shouling Ji, Bo Wang, Sirui He, Jinfeng Li, Bo Li, Tao Wei, Yunhan Jia, Raheem Beyah, Ting Wang
DetectS ec: Evaluating the robustness of object detection models to adversarial attacks. Int. J. Intell. Syst. 37 (9) (2022)
Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang
Demystifying Self-supervised Trojan Attacks. CoRR (2022)
Tianyu Du, Chunlin Li, Youlong Luo
Latency-aware computation offloading and DQN-based resource allocation approaches in SDN-enabled MEC. Ad Hoc Networks 135 (2022)
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. ICSE (2022)
Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang
Reasoning over Multi-view Knowledge Graphs. CoRR (2022)
Jiaxuan You, Tianyu Du, Jure Leskovec
ROLAND: Graph Learning Framework for Dynamic Graphs. KDD (2022)
Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji
Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation. ICASSP (2021)
Jinfeng Li, Tianyu Du, Xiangyu Liu, Rong Zhang, Hui Xue, Shouling Ji
Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation. CoRR (2021)
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. CoRR (2021)
Jinyin Chen, Haibin Zheng, Hui Xiong, Ruoxi Chen, Tianyu Du, Zhen Hong, Shouling Ji
FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. Comput. Secur. 104 (2021)
Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang
Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. CCS (2021)
Jinfeng Li, Tianyu Du, Shouling Ji, Rong Zhang, Quan Lu, Min Yang, Ting Wang
TextShield: Robust Text Classification Based on Multimodal Embedding and Neural Machine Translation. USENIX Security Symposium (2020)
Tianyu Du, Shouling Ji, Jinfeng Li, Qinchen Gu, Ting Wang, Raheem Beyah
SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems. AsiaCCS (2020)
Yueyao Chen, Qianjun Liu, Tianyu Du, Yuan Chen, Shouling Ji
Symmetric Frame Cracking: A Powerful Dynamic Textual CAPTCHAs Cracking Policy. Inscrypt (2019)
Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang
TextBugger: Generating Adversarial Text Against Real-world Applications. NDSS (2019)
Jing (Selena) He, Meng Han, Shouling Ji, Tianyu Du, Zhao Li
Spreading social influence with both positive and negative opinions in online networks. Big Data Min. Anal. 2 (2) (2019)
Jinyin Chen, Haibin Zheng, Mengmeng Su, Tianyu Du, Chang-Ting Lin, Shouling Ji
Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack. Inscrypt (2019)
Lujia Shen, Tianyu Du, Shouling Ji
Neural Network Model for Classifying the Economic Recession and Construction of Financial Stress Index. ICPCSEE (2) (2019)
Shouling Ji, Tianyu Du, Zhen Hong, Ting Wang, Raheem A. Beyah
Quantifying Graph Anonymity, Utility, and De-anonymity. INFOCOM (2018)
Haiqin Weng, Zhao Li, Shouling Ji, Chen Chu, Haifeng Lu, Tianyu Du, Qinming He
Online E-Commerce Fraud: A Large-Scale Detection and Analysis. ICDE (2018)
Jinfeng Li, Shouling Ji, Tianyu Du, Bo Li, Ting Wang
TextBugger: Generating Adversarial Text Against Real-world Applications. CoRR (2018)
Bin Xiong, Guangli Xiang, Tianyu Du, Jing (Selena) He, Shouling Ji
Static Taint Analysis Method for Intent Injection Vulnerability in Android Applications. CSS (2017)
Jing (Selena) He, Ying Xie, Tianyu Du, Shouling Ji, Zhao Li
Influence Spread in Social Networks with both Positive and Negative Influences. COCOON (2017)
Tianyu Du, Zhipeng Wang, Dimitrios Makrakis, Hussein T. Mouftah
Adaptive Preamble Padding with Retransmission Control for ZigBee network under Wi-Fi interference. IWCMC (2015)
Tianyu Du, Zhipeng Wang, Dimitrios Makrakis, Hussein T. Mouftah
Protective Dummy-byte Preamble Padding for improving ZigBee packet transmission under Wi-Fi interference. WCNC (2015)
Tianyu Du, Zhipeng Wang, Dimitrios Makrakis, Hussein T. Mouftah
Adaptive Transmit Power Adjustment Technique for ZigBee Network under Wi-Fi Interference. ADHOCNETS (2014)
Yong Tang, Zhipeng Wang, Tianyu Du, Dimitrios Makrakis, Hussein T. Mouftah
Study of clear channel assessment mechanism for ZigBee packet transmission under Wi-Fi interference. CCNC (2013)
Zhipeng Wang, Tianyu Du, Yong Tang, Dimitrios Makrakis, Hussein T. Mouftah
ACK with Interference Detection Technique for ZigBee Network under Wi-Fi Interference. BWCCA (2013)