Yu, Lijia

14 publications

NeurIPS 2025 Analyzing the Power of Chain of Thought Through Memorization Capabilities Lijia Yu, Xiao-Shan Gao, Lijun Zhang
ICLR 2025 Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang
AAAI 2025 PowerMLP: An Efficient Version of KAN Ruichen Qiu, Yibo Miao, Shiwen Wang, Yifan Zhu, Lijia Yu, Xiao-Shan Gao
NeurIPS 2025 Provable Watermarking for Data Poisoning Attacks Yifan Zhu, Lijia Yu, Xiao-Shan Gao
NeurIPS 2025 SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG Xiaonan Si, Meilin Zhu, Simeng Qin, Lijia Yu, Lijun Zhang, Shuaitong Liu, Xinfeng Li, Ranjie Duan, Yang Liu, Xiaojun Jia
AAAI 2024 Detection and Defense of Unlearnable Examples Yifan Zhu, Lijia Yu, Xiao-Shan Gao
NeurIPS 2024 Generalizablity of Memorization Neural Network Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo Miao
ICML 2024 Generalization Bound and New Algorithm for Clean-Label Backdoor Attack Lijia Yu, Shuang Liu, Yibo Miao, Xiao-Shan Gao, Lijun Zhang
NeurIPS 2024 Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective Yibo Miao, Yinpeng Dong, Jinlai Zhang, Lijia Yu, Xiao Yang, Xiao-Shan Gao
ICLR 2024 Optimal Robust Memorization with ReLU Neural Networks Lijia Yu, Xiao-Shan Gao, Lijun Zhang
ECCV 2024 Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object Detectors Tao Lin, Lijia Yu, Gaojie Jin, Renjue Li, Peng Wu, Lijun Zhang
NeurIPS 2024 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models Yibo Miao, Yifan Zhu, Lijia Yu, Jun Zhu, Xiao-Shan Gao, Yinpeng Dong
ICML 2023 Adversarial Parameter Attack on Deep Neural Networks Lijia Yu, Yihan Wang, Xiao-Shan Gao
ICMLW 2023 Mathematical Theory of Adversarial Deep Learning Xiao-Shan Gao, Lijia Yu, Shuang Liu