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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