Lijia Yu

According to our database, Lijia Yu authored at least 18 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability.

Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang

CoRR, March, 2025

Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power.

Lijia Yu, Yibo Miao, Yifan Zhu, Xiao-Shan Gao, Lijun Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PowerMLP: An Efficient Version of KAN.

Ruichen Qiu, Yibo Miao, Shiwen Wang, Yifan Zhu, Lijia Yu, Xiao-Shan Gao

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Generalizability of Memorization Neural Networks.

Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo Miao

CoRR, 2024

Generalizablity of Memorization Neural Network.

Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo Miao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models.

Yibo Miao, Yifan Zhu, Lijia Yu, Jun Zhu, Xiao-Shan Gao, Yinpeng Dong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Generalization Bound and New Algorithm for Clean-Label Backdoor Attack.

Lijia Yu, Shuang Liu, Yibo Miao, Xiao-Shan Gao, Lijun Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Optimal robust Memorization with ReLU Neural Networks.

Lijia Yu, Xiao-Shan Gao, Lijun Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 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

Proceedings of the Computer Vision - ECCV 2024, 2024

Detection and Defense of Unlearnable Examples.

Yifan Zhu, Lijia Yu, Xiao-Shan Gao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improve Robustness and Accuracy of Deep Neural Network with L_2,∞ Normalization.

Lijia Yu, Xiao-Shan Gao

J. Syst. Sci. Complex., February, 2023

Restore Translation Using Equivariant Neural Networks.

Yihan Wang, Lijia Yu, Xiao-Shan Gao

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Adversarial Parameter Attack on Deep Neural Networks.

Lijia Yu, Yihan Wang, Xiao-Shan Gao

Proceedings of the International Conference on Machine Learning, 2023

2022

Achieve Optimal Adversarial Accuracy for Adversarial Deep Learning using Stackelberg Game.

Xiao-Shan Gao, Shuang Liu, Lijia Yu

CoRR, 2022

2021

Robust and Information-theoretically Safe Bias Classifier against Adversarial Attacks.

Lijia Yu, Xiao-Shan Gao

CoRR, 2021

A Robust Classification-autoencoder to Defend Outliers and Adversaries.

Lijia Yu, Xiao-Shan Gao

CoRR, 2021

2015

A protein detection POCT device based on microfluidic immunoassay chips.

Lijia Yu, Xiaoqiong Li, Xiaoming Hu, Shiyong Yu, Xuefei Lv, Qin Li, Yulin Deng

Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015