Zhanpeng Zhou

According to our database, Zhanpeng Zhou authored at least 12 papers between 2013 and 2024.

Collaborative distances:

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

2024

Cross-Task Linearity Emerges in the Pretraining-Finetuning Paradigm.

Zhanpeng Zhou, Zijun Chen, Yilan Chen, Bo Zhang, Junchi Yan

CoRR, 2024

Batch Normalization Is Blind to the First and Second Derivatives of the Loss.

Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Yuefeng Chen, Quanshi Zhang

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

2023

Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory.

Yiting Chen, Zhanpeng Zhou, Junchi Yan

CoRR, 2023

Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity.

Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Defects of Convolutional Decoder Networks in Frequency Representation.

Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang

Proceedings of the International Conference on Machine Learning, 2023

Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN?

Jie Ren, Zhanpeng Zhou, Qirui Chen, Quanshi Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Batch Normalization Is Blind to the First and Second Derivatives of the Loss.

Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Quanshi Zhang

CoRR, 2022

2021

Learning Baseline Values for Shapley Values.

Jie Ren, Zhanpeng Zhou, Qirui Chen, Quanshi Zhang

CoRR, 2021

Game-theoretic Understanding of Adversarially Learned Features.

Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Xu Cheng, Xin Wang, Yiting Chen, Jie Shi, Quanshi Zhang

CoRR, 2021

Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness.

Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Yiting Chen, Xu Cheng, Xin Wang, Meng Zhou, Jie Shi, Quanshi Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2017

Assessment of driving fatigue based on intra/inter-region phase synchronization.

Wanzeng Kong, Zhanpeng Zhou, Bei Jiang, Fabio Babiloni, Gianluca Borghini

Neurocomputing, 2017

2013

Automatic and Direct Identification of Blink Components from Scalp EEG.

Wanzeng Kong, Zhanpeng Zhou, Sanqing Hu, Jianhai Zhang, Fabio Babiloni, Guojun Dai

Sensors, 2013