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most citedCMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation

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math.ST2025

Spectral analysis of large dimensional Chatterjee's rank correlation matrix

Zhaorui Dong, Fang Han, Jianfeng Yao

This paper studies the spectral behavior of large dimensional Chatterjee's rank correlation matrix when observations are independent draws from a high-dimensional random vector wit…

cs.LG2025

Towards Quantifying the Hessian Structure of Neural Networks

Zhaorui Dong, Yushun Zhang, Jianfeng Yao +1

Empirical studies reported that the Hessian matrix of neural networks (NNs) exhibits a near-block-diagonal structure, yet its theoretical foundation remains unclear. In this work,…