Biography

I am a 3rd year Ph.d. student at the USTC Lab For Data Science supervised by Prof. Xiangnan He.

I received my M.Sc degree in the Department of Electronic Engineering and Information Science(6系) from USTC in June 2020.

I was an algorithm engineer from 2020 to 2022 in Nanjing, Huawei.

Research Interests

My research interests include Vision-Language Models, Array Signal Processing and Speech Signal Processing.

Publications

Selective Vision-Language Subspace Projection for Few-shot CLIP.
Xingyu Zhu, Beier Zhu, Yi Tan, Shuo Wang, Yanbin Hao, Hanwang Zhang. ACM MM 2024 (oral)

Boosting Few-Shot Learning via Attentive Feature Regularization.
Xingyu Zhu, Shuo Wang, Jinda Lu, Yanbin Hao, Haifeng Liu, Xiangnan He. AAAI 2024

Robust adaptive beamforming via subspace for interference covariance matrix reconstruction.
Xingyu Zhu, Xu Xu, Zhongfu Ye. Signal Processing, 2020

Covariance matrix reconstruction via residual noise elimination and interference powers estimation for robust adaptive beamforming.
Xingyu Zhu, Zhongfu Ye, Xu Xu, Rui Zheng. IEEE Access, 2019

基于协方差矩阵重构的稳健自适应波束形成算法综述.
叶中付, 朱星宇. 数据采集与处理, 2019

Patents

叶中付, 朱星宇, 一种基于信源个数约束的稳健自适应波束形成方法, 已授权:108809398B.

Professional Services

Invited Reviewer for ICLR 2025

Invited Reviewer for International Journal of Computer Vision (IJCV)

Invited Reviewer for IEEE Transactions on Signal Processing (TSP)

Awards

Outstanding Graduate Award, USTC 2020

National Scholarship (硕士研究生国家奖学金), USTC 2019

The 6th Huayu Fund Scholarship (第六届华瑜基金奖学金), USTC 2019

Character and Academic Outstanding Graduate Award, Anhui Province 2017