About
I am an Assistant Professor at the School of Artificial Intelligence, Anhui University (AHU). Prior to this position, I was a Research Fellow at MReaL lab, Nanyang Technological University (NTU), working closely with Prof. Hanwang Zhang. Before that, I was also a Research Fellow at CVML group, National University of Singapore (NUS), working closely with Prof. Angela Yao. I received my PhD degree from the Institute of Automation, Chinese Academy of Sciences (CASIA), advised by Prof. Shan Yu. I was awarded with the "XX Program of Anhui Province (Youth Talents Program)".
My research interests lie in computer vision, multimedia understanding, brain-inspired intelligence, AI4Sciences. In particular, I am focusing on vision & language, video understanding, human-centric activity analysis, and medical image processing.
News
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Mar. 2024, one paper is accepted to IEEE Signal Processing Letters
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Mar. 2024, I was awarded with the "XX Program of Anhui Province (Youth Talents Program)"
Youth Talents Program in Anhui Province
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Jun. 2023, I join in AHU as an Assistant Professor
Research Lab: School of Artificial Intelligence.
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Mar. 2022, one paper is accepted to Zoological Research
Publications
*Equal contribution, †Corresponding author
Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification
IEEE Signal Processing Letters (SPL), 2024
Information-density Masking Strategy for Mask Image Modelling
IEEE International Conference on Multimedia and Expo (ICME), 2023
RT-Net: Replay-and-Transfer Network for Class Incremental Object Detection
Applied Intelligence, 2022
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos
Machine Intelligence Research, 2022. (invited paper)
Contrastive Learning via Local Activity
Electronics, 2022.
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Joint Learning in the Spatio-temporal and Frequency Domains for Skeleton-Based Action Recognition
IEEE Transactions on Multimedia (TMM), 2020
Network's Critical State and its Relation to the Inverted-U profile of Dopamine Related Working Memory Performance
Neuroscience 2016. Poster No. 302.07/F8.
Patents
An Approach Based on Progressive Relation Learning for Group Activity Recognition and its Training Method
National Invention Patent of China, No. 201910798505.X, 2019
An Approach, System, and Device for Action Feature Extracting Based on Joint Learning from Frequency and Spatio-temporal Domains
National Invention Patent of China, No. 201811494799.9, 2018
Experiences
- 2023 - Now, Assistant Professor, School of Artificial Intelligence, Anhui University (AHU)
- 2022 - 2023, Research Fellow, School of Comp. Sci. and Eng., Nanyang Technological University (NTU)
- 2021 - 2022, Research Fellow, School of Computing, National University of Singapore (NUS)
- 2015 - 2016, Research Intern, Institute of Automation, Chinese Academy of Sciences (CASIA)
- 2016 - 2021, PhD, Institute of Automation, Chinese Academy of Sciences (CASIA)
- 2016 - 2021, PhD, School of Artificial Intelligence, University of Chinese Academy of Sciences (UCAS)
- 2012 - 2016, B.E., School of Electrical Engineering & Automation, Hefei University of Technology (HFUT)
Service
- Journal Reviewer for T-PAMI, T-MM, T-CSVT, etc.
- Conference Reviewer for CVPR, ICCV, ECCV, ICME, IJCNN, etc.
- Program Committee of "Multi-Agent Interaction and Relational Reasoning, ICCV 2021 Workshop"
- Committee Member of "Technical Committee on Human-Computer Interaction of CSIG"
- Member of IEEE, CVF, CSIG, etc.
Teaching
- Neural Network and Deep Learning, 2024 Spring
- Python Programming, 2023 Fall
- Machine Learning, 2023 Fall