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Man Liu   刘曼

I am currently currently a lecturer with the School of Artificial Intelligence, Anhui University (AHU), Hefei, China. Prior to that, I received Ph.D. degrees from the School of Computer Science and Technology, Beijing Jiaotong University (BJTU) in 2025, under the supervision of Prof. Huihui Bai. From 2023 to 2024, I was a Research Scholar of NExT++ Lab, National University of Singapore, under the supervision of Prof. Tat-Seng Chua. I was fortunate to complete my Ph.D. degree in Mepro led by Prof. Yao Zhao (BJTU).

Research Interests

My research interests cover a range of computer vision and deep learning, such as fine-grained visual recognition, zero-shot learning, and visual-and-language learning. I have authored or co-authored academic papers in top-tier international conferences and journals, including CVPR, AAAI, ACM MM, TPAMI, TIP, TMM, TCSVT etc. I'm open to any kind of collaboration. Please feel free to contact me through email.

  manliu [at] ahu.edu.cn             Google Scholar             Github

Selected Publications

(*:Co-First Author)

2025

AEMVC: Mitigate Imbalanced Embedding Space in Multi-view Clustering
Pengyuan Li*, Man Liu*, Dongxia Chang, Yiming Wang, Zisen Kong, Yao Zhao
ACM Multimedia (ACM MM). (CCF Rank-A)

[Paper]

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning
Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao
Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI). (CCF Rank-A)

[Paper] [Code]

PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning
Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). (SCI, IF= 18.6, CCF Rank-A)

[Paper] [Code]

2024

Part-Object Progressive Refinement Network for Zero-Shot Learning
Man Liu, Chunjie Zhang, Huihui Bai, Yao Zhao
IEEE Transactions on Image Processing (TIP). (SCI, IF= 13.7, CCF Rank-A)

[Paper] [Code]

Progressive Complementary Knowledge Aggregation for CdZnTe Defect Segmentation
IEEE Transactions on Industrial Informatics (TII). (SCI, IF= 11.7)

Peihao Li, Feng Li, Man Liu, Huihui Bai, Yunchao Wei, Anhong Wang, Shijie Ma, and Yao Zhao
[Paper]

Exploring Resolution Fields for Scalable Image Compression with Uncertainty Guidance
Dongyi Zhang, Feng Li, Man Liu, Runmin Cong, Huihui Bai, Meng Wang, Yao Zhao.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). (SCI, IF= 8.4)

[Paper] [Code]

2023

Progressive Semantic-Visual Mutual-Adaption for Generalized Zero-Shot Learning,
Man Liu, Feng Li, Chunjie Zhang, Yunchao Wei, Huihui Bai, Yao Zhaoo
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . (Highlight). (CCF Rank-A)

[Paper] [Code]

2022

Cross-Part Learning for Fine-Grained Image Classification
Man Liu, Chunjie Zhang, Huihui Bai, Riquan Zhang, Yao Zhao
IEEE Transactions on Image Processing (TIP). (SCI, IF= 13.7, CCF Rank-A)

[Paper] [Code]

Selected Awards

  • China National Scholarship (2023)