Chuanbin Liu
刘传彬
Associate Research Fellow
University of Science and Technology of China
School of Information Science and Technology
[CV] [Google Scholar] [DBLP]
Email: liucb92 AT ustc DOT edu DOT cn
Github: https://github.com/liuboss1992
Address: GaoXin Campus USTC, No.100, Fuxing Road, GaoXin District, Hefei, Anhui, 230000, P. R. China
I'm currently an associate researcher at the University of Science and Technology of China (USTC). I obtained my PhD degree in Information and Communication Engineering from USTC in 2021, under the guidance of Professor Yongdong Zhangand Professor Weiping Li.
My research interests include large model reasoning, computer vision, medical image analysis, and other fields. Currently, I have published over 40 high-level academic articles. I have won several awards, such as the President's Special Award from the Chinese Academy of Sciences, Outstanding Doctoral Dissertation from the Chinese Institute of Electronics, National Postgraduate Scholarship, and Outstanding Graduate of USTC. I also chaired a number of projects including the National Natural Science Foundation of China, the Anhui Provincial Natural Science Foundation, and the China Postdoctoral Science Foundation. In addition, I possess diverse abilities and experience, and served as an assistant in the Ministry of Science and Technology, and keep responsible for the high-performance computing clusters in his team.
刘传彬，现为中国科学技术大学信息科学技术学院副研究员，于2021年获得中国科学技术大学信息与通信工程专业博士学位，导师为张勇东教师（国家杰青）、李卫平教授（IEEE Fellow）。此前，于2015年获得中国科学技术大学物理学学士学位。研究兴趣涉及计算机视觉、跨模态推理、医学影像分析等领域，当前累计发表高水平学术文章40余篇。获得中国科学院院长特别奖、中国电子学会优秀博士学位论文、博士研究生国家奖学金、中国科学技术大学优秀毕业生等多个奖项；并主持国家自然科学基金面上项目、安徽省自然科学基金青年项目、中国博士后科学基金面上项目等多个课题。
Highlight!
课题组长期招收人工智能方向研究生，并向本科生提供实习研究机会。欢迎来自数学、物理、计算机等相关专业背景，对跨模态学习、大模型、计算机视觉等方向感兴趣的同学保送/报考硕士研究生。也欢迎有意向读研、申请大创和暑研的本科生加入实验室一起学习！
感兴趣可与我邮件联系！
News!
05/2025 Luohao Lin and Zhonghao Li, undergraduate interns, got socre A in their DaChuang!
05/2025 Yifan Gao and Yixuan Zhang passed their master degree defenses!
02/2025 One paper accepted by CVPR. Congratulations to Yifan Gao!
01/2025 One paper accepted by T-PAMI. Congratulations to Zhiying Lu!
01/2025 Start a one-year academic visiting at Nanyang Technological University, cooperate with Dacheng Tao(陶大程).
06/2024 Score 3rd in the CVPR LOVEU 2024 Long-Term Video Question Answering Challeng, solution is avaiable.
05/2024 Jingyuan Xu passed his doctoral degree defense!
05/2024 Chenhui Jin and Chang Li, undergraduate interns, got socre A in their DaChuang!
Work Experience
06/2023-Present
Associate Research Fellow
Department of Electronic Engineering and Information Science
University of Science and Technology of China (USTC)
01/2025-12/2025
Visiting Scholar
Generative AI Lab, Dacheng Tao
College of Computing and Data Science
Nanyang Technological University (NTU)
06/2021-06/2023
PostDoctor
Department of Electronic Engineering and Information Science
University of Science and Technology of China (USTC)
Education
09/2015-06/2021
Doctor of Information and Communication Engineering
Department of Electronic Engineering and Information Science
University of Science and Technology of China (USTC)
09/2011-06/2015
Bachelor of Physics
Department of Modern Physics
University of Science and Technology of China (USTC)
Publications
2025
DHVT: Dynamic Hybrid Vision Transformer for Small Dataset Recognition
Zhiying Lu, Chuanbin Liu*, Xiaojun Chang, Yongdong Zhang, Hongtao Xie
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distilling Multi-Level Semantic Cues Across Multi-Modalities for Face Forgery Detection
Lingyun Yu, Tian Xie*, Chuanbin Liu*, Guoqing Jin, Zhiguo Ding, Hongtao Xie
IEEE Transactions on Circuits and Systems for Video Technology
2024
Self-refined variational transformer for image-conditioned layout generation
Yunning Cao, Chuanbin Liu*, Ye Ma, Min Zhou, Tiezheng Ge, Yuning Jiang, Hongtao Xie
International Journal of Machine Learning and Cybernetics
Hallucination Mitigation Prompts Long-term Video Understanding
Yiwei Sun, Zhihang Liu, Chuanbin Liu*, Bowei Pu, Zhihan Zhang, Hongtao Xie
Arxiv 2406.11333
2023
Prototypical Matching Networks for Video Object Segmentation
Fanchao Lin, Zhaofan Qiu, Chuanbin Liu, Ting Yao, Hongtao Xie, Yongdong Zhang
IEEE Transactions on Image Processing
TextPainter: Multimodal Text Image Generation with Visual-harmony and Text-comprehension for Poster Design
Yifan Gao, Jinpeng Lin, Min Zhou, Chuanbin Liu*, Hongtao Xie, Tiezheng Ge, Yuning Jiang
ACM Multimedia
Frequency-based Zero-Shot Learning with Phase Augmentation
Wanting Yin, Hongtao Xie, Lei Zhang, Jiannan Ge, Pandeng Li, Chuanbin Liu*, Yongdong Zhang
ACM Multimedia
2022
Bilateral Temporal Re-Aggregation for Weakly-Supervised Video Object Segmentation
Fanchao Lin, Hongtao Xie, Chuanbin Liu, Yongdong Zhang
IEEE Transactions on Circuits and Systems for Video Technology
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets
Zhiying Lu, Hongtao Xie*, Chuanbin Liu*, Yongdong Zhang
NeurIPS
Geometry Aligned Variational Transformer for Image-conditioned Layout Generation
Yunning Cao, Ye Ma, Min Zhou, Chuanbin Liu, Hongtao Xie, Tiezheng Ge, Yuning Jiang
ACM Multimedia
During PhD
Misshapen Pelvis Landmark Detection with Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip
Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Jun Sun, Yongdong Zhang.
IEEE Transactions on Medical Imaging
Self-supervised Attention Mechanims for Pediatric Bone Age Assessment with Efficient Weak Annotation
Chuanbin Liu, Hongte Xie, Yongdong Zhang.
IEEE Transactions on Medical Imaging
Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization
Chuanbin Liu, Hongtao Xie, Zhengyun Zha,Lingfeng Ma, Lingyun Yu, Yongdong Zhang
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
Bidirectional Attention-Recognition Model for Fine-grained Object Classification
Chuanbin Liu, Hongtao Xie, Zhengyun Zha, Lingyun Yu, Zhineng Chen, Yongdong Zhang
IEEE Transactions on Multimedia
Learning Rich Attention for Pediatric Bone Age Assessment
Chuanbin Liu, Hongtao Xie, Yunyan Yan, Yongdong Zhang
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
Extract Bone Parts without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment
Chuanbin Liu, Hongtao Xie, Yizhi Liu, Zhengjun Zha, Fanchao Lin, Yongdong Zhang
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019
Misshapen Pelvis Landmark Detection by Spatial Local Correlation Mining for Diagnosing Developmental Dysplasia of the Hip
Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Jingyuan Xu, Jun Sun, Yongdong Zhang
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019
Law is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design
Chuanbin Liu, Youliang Tian, Hongtao Xie
International Conference on Multimedia Modeling (MMM) 2020 (Oral talk!)
Semantic-embedding and Shape-aware U-net for Ultrasound Eyeball Segmentation
Fanchao Lin, Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang
IEEE International Conference on Multimedia and Expo (ICME) 2019
Potential of Attention Mechanism for Classification of Optical Coherence Tomography Images
Zhihua Shang, Zilong Fu, Chuanbin Liu, Hongtao Xie, Yongdong Zhang.
IEEE International Conference on Visual Communications and Image Processing (VCIP) 2019
CircleNet for Hip Landmark Detection
Hai Wu, Hongtao Xie, Chuanbin Liu, Sicheng Zhang, Jun Sun, Yongdong Zhang.
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
Clinical Application of Artificial Intelligence–Assisted Diagnosis using Anteroposterior Pelvic Radiographs in Children with Developmental Dysplasia of the Hip
Sicheng Zhang, Jun Sun, Chuanbin Liu, Hongtao Xie, Jihong Fang, Ning Bo.
The Bone & Joint Journal
Awards
01/2025 Outstanding Reviewer for IEEE Transactions on Instrumentation and Measurement (IEEE TIM)
06/2024 3rd in the CVPR LOVEU 2024 Long-Term Video Question Answering Challeng
02/2022 Outstanding Doctoral Dissertation from the Chinese Institute of Electronics
05/2021 President's Special Award from the Chinese Academy of Sciences
04/2021 Outstanding Graduates of China University of Science and Technology
10/2020 National Scholarship for Doctoral Students (¥30000)
12/2019 Hua-Yu Fundation Scholarship (¥10000)
08/2019 MICCAI 2019 Graduate Student Travel Award ($500)
07/2019 CVPR 2019 Contest on MitosisDetection (3rd)
09/2016 Excellent Teaching Assistant Award
10/2014 Exam-Free Postgraduate to USTC
03/2014 China Undergraduate Physics Tournament Award (Grade 2)
12/2013 Chung-Yao Chao Talent Students Scholarship
Fundation
国家自然科学基金面上项目；小数据驱动的视觉识别认知模型关键技术研究；2023/01-2026/12；57万元
主持
安徽省自然科学基金青年项目；基于弱标注的复杂场景图像精细识别关键技术研究；2022/01-2023/12；10万元
主持
中国博士后科学基金面上项目；面向复杂场景的弱监督细粒度图像识别；2021/08-2023/08；8万元
主持
中国科学技术大学青年创新项目；面向复杂现实场景的弱监督细粒度图像识别；2022/01-2023/12；12万元
主持
中国科学院特别研究助理资助项目；60万元
主持
Public Resources
X-ray Pelvis Landmark Dataset
10,000 X-ray images of pelvis for diagnosing Developmental Dysplasia of the Hip
Link
Ultrasonic Pelvis Landmark Dataset
1,770 Ultrasonic images of pelvis for diagnosing Developmental Dysplasia of the Hip
Link
Paper Reading Project
Paper reading report on the recent advances of AI, CV and LLM
Link