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)

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)

RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding
Yinglu Li, Zhiying Lu, Zhihang Liu, Yiwei Sun, Chuanbin Liu, Hongtao Xie
AAAI

TalkingAvatar: Learning 3D Talking Human Avatar via NeRF
Lingyun Yu, Chuang Chen, Chuanbin Liu, Wu Liu, Quanwei Yang, Yizhi Liu, Meng Shao
Neurocomputing

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

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

Leveraging Concise Concepts With Probabilistic Modeling for Interpretable Visual Recognition
Yixuan Zhang, Chuanbin Liu, Yizhi Liu, Yifan Gao, Zhiying Lu, Hongtao Xie, Yongdong Zhang
IEEE Transactions on Multimedia

PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
Yifan Gao, Zihang Lin, Chuanbin Liu, Min Zhou, Tiezheng Ge, Bo Zheng, Hongtao Xie
CVPR

Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models
Zhihang Liu, Chen-Wei Xie, Pandeng Li, Liming Zhao, Longxiang Tang, Yun Zheng, Chuanbin Liu, Hongtao Xie
CVPR

From Evaluation to Defense: Advancing Safety in Video Large Language Models
Yiwei Sun, Peiqi Jiang, Chuanbin Liu, Luohao Lin, Zhiying Lu, Hongtao Xie
CoRR (arXiv:2505.16643)

RegionRAG: Region-level Retrieval-Augumented Generation for Visually-Rich Documents
Yinglu Li, Zhiying Lu, Zhihang Liu, Chuanbin Liu, Hongtao Xie
CoRR (arXiv:2510.27261)

Alternating Perception-Reasoning for Hallucination-Resistant Video Understanding
Bowei Pu, Chuanbin Liu, Yifan Ge, Peicheng Zhou, Yiwei Sun, Zhiying Lu, Jiankang Wang, Hongtao Xie
CoRR (arXiv:2511.18463)

Hallucination Mitigation Prompts Long-term Video Understanding
Yiwei Sun, Zhihang Liu, Chuanbin Liu, Bowei Pu, Zhihan Zhang, Hongtao Xie
CoRR (arXiv:2406.11333)

Prototypical Matching Networks for Video Object Segmentation
Fanchao Lin, Zhaofan Qiu, Chuanbin Liu, Ting Yao, Hongtao Xie, Yongdong Zhang
IEEE Transactions on Image Processing

Learning Cross-Channel Representations for Semantic Segmentation
Lingfeng Ma, Hongtao Xie, Chuanbin Liu, Yongdong Zhang
IEEE Transactions on Multimedia

Multi-task Hourglass Network for Online Automatic Diagnosis of Developmental Dysplasia of the Hip
Jingyuan Xu, Hongtao Xie, Qingfeng Tan, Hai Wu, Chuanbin Liu, Sicheng Zhang, Zhendong Mao, Yongdong Zhang
World Wide Web

Frequency-based Zero-Shot Learning with Phase Augmentation
Wanting Yin, Hongtao Xie, Lei Zhang, Jiannan Ge, Pandeng Li, Chuanbin Liu, Yongdong Zhang
ACM Multimedia

High Fidelity Face Swapping via Semantics Disentanglement and Structure Enhancement
Fengyuan Liu, Lingyun Yu, Hongtao Xie, Chuanbin Liu, Zhiguo Ding, Quanwei Yang, Yongdong Zhang
ACM Multimedia

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

Recombining Vision Transformer Architecture for Fine-Grained Visual Categorization
Xuran Deng, Chuanbin Liu, Zhiying Lu
MMM

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

Weakly Supervised Pediatric Bone Age Assessment Using Ultrasonic Images via Automatic Anatomical RoI Detection
Yunyan Yan, Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao
ICMR

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

Proxy Probing Decoder for Weakly Supervised Object Localization: A Baseline Investigation
Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Yongdong Zhang
ACM Multimedia

Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets
Zhiying Lu, Hongtao Xie, Chuanbin Liu, Yongdong Zhang
NeurIPS

Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation
Chuanbin Liu, Hongtao Xie, Yongdong Zhang
IEEE Transactions on Medical Imaging

Hip Landmark Detection With Dependency Mining in Ultrasound Image
Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Fang Yang, Sicheng Zhang, Xun Chen, Yongdong Zhang
IEEE Transactions on Medical Imaging

Global Characteristic Guided Landmark Detection for Genu Valgus and Varus Diagnosis
Lingfeng Ma, Chuanbin Liu, Sicheng Zhang, Yizhi Liu, Hongtao Xie
ICIG

Filter Pruning Using Expectation Value of Feature Map's Summation
Hai Wu, Chuanbin Liu, Fanchao Lin, Yizhi Liu
ICIRA

Misshapen Pelvis Landmark Detection With Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip
Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao, Jun Sun, Yongdong Zhang
IEEE Transactions on Medical Imaging

Bidirectional Attention-Recognition Model for Fine-Grained Object Classification
Chuanbin Liu, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Zhineng Chen, Yongdong Zhang
IEEE Transactions on Multimedia

Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization
Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Lingfeng Ma, Lingyun Yu, Yongdong Zhang
AAAI

CircleNet for Hip Landmark Detection
Hai Wu, Hongtao Xie, Chuanbin Liu, Zheng-Jun Zha, Jun Sun, Yongdong Zhang
AAAI

Learning Rich Attention for Pediatric Bone Age Assessment
Chuanbin Liu, Hongtao Xie, Yunyan Yan, Zhendong Mao, Yongdong Zhang
MICCAI

Law Is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design
Chuanbin Liu, Youliang Tian, Hongtao Xie
MMM

Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation
Fanchao Lin, Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang
ICME

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
MICCAI

Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment
Chuanbin Liu, Hongtao Xie, Yizhi Liu, Zheng-Jun Zha, Fanchao Lin, Yongdong Zhang
MICCAI

Potential of Attention Mechanism for Classification of Optical Coherence Tomography Images
Zhihua Shang, Zilong Fu, Chuanbin Liu, Hongtao Xie, Yongdong Zhang
VCIP

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

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