个人简介
赵宝全，博士，“百人计划”副教授，硕士生导师。2017年12月毕业于中山大学数据科学与计算机学院，获得工学博士学位。期间获得中山大学资助在美国进行了为期一年的访问研究。2018年9月至2022年1月，在新加坡南洋理工大学计算机科学与工程学院从事博士后研究。2022年1月入选中山大学“百人计划”，加入人工智能学院，担任副教授，硕士生导师。研究方向主要包括跨媒体智能，大模型与多智能体、人工智能内容生成（AIGC）、多模态大数据智能处理与分析等。目前已在IEEE TCSVT, IEEE TIP, IEEE TMM, IEEE TPAMI, ACM Multimedia等国际重要期刊和会议上发表学术论文50余篇，申请/授权中国专利和PCT国际专利10余件，主持/参与了多项国家级和省部级项目。长期担任十余个期刊和会议的审稿人和技术委员会成员。
研究领域
跨媒体智能：主要研究多媒体信息（文本、语音、图像、视频）智能处理与分析，多模态信息融合，跨媒体大数据内容检索与可视分析、智能多媒体系统等；
大模型与多智能体：多模态大模型与视频问答，多智能协同的人工智能内容生成；
计算机视觉与图形学：人体运动理解与生成、三维模型处理与压缩、三维重建等。
招生简介
欢迎有意保送或报考中山大学人工智能学院研究生的同学与我联系，来信请附上个人简历、本科阶段成绩单等材料以供参考。同时也欢迎本校学有余力、动手能力强并对科研有浓厚兴趣的本科生加入课题组。
电子邮箱
zhaobaoquan@mail.sysu.edu.cn
工作经历
2022年1月至今 中山大学人工智能学院，副教授
2018年9月-2022年1月 新加坡南洋理工大学计算机科学与工程学院，博士后
代表性论著
B. Zhao, X. Ma, Q. Pang, R. Wang, F. Zhou, S. Lin, VisAug: Facilitating Speech-Rich Web Video Navigation and Engagement with Auto-Generated Visual Augmentations, The 33rd ACM International Conference on Multimedia (ACM Multimedia), 2025 (已接收, CCF推荐A类国际会议)
Y. Meng, J. Ye, W. Zhou, G. Yue, X. Mao, R. Wang, B. Zhao*, VideoForest: Person-Anchored Hierarchical Reasoning for Cross-Video Question Answering, The 33rd ACM International Conference on Multimedia (ACM Multimedia), 2025 (已接收，通讯作者, CCF推荐A类国际会议)
X. Li, J. Zheng, Y. Chen, X. Mao, G. Yue, W. Zhou, C. Lv, R. Wang, F. Zhou, B. Zhao*, DepthGait: Multi-Scale Cross-Level Feature Fusion of RGB-Derived Depth and Silhouette Sequences for Robust Gait Recognition, The 33rd ACM International Conference on Multimedia (ACM Multimedia), 2025 (已接收，通讯作者, CCF推荐A类国际会议)
F. Wang, Z. Zhang, J. Jiang, B. Zhao*, Z. Hao, X. Luo, Sketch-based Feature Fusion and Complement for Robust Sketch-to-voxel Reconstruction, Information Fusion, 2025 (已接收，通讯作者, 中科院JCR一区期刊)
G. Yue, S. Wu, G. Li, C. Zhao, Y. Hao, T. Zhou, B. Zhao*, Boundary-Guided Feature-Aligned Network for Colorectal Polyp Segmentation, IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 7, pp. 6993 - 7004, 2025 (通讯作者, 中科院JCR一区期刊)
M. Liu, F. Zhou, R. Wang, B. Zhao*, F. Zhang, Semantic Distance-Aware Cross-Modal Attention Mechanism for Video Question Answering, IEEE Transactions on Instrumentation and Measurement, 2025 (已接收, 通讯作者, 中科院JCR二区期刊)
Z. Su, Y. Tan, Z. Zheng, F. Zhou, B. Zhao, Single-View Clothed Human Reconstruction With Multi-View Consistency Representation, IEEE Transactions on Visualization and Computer Graphics, 2025 (已接收, 中科院JCR一区期刊)
M. Liu, F. Zhou, R. Wang, B. Zhao*, Multi-granularity Frequency Difference-Aware Attention for Video Question Answering, IEEE International Conference on Multimedia and Expo (ICME), 2025 (已接收，通讯作者，CCF推荐B类国际会议)
X. Li, Y. Yang, Y. Chen, G. Yue, W. Zhou, R. Wang, X. Mao, J. Zheng, Z. Qiu, B. Zhao*, MSPoint-Gait: Multi-Scale Point Cloud Analysis for 3D Gait Recognition via Cross-Modal Learning, IEEE International Conference on Multimedia and Expo (ICME), 2025 (已接收，通讯作者, CCF推荐B类国际会议)
X. Liang, R. Wang, B. Zhao*, J. Feng, Dynamic Feature-Focusing with Cross-Modal Semantic Alignment for Video Moment Retrieval and Highlight Detection, IEEE International Conference on Multimedia and Expo (ICME), 2025 (已接收，通讯作者, CCF推荐B类国际会议)
Y. Yang, X. Li, Y. Chen, G. Yue, W. Zhou, Z. Su, R. Wang, F. Zhou, B. Zhao*, MCSMoG: Multi-Conditional Diffusion for Stylized Motion Generation with Parametric Control, IEEE International Conference on Multimedia and Expo (ICME), 2025 (已接收，通讯作者, CCF推荐B类国际会议)
Y. Fu, Z. Cheng, Y. Liao, J. Wang, R. Wang, G. Yue, C. Lv, B. Zhao*, GameMLD: A Game-Sourced Motion-Language Dataset for Stylized Motion Generation, IEEE International Conference on Multimedia and Expo (ICME), 2025 (已接收，通讯作者, CCF推荐B类国际会议)
F. Wu, Y. Pang, J. Zhang, L. Pang, J. Yin, B. Zhao, Q. Li, X. Mao, CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization, The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), 2025 (CCF推荐A类国际会议, 已接收)
T. Zhou, S. Tan, L Li, B. Zhao, Q. Jiang, G. Yue, Cross-Modality Interactive Attention Network for AI-generated Image Quality Assessment, Pattern Recognition, 111693, 2025 (已接收，中科院JCR一区期刊)
T. Zhou, S. Tan, B. Zhao, G. Yue, Multitask Deep Neural Network With Knowledge-Guided Attention for Blind Image Quality Assessment, IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 8, pp. 7577 - 7588, 2024 (中科院JCR一区期刊)
G. Yue, H. Xiao, H. Xie, T. Zhou, W. Zhou, W. Yan, B. Zhao, T. Wang, Q. Jiang, Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection, IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 5, pp. 3286 - 3298, 2024 (中科院JCR一区期刊)
L. Pang, J. Yin, B. Zhao, F. Wu, F. L. Wang, Q. Li, X. Mao, AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation, The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024 (CCF推荐A类国际会议)
F. Wang, J. Sheng, K. Jiang, Z. Zhang, J. Zheng, B. Zhao*, Single Free-hand Sketch Guided Free-Form Deformation for 3D Shape Generation, IEEE International Conference on Multimedia and Expo (ICME), 2024 (通讯作者, CCF推荐B类国际会议)
Y. Huang, Y. Yuan, X. Zeng, L. Xie, Y. Fu, G. Yue, B. Zhao*, Full-Reference Motion Quality Assessment Based on Efficient Monocular Parametric 3D Human Body Reconstruction, IEEE International Conference on Multimedia and Expo (ICME), 2024 (通讯作者, CCF推荐B类国际会议)
J. Yu, S. Wang, L. Zheng, Q. Su, W. Liu, B. Zhao, J. Yin, Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference, The 61st Annual Meeting of the Association for Computational Linguistics (ACL), pp. 470 - 486, 2023 (CCF推荐A类国际会议)
C. Lv, W. Lin, B. Zhao, Intrinsic and Isotropic Resampling for 3D Point Clouds, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol.45, no. 3, pp. 3274-3291, 2023 (中科院JCR一区期刊)
J. Hou, W. Lin, G. Yue, W. Liu, B. Zhao, Interaction-matrix based personalized image aesthetics assessment, IEEE Transactions on Multimedia vol. 25, pp. 5263-5278, 2023 (中科院JCR一区期刊)
C. Lv, W. Lin, B. Zhao, KSS-ICP: point cloud registration based on Kendall shape space, IEEE Transactions on Image Processing, vol. 32, pp.1681-1693, 2023 (中科院JCR一区期刊)
B. Zhao, W. Lin, and C. Lv, Fine-Grained Patch Segmentation and Rasterization for 3D Point Cloud Attribute Compression, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol. 31, no. 12, pp. 4590-4602, 2021 (中科院JCR一区期刊)
C. Lv, W. Lin, B. Zhao, Approximate intrinsic voxel structure for point cloud simplification, IEEE Transactions on Image Processing, vol. 30, pp. 7241-7255, 2021 (中科院JCR一区期刊)
F. Wang, S. Xu, D. Jiang, B. Zhao*, X. Dai, T. Zhou, X. Luo, Particle Hydrodynamic Simulation of Thrombus Formation Using Velocity Decay Factor, Computer Methods and Programs in Biomedicine, vol. 207, pp. 106173, 2021 (通讯作者, 中科院JCR二区期刊)
B. Zhao, S. Xu, S. Lin, R. Wang, X. Luo, A New Visual Interface for Searching and Navigating Slide-Based Lecture Videos}, IEEE International Conference on Multimedia and Expo (ICME), pp. 928--933, 2019 (CCF推荐B类国际会议)
B. Zhao, S. Lin, X. Luo, S. Xu, R. Wang, A Novel System for Visual Navigation of Educational Videos Using Multimodal Cues, The 25th ACM International Conference on Multimedia (ACM Multimedia), pp. 1680-1688, 2017 (CCF推荐A类国际会议)
B. Zhao, S. Xu, S. Lin, X. Luo, L. Duan, A New Visual Navigation System for Exploring Biomedical Open Educational Resource (OER) Videos, Journal of the American Medical Informatics Association (JAMIA), vol. 23, no. e1, pp. e34 - e41, 2016 (中科院JCR二区期刊)
更多信息详见个人主页：https://baoquanzhao.github.io/
获奖情况
中山大学第十二届本科教育成果奖一等奖，2025
第十八届“赢在中大”创新创业大赛学术赛道银奖（指导老师），2025
第十七届全国大学生软件创新大赛全国二等奖（指导老师），2024
全国大学生数学建模竞赛广东省分赛二等奖（指导老师），2024
第十六届“赢在中大”创新创业大赛创新赛道银奖（指导老师），2023
第十六届全国大学生软件创新大赛全国二等奖（指导老师），2023
第十届“泰迪杯”数据挖掘挑战赛本科组全国二等奖（指导老师），2022
IEEE ICME “杰出审稿人”奖（Outstanding Reviewer Award），2020
学术服务（学术兼职）
IEEE TIP, IEEE TMM, IEEE TCSVT, Pattern Recognition, Neurocomputing, Information Science, Information Processing and Management, Signal Processing, IEEE/CAA JAS, JVCIP等期刊审稿人
AAAI, ACM Multimedia, WWW, UIST, IEEE ICASSP, IEEE ICME, IEEE ICIP, AMIA等国际学术会议技术委员会成员
广东省数字家庭标准化技术委员会（第三届），副秘书长
淡马锡基金会-新加坡南洋理工大学亚洲人工智能项目Coordinator
