π Fudan University, China
π§yanwang19 at fudan.edu.cn
π§yanwang9310 at 163.com
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[DBLP]
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Yan Wang (η ιΎ)
Dr. Yan Wang will be a Research Professor (Zijiang Young Scholar) with School of Data Science and Engineering, East China Normal University in May 2025. He received the Ph.D. degree in Computer Science and Technology from Fudan University in Jan. 2023, and then then continued to work as a postdoctoral fellow at the Fudan University , both with Prof. Wenqiang Zhang as the advisor. In the past 3 years, he has published 20+ papers [Google Scholar] as the first or corresponding author (co-author) in top conferences and journals such as CVPR, ICCV, ECCV, NeurIPS, AAAI, ACM MM, Information Fusion, and IEEE TII. He won the 2024 Information Fusion Best Survey Award (the only best review paper award in 2024, the only first author), Shanghai Super Postdoctoral Fellow, and the 2024 Fudan University "Top Ten Scientific and Technological Advances" Award (Guanghua No. 1 Humanoid Robot). His research interests include expression recognition and affective computing, embodied intelligence, βAIGC, multimedia information processing, machine vision and enhancement.
A Survey on Facial Expression Recognition of Static and Dynamic Emotions
arXiv preprint, 2024
Yan Wang, Shaoqi Yan, Yang Liu, Wei Song, Jing Liu, Yang Chang, Xinji Mai, Xiping Hu, Wenqiang Zhangβ, Zhongxue Ganβ.
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Hi-EF: Benchmarking for Human-interaction-based Emotion Forecasting
arXiv preprint, 2024
Haoran Wang, Xinji Mai, Zeng Tao, Yan Wang, Yan Wangβ, Jiawen Yu, Ziheng Zhou, Xuan Tong, Shaoqi Yan, Qing Zhao, Shuyong Gao, Wenqiang Zhangβ.
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A3lign-DFER: Pioneering Comprehensive Dynamic Affective Alignment for Dynamic Facial Expression Recognition with CLIP
arXiv preprint, 2024
Zeng Tao, Yan Wangβ, Junxiong Lin, Haoran Wang, Xinji Mai,... , Wenqiang Zhangβ
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A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances
Information Fusion, 2022 [ESI Highly Cited Paper]
Yan Wang, Wei Song, Wei Tao, Dawei Yang, Antonio Liotta,Dawei Yang, Xinlei Li, Shuyong Gao, Yixuan Sun, Weifeng Ge, Wei Zhang, Wenqiang Zhangβ.
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A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection
Information Fusion, 2025
Yuxuan Lin,Yang Chang, Xuan Tong, Jiawen Yu, Antonio Liotta, Guofan Huang, Wei Song, Deyu Zeng, Zongze Wu, Yan Wangβ, Wenqiang Zhangβ.
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D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition
CVPR, 2025
Haoran Wang, Xinji Mai, Zeng Tao, Xuan Tong, Junxiong Lin, Yan Wangβ, Jiawen Yu,
Shaoqi Yan, Ziheng Zhou, Wenqiang Zhangβ.
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OUS: Bridging Scene Context and Facial Features to Overcome the Rigid Cognitive Problem
AAAI, 2025
Xinji Mai, Haoran Wang, Zeng Tao, Junxiong Lin, Shaoqi Yan, Yan Wangβ, Jiawen Yu, Xuan Tong, Yating Li, Wenqiang Zhangβ.
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ZhongJingGPT: An Expert Knowledge-Guided Language Model for Traditional Chinese Medicine
Tsinghua Science and Technology, 2025
Yanlan Kang, Yang Chang, ... ,Yan Wangβ, Haofen Wangβ , William Cheng-Chung Chuβ , Wenqiang Zhangβ.
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Towards Advanced Emotional Care: Embodied Emotional Care System for Humanoid Robots
ICME, 2025
Yang Chang, Aoxing Li, Yuxuan Lin, ..., Yan Wangβ, Wenqiang Zhangβ.
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MGR3Net: Multi-Granularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots
IEEE Trans. on Industrial Informatics, 2024
Yan Wang, Shaoqi Yan, Wei Song, Antonio Liotta, Jing Liu, Dingkang Yang, Shuyong Gao, Wenqiang Zhangβ.
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LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D
NeurIPS, 2024
Zeng Tao, Tong Yang, Junxiong Lin, Xinji Mai, Haoran Wang, Beining Wang, Enyu Zhou, Yan Wangβ, Wenqiang Zhangβ.
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Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution
ECCV, 2024
Junxiong Lin, Yan Wangβ, Zeng Tao, Boyang Wang, Qing Zhao, Haorang Wang, Xuan Tong, Xinji Mai, Yuxuan Lin, ..., Wenqiang Zhang.
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All rivers run into the sea: Unified Modality Brain-like Emotional Central Mechanism
ACM MM, 2024 [Oral]
Xinji Mai, Junxiong Lin, Haoran Wang, Zeng Tao, Yan Wangβ, Shaoqi Yan, Xuan Tong, Jiawen Yu, Boyang Wang, Ziheng Zhou, Qing Zhao, Shuyong Gao, Wenqiang Zhang.
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Observe Finer To Select Better: Learning Key Frame Extraction via Semantic Coherence for Dynamic Facial Expression Recognition in the Wild
Information Sciences, 2024
Shaoqi Yan, Yan Wangβ, Xinji Mai , Zeng Tao, Wei Song , Qing Zhao, Boyang Wang, Haoran Wang, Shuyong Gao, Wenqiang Zhangβ.
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A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image
AAAI, 2024
Nailei Hei, Qianyu Guo, Zihao Wang, Yan Wangβ, Haofen Wangβ, Wenqiang Zhangβ.
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Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution
ACM MM, 2024
Junxiong Lin, Zeng Tao, Xuan Tong, Xinji Mai, Haoran Wang, Boyang Wang, Yan Wangβ, Qing Zhao, Jiawen Yu, Yuxuan Lin, Shaoqi Yan, Shuyong Gao, Wenqiang Zhangβ.
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FD-UAD: Unsupervised Anomaly Detection Platform Based on Defect Autonomous Imaging and Enhancement
IJCAI, 2024
Yang Chang, Yuxuan Lin, Boyang Wang, Qing Zhao, Yan Wangβ, Wenqiang Zhangβ.
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MSC-AD: A Multi-Scene Unsupervised Anomaly Detection Dataset for Small Defect Detection of Casting Surface
IEEE Trans. on Industrial Informatics, 2023
Qing Zhao, Yan Wangβ, Boyang Wang, Junxiong Lin, Shaoqi Yan, Wei Song, Antonio Liotta, Jiawen Yu, Shuyong Gao, Wenqiang Zhangβ.
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Freq-HD: an Interpretable Frequency-based High-Dynamics Affective Clip Selection Method for in-the-Wild Facial Expression Recognition in Videos
ACM MM, 2023 [Oral]
Zeng Tao, Yan Wangβ, Zhaoyu Chen, Boyang Wang, Shaoqi Yan, Kaixun Jiang, Shuyong Gao, Wenqiang Zhangβ.
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Efficient Decision-based Black-box Patch Attacks on Video Recognition
ICCV, 2023
Kaixun Jiang, Zhaoyu Chen, Tony Huang, Jiafeng Wang, Dingkang Yang, Bo Li, Yan Wangβ, Wenqiang Zhangβ
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Towards Decision-based Sparse Attacks on Video Recognition
ACM MM, 2023 [Oral]
Kaixun Jiang, Zhaoyu Chen, Xinyu Zhou, Jingyu Zhang, Lingyi Hong, JiaFeng Wang, Bo Li, Yan Wangβ, Wenqiang Zhangβ.
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Empower Smart Cities with Sampling-wise Dynamic Facial Expression Recognition via Frame-Sequence Contrastive Learning
INSAI 2023 --> Computer Communications, 2023
Shaoqi Yan, Yan Wangβ, Xinji Mai, Qing Zhao, Wei Song, Jun Huang, Zeng Tao, Haoran Wang, Shuyong Gao, Wenqiang Zhangβ.
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A Capture to Registration Framework for Realistic Image Super-Resolution in the Industry Environment
ACM MM, 2023
Boyang Wang, Yan Wangβ, Qing Zhao, Junxiong Lin, ..., Shuyong Gao, Wenqiang Zhangβ
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Mixed Noise-Guided Mutual Constraint Framework for Unsupervised Anomaly Detection in Smart Industries
INSAI 2023 --> Computer Communications, 2023
Qing Zhao, Yan Wangβ,Yuxuan Lin, Shaoqi Yan, Wei Song, Boyang Wang, Jun Huang, Yang Chang, Lizhe Qiβ, Wenqiang Zhangβ.
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FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos
CVPR, 2022
Yan Wang, Yixuan Sun, Yiwen Huang, Zhongying Liu, Shuyong Gao, Wei Zhang, Weifeng Geβ, Wenqiang Zhangβ.
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DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos
ACM MM, 2022
Yan Wang, Yixuan Sun, Wei Song, Shuyong Gao, Yiwen Huang, Zhaoyu Chen, Weifeng Geβ, Wenqiang Zhangβ.
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Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map
IEEE Trans. on Broadcasting, 2020 [ESI Highly Cited Paper]
Wei Song, Yan Wangβ, Dongmei Huangβ, Antonio Liotta, Cristian Perra.
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An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging
IEEE, 2019
Yan Wang, Wei Songβ, Giancarlo Fortino, Lizhe Qi, Wenqiang Zhang, Antonio Liotta.
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A Rapid Scene Depth Estimation Model Based on Underwater Light Attenuation Prior for Underwater Image Restoration
PCM, 2018 [3 Accept, Oral]
Wei Song*, Yan Wang*, Dongmei Huang, Dian Tjondronegoro.
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