Lingwei Dang

2024.09.01 ~ now		Pursuing a Ph.D. in Software Engineering at South China University of Technology, advised by Prof. Qingyao Wu.
2023.07.06 ~ 2024.06.07		Served as an AI Engineer at Ant Group.
2020.09.01 ~ 2023.06.30		Earned a Master of Engineering (M.E.) degree in computer technology from South China University of Technology, advised by Assoc. Prof. Yongwei Nie.
2022.05.17 ~ 2022.07.12		Worked as an AI intern at Technology Engineering Group (TEG), Tencent.
2016.09.01 ~ 2020.06.30		Received a Bachelor of Science (B.S.) degree in Computer Science and Technology from Shanghai University.
Research Interests		Computer vision, Multimodal learning, etc.

News

18th Sep.

2025

One paper accepted by NeurIPS 2025 (Spotlight).

	SIB-VAD: Video Anomaly Detection with Semantics-Aware Information Bottleneck Juntong Li^, Lingwei Dang^(Equal Contribution), Qingxin Xiao, Shishuo Shang, Jiajia Cheng, Haomin Wu, Yun Hao, Qingyao Wu IEEE International Conference on Multimedia and Expo (ICME 2026), July 5-9, 2026, Bangkok, Thailand project page \| arXiv
	Not Just Detection: Aligned-Driven Purification of Indirect Prompt Injection for Reliable Agent Interaction Qingxin Xiao, Boyang Zhang, Ziqian Zeng, Zhengle Ding, Xin Cheng, Lingwei Dang, Jinhui Wu, Yangyang Zhao, Qingyao Wu 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 4-8, 2026, Barcelona, Spain Paper \| PDF
	ExPart3D: Exclusive Part Aggregation for Zero-shot Point Cloud Learning Yun Hao, Jiaju Wu, Zhongneng Ma, Lingwei Dang, Yukun Su Qingyao Wu Expert Systems with Applications, Available online 7 April 2026, 132370 Paper \| PDF

	SyncMV4D: Synchronized Multi-view Joint Diffusion of Appearance and Motion for Hand-Object Interaction Synthesis Lingwei Dang, Zonghan Li, Juntong Li, Hongwen Zhang, Liang An, Yebin Liu, Qingyao Wu ArXiv, 2025 project page \| arXiv \| video \| code
	SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios Lingwei Dang, Ruizhi Shao, Hongwen Zhang, Wei MIN, Yebin Liu, Qingyao Wu The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), Spotlight (3.19%=688/21575), 7th Dec. 2025, San Diego Convention Center project page \| arXiv \| video \| code
	SCAM-Net: Unifying Box Annotations and Pixel-Level Masks for Fundus Image Segmentation Meiju Hu, Lingwei Dang, Xin Cheng, Yun Hao, Yuning Wang, Pengshuai Yin, Yanwu Xu, Qingyao Wu PRCV, Oct. 15-18, 2025 Paper \| PDF
	Beyond game environments: Evolutionary algorithms with parameter space noise for task-oriented dialogue policy exploration Qingxin Xiao, Yangyang Zhao, Lingwei Dang, Yun Hao, Le Che, Qingyao Wu Neurocomputing, May 28, 2025, (IF 5.5) Paper \| PDF

	Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, Oct 10-14, 2022. Top 1 Conference in Multimeida, accepted paper: 690, acceptance rate: 27.9% project page \| arXiv \| video \| code
	A Fine Three-dimensional Adaptive Color Segmentation Algorithm for Real-time Vision System of Soccer Robot Yan Sun^✉, Lingwei Dang Proceedings of the 4th International Conference on Communications, Information System and Computer Engineering (CISCE), Shenzhen, China, Jun 24-26, 2022. PDF

MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction
Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li
Proceedings of the IEEE International Conference on Computer Vision (ICCV), Montreal, Canada, Oct 11-17, 2021.
Top 3 Conferences in Computer Vision, accepted paper: 1617, acceptance rate: 25.9%
project page | arXiv | video | code

Conference Reviewer	ICCV, IJCAI, ACM MM
Journal Reviewer	TMM

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