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Publication date Communities Collections Article title Author(s) Journal/Conference
15 Jun 2026 SERC Institute for Infocomm Research BL-UDA: Towards Unsupervised Domain-Adaptive Surgical Instrument Segmentation with Source Box Labels Ziyuan Zhao, Yuhua Wang, Yifang Yin, Yichen Zhang, Xulei Yang, Jun Cheng, Roger Zimmermann, Cuntai Guan, S. Kevin Zhou Proceedings of the 2026 International Conference on Multimedia Retrieval
22 Apr 2026 SERC Institute for Infocomm Research SRDiff: A Cross-Modal Diffusion Model for Satellite-to-Radar Translation in Precipitation Nowcasting You Qin, Jinming Cao, Ting Wang, Yifang Yin, Li Li, Shili Xiang, Ying Zhang, Roger Zimmermann IEEE Transactions on Geoscience and Remote Sensing
9 Apr 2026 SERC Institute for Infocomm Research Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks Mingxing Shao, Tiancheng Zhang, Yifang Yin, Wenhui Wu, Zikai Li, Minghe Yu, Fangling Leng, Ge Yu Proceedings of the ACM Web Conference 2026
7 Mar 2026 SERC Institute for Infocomm Research Improving Test-Time Efficiency in Source-Free Semantic Segmentation via Multi-Stage Self-Training Yifang Yin, Jinming Cao, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann ACM Transactions on Multimedia Computing, Communications, and Applications
21 Nov 2025 SERC Institute for Infocomm Research ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing Jinming Cao, Sicheng Shen, Qiu Zhou, Yifang Yin, Yangyan Li, Roger Zimmermann ACM Transactions on Multimedia Computing, Communications, and Applications
30 Oct 2025 SERC Institute for Infocomm Research SimCast: Enhancing Precipitation Nowcasting with Short-to-Long Term Knowledge Distillation Yifang Yin, Shengkai Chen, Yiyao Li, Lu Wang, Ruibing Jin, Wei Cui, Shili Xiang 2025 IEEE International Conference on Multimedia and Expo (ICME)
30 Sep 2025 SERC Institute for Infocomm Research Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing Mingxing Shao, Tiancheng Zhang, Minghe Yu, Zhenghao Liu, Yifang Yin, Hengyu Liu, Ge Yu Lecture Notes in Computer Science
19 Sep 2025 SERC Institute for Infocomm Research Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency Fan Li, Tiancheng Zhang, Yifang Yin, Minghe Yu, Mengxiang Wang, Ge Yu Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence
20 Aug 2025 SERC Institute for Infocomm Research PBSM: Predictive Bi-Preference Stable Matching in Spatial Crowdsourcing Yuan Xie, Yumeng Liu, Xu Zhou, Yifang Yin, Kenli Li, Roger Zimmermann 2025 IEEE 41st International Conference on Data Engineering (ICDE)
25 Jun 2025 SERC Institute for Infocomm Research Efficient Real-Time Aircraft ETA Prediction via Feature Tokenization Transformer Liping Huang, Yicheng Zhang, Yifang Yin, Sheng Zhang, Yi Zhang US-Europe Air Transportation Research & Development Symposium 2025