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