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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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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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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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11 Apr 2025
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SERC
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Institute for Infocomm Research
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Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
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Jingqiao Xiu,
Mengze Li,
Zongxin Yang,
Wei Ji,
Yifang Yin,
Roger Zimmermann
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Proceedings of the AAAI Conference on Artificial Intelligence
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28 Oct 2024
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SERC
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Institute for Infocomm Research
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Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification
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Yuan Xie,
Yichen Zhang,
Yifang Yin,
Sheng Zhang,
Ying Zhang,
Rajiv Shah,
Roger Zimmermann,
Guoqing Xiao
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Proceedings of the 32nd ACM International Conference on Multimedia
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20 Oct 2024
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SERC
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Institute for Infocomm Research
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Prompt-Based Spatio-Temporal Graph Transfer Learning
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Junfeng Hu,
Xu Liu,
Zhencheng Fan,
Yifang Yin,
Shili Xiang,
Savitha Ramasamy,
Roger Zimmermann
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Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
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9 Apr 2024
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SERC
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Institute for Infocomm Research
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Predictability in Human Mobility: From Individual to Collective (Vision Paper)
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Ying Zhang,
Zhiwen Yu,
Minling Dang,
En Xu,
Bin Guo,
Yuxun Liang,
Yifang Yin,
Roger Zimmermann
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ACM Transactions on Spatial Algorithms and Systems
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25 Mar 2024
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SERC
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Institute for Infocomm Research
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SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection
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Qiu Zhou,
Jinming Cao,
Hanchao Leng,
Yifang Yin,
Yu Kun,
Roger Zimmermann
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Proceedings of the AAAI Conference on Artificial Intelligence
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