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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Oct 2024 SERC Institute for Infocomm Research Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification Yuan Xie, Yichen Zhang, Yifang Yin, Sheng Zhang, Ying Zhang, Rajiv Shah, Roger Zimmermann, Guoqing Xiao Proceedings of the 32nd ACM International Conference on Multimedia
9 Apr 2024 SERC Institute for Infocomm Research Predictability in Human Mobility: From Individual to Collective (Vision Paper) Ying Zhang, Zhiwen Yu, Minling Dang, En Xu, Bin Guo, Yuxun Liang, Yifang Yin, Roger Zimmermann ACM Transactions on Spatial Algorithms and Systems
25 Mar 2024 SERC Institute for Infocomm Research SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann Proceedings of the AAAI Conference on Artificial Intelligence
15 Jan 2024 SERC Institute for Infocomm Research CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training Yifang Yin, Wenmiao Hu, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
6 Dec 2023 SERC Institute for Infocomm Research Trajectory-aware Task Coalition Assignment in Spatial Crowdsourcing Yuan Xie, Fan Wu, Xu Zhou, Wensheng Luo, Yifang Yin, Roger Zimmermann, Keqin Li, Kenli Li IEEE Transactions on Knowledge and Data Engineering
30 Nov 2023 SERC Institute for Infocomm Research GAN-assisted Road Segmentation from Satellite Imagery Wenmiao Hu, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann ACM Transactions on Multimedia Computing, Communications, and Applications
27 Oct 2023 SERC Institute for Infocomm Research Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann Proceedings of the 31st ACM International Conference on Multimedia
27 Oct 2023 SERC Institute for Infocomm Research PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann Proceedings of the 31st ACM International Conference on Multimedia
2 Sep 2023 SERC Institute for Infocomm Research Multimodal Deep Learning for Robust Road Attribute Detection Yifang Yin, Wenmiao Hu, An Tran, Ying Zhang, Guanfeng Wang, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng ACM Transactions on Spatial Algorithms and Systems
21 Jul 2023 SERC Institute for Infocomm Research Decoupling Long-and Short-Term Patterns in Spatiotemporal Inference Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Li Liu, Yifang Yin, Roger Zimmermann IEEE Transactions on Neural Networks and Learning Systems