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Publication date Communities Collections Article title Author(s) Journal/Conference
5 Aug 2025 SERC Institute for Infocomm Research A Spatial-Physics Informed Model for 3D Spiral Sample Scanned by SQUID Microscopy Senthilnath J., Jayabalan J, Zhuoyi Lin, Aye Phyu Phyu Aung, Chen Hao, Kaixin Xu, Yeow Kheng Lim, F.C. Wellstood Proceedings of the International Symposium on the Physical and Failure Analysis of Integrated Circuits, IPFA
1 Nov 2024 SERC Institute for Infocomm Research LPViT: Low-Power Semi-structured Pruning for Vision Transformers Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, Xulei Yang, Min Wu, Xiaoli Li, Weisi Lin European Conference on Computer Vision (ECCV) - (I²R Band 1) - 2024
16 Sep 2024 SERC Institute for Infocomm Research Q-instruct: Improving low-level visual abilities for multi-modality foundation models Haoning Wu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Annan Wang, Kaixin Xu, Chunyi Li, Jingwen Hou, Guangtao Zhai, Wenxiu Sun, Qiong Yan, Weisi Lin IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - (I²R Band 1) - 2024
14 Jun 2024 SERC Institute for Infocomm Research From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
4 Feb 2024 SERC Institute for Infocomm Research MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
8 Oct 2023 SERC Institute for Infocomm Research Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks Kaixin Xu, Zhe Wang, Xue Geng, Min Wu, Xiaoli Li, Weisi Lin International Conference on Computer Vision (ICCV) 2023
11 Sep 2023 SERC Institute for Infocomm Research Metagrad: Adaptive Gradient Quantization with Hypernetworks Kaixin Xu, Alina Hui Xiu Lee, Ziyuan Zhao, Zhe Wang, Min Wu, Weisi Lin 2023 IEEE International Conference on Image Processing (ICIP)
13 Oct 2022 SERC Institute for Infocomm Research LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou IEEE Transactions on Medical Imaging
8 Sep 2022 SERC Institute for Infocomm Research Self-supervised Assisted Active Learning for Skin Lesion Segmentation Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
20 Jun 2022 SERC Institute for Infocomm Research CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce KH Chow, Xiaoli Li IEEE Journal of Biomedical and Health Informatics