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24 Nov 2025
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SERC
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Institute for Infocomm Research
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DefectGPT: Towards Multi-Class Defect Detection with Limited Electrical Samples (Pending publish)
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Zhuoyi Lin,
Kaixin Xu,
Aye Phyu Phyu Aung,
Wen Qiu,
Bernice Zee,
Jiann Min Chin,
J. Senthilnath
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The British Machine Vision Conference
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5 Aug 2025
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SERC
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Institute for Infocomm Research
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A Spatial-Physics Informed Model for 3D Spiral Sample Scanned by SQUID Microscopy (Pending publish)
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Senthilnath J.,
Jayabalan J,
Zhuoyi Lin,
Aye Phyu Phyu Aung,
Chen Hao,
Kaixin Xu,
Yeow Kheng Lim,
F.C. Wellstood
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Proceedings of the International Symposium on the Physical and Failure Analysis of Integrated Circuits, IPFA
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1 Nov 2024
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SERC
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Institute for Infocomm Research
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LPViT: Low-Power Semi-structured Pruning for Vision Transformers
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Kaixin Xu,
Zhe Wang,
Chunyun Chen,
Xue Geng,
Jie Lin,
Xulei Yang,
Min Wu,
Xiaoli Li,
Weisi Lin
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European Conference on Computer Vision (ECCV) - (I²R Band 1) - 2024
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16 Sep 2024
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SERC
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Institute for Infocomm Research
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Q-instruct: Improving low-level visual abilities for multi-modality foundation models
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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
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IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - (I²R Band 1) - 2024
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14 Jun 2024
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SERC
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Institute for Infocomm Research
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From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
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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
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IEEE Transactions on Neural Networks and Learning Systems
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4 Feb 2024
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SERC
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Institute for Infocomm Research
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MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation
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Ziyuan Zhao,
Kaixin Xu,
Huai Zhe Yeo,
Xulei Yang,
Cuntai Guan
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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
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8 Oct 2023
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SERC
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Institute for Infocomm Research
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Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks
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Kaixin Xu,
Zhe Wang,
Xue Geng,
Min Wu,
Xiaoli Li,
Weisi Lin
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International Conference on Computer Vision (ICCV) 2023
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11 Sep 2023
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SERC
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Institute for Infocomm Research
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Metagrad: Adaptive Gradient Quantization with Hypernetworks
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Kaixin Xu,
Alina Hui Xiu Lee,
Ziyuan Zhao,
Zhe Wang,
Min Wu,
Weisi Lin
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2023 IEEE International Conference on Image Processing (ICIP)
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13 Oct 2022
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SERC
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Institute for Infocomm Research
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LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation
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Ziyuan Zhao,
Fangcheng Zhou,
Kaixin Xu,
Zeng Zeng,
Cuntai Guan,
S. Kevin Zhou
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IEEE Transactions on Medical Imaging
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8 Sep 2022
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SERC
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Institute for Infocomm Research
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Self-supervised Assisted Active Learning for Skin Lesion Segmentation
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Ziyuan Zhao,
Wenjing Lu,
Zeng Zeng,
Kaixin Xu,
Bharadwaj Veeravalli,
Cuntai Guan
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2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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