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Publication date Communities Collections Article title Author(s) Journal/Conference
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
28 Oct 2024 SERC Institute for Infocomm Research On-the-fly Point Feature Representation for Point Clouds Analysis (Pending publish) Jiangyi Wang, Zhongyao Cheng, Na Zhao, Jun Cheng, Xulei Yang Proceedings of the 32nd ACM International Conference on Multimedia
5 Oct 2024 SERC Institute for Infocomm Research Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation Xiaofeng Yang, Yiwen Chen, Cheng Chen, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin European Conference on Computer Vision (ECCV) 2024
3 Oct 2024 SERC Institute for Infocomm Research Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from Non-contrast Cardiac Magnetic Resonance Yige Yan, Jun Cheng, Xulei Yang, Zaiwang Gu, Shuang Leng, Ru San Tan, Liang Zhong, Jagath C. Rajapakse Lecture Notes in Computer Science
19 Jul 2024 SERC Institute for Infocomm Research Hybrid Model Design For Protein Function Prediction Shenghao Zhao, Xiaoyu Zhang, Ziyuan Zhao, Peisheng Qian, Weide Liu, Zeng Zeng, Bharadwaj Veeravalli, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Wai Leong Tam, Xulei Yang International Conference of the IEEE Engineering in Medicine and Biology Society
26 Jun 2024 SERC Institute for Infocomm Research A Unified and Adaptive Continual Learning Method for Feature Segmentation of Buried Packages in 3D XRM Images Richard Chang, Wang Jie, Namrata Thakur, Ziyuan Zhao, Ramanpreet Singh Pahwa, Xulei Yang 2024 IEEE 74th Electronic Components and Technology Conference (ECTC)
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
22 Jan 2024 SERC Institute for Infocomm Research Deep learning based CETSA feature prediction cross multiple cell lines with latent space representation Shenghao Zhao, Xulei Yang, Zeng Zeng, Peisheng Qian, Ziyuan Zhao, Lingyun Dai, Nayana Prabhu, Pär Nordlund, Wai Leong Tam Scientific Reports
8 Nov 2023 SERC Institute for Infocomm Research Deep Learning for 3D Vision (Pending publish) Xiaoli Li, Xulei Yang, Hao Su Algorithms and Applications