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Publication date Communities Collections Article title Author(s) Journal/Conference
19 Dec 2024 SERC Institute of High Performance Computing  Enhancing AI reliability: A foundation model with uncertainty estimation for optical coherence tomography-based retinal disease diagnosis (Pending publish) Yuanyuan Peng, Aidi Lin, Meng Wang, Tian Lin, Linna Liu, Jianhua Wu, Ke Zou, Tingkun Shi, Lixia Feng, Zhen Liang, Tao Li, Dan Liang, Shanshan Yu, Dawei Sun, Jing Luo, Ling Gao, Xinjian Chen, Binwei Huang, Chaoxin Zheng, Chuang Jin, Dezhi Zheng, Dingguo Huang, Dongjie Li, Guihua Zhang, Hanfu Wu, Honghe Xia, Hongjie Lin, Huiyu Liang, Jingsheng Yi, Jinqu Huang, Juntao Liu, Man Chen, Qin Zeng, Taiping Li, Weiqi Chen, Xia Huang, Xiaolin Chen, Xixuan Ke, Xulong Liao, Yifan Wang, Yin Huang, Yinglin Cheng, Yinling Zhang, Yongqun Xiong, Yuqiang Huang, Zhenggen Wu, Zijing Huang, Ching-Yu Cheng, Huazhu Fu, Haoyu Chen Cell Reports Medicine
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
30 Jul 2024 SERC Institute for Infocomm Research Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Ashish James, Chuan-Sheng Foo, Min Wu, Jie Lin 2024 IEEE Conference on Artificial Intelligence (CAI)
9 Jul 2024 SERC Institute for Infocomm Research Adaptive Masked Autoencoder Transformer for image classification Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng Applied Soft Computing
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
17 May 2024 SERC Institute for Infocomm Research Evolving filter criteria for randomly initialized network pruning in image classification Xiangru Chen, Chenjing Liu, Peng Hu, Jie Lin, Yunhong Gong, Yingke Chen, Dezhong Peng, Xue Geng Neurocomputing
15 Mar 2024 BMRC Genome Institute of Singapore Highly sensitive spatial transcriptomics using FISHnCHIPs of multiple co-expressed genes Xinrui Zhou, Wan Yi Seow, Norbert Ha, Teh How Cheng, Lingfan Jiang, Jeeranan Boonruangkan, Jolene Jie Lin Goh, Shyam Prabhakar, Nigel Chou, Kok Hao Chen Nature Communications
29 Dec 2023 SERC Institute for Infocomm Research Evolving masked low-rank transformer for long text understanding Chenjing Liu, Xiangru Chen, Jie Lin, Peng Hu, Junfeng Wang, Xue Geng Applied Soft Computing
16 Sep 2023 SERC Institute for Infocomm Research LCReg: Long-tailed image classification with Latent Categories based Recognition Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin Pattern Recognition
15 Feb 2023 SERC Institute of Sustainability for Chemicals, Energy and Environment Photocatalytic deconstructive aliphatic carbon–carbon bond cleavage and functionalization of unactivated alcohols Adisak Thanetchaiyakup, Kek Foo Chin, Miloš Ðokić, Philip Mark Leetiong Tan, Desmond Junjie Lin, Mitch Mathiew, Xin Zhao, Jerry Zhi Xiong Heng, Daryle Jun Xiong Toh, Xue-Wei Liu, Balamurugan Ramalingam, Han Sen Soo Chem Catalysis