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30 Jul 2024
SERC
Institute for Infocomm Research
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning
(Pending publish)
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
29 May 2024
BMRC
Institute of Molecular and Cell Biology
PRL1 and PRL3 promote macropinocytosis via its lipid phosphatase activity
(Pending publish)
Zu Ye,
Chee Ping Ng,
Haidong Liu,
Qimei Bao,
Shengfeng Xu,
Dan Zu,
Yanhua He,
Yixing Huang,
Abdul Qader Omer Al-aidaroos,
Ke Guo,
Jie Li,
Lai Ping Yaw,
Qiancheng Xiong,
Min Thura,
Weihui Zheng,
Fenghui Guan,
Xiangdong Cheng,
Yin Shi,
Qi Zeng
Theranostics
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
9 Feb 2024
BMRC
Singapore Institute of Food and Biotechnology Innovation
Comparison of soluble dietary fibers from various quinoa microgreens: Structural characteristics and bioactive properties
Ding-Tao Wu,
Jie Li,
Jin Wang,
Jing Lei,
Ren-You Gan,
Peiyou Qin,
Yi-Chen Hu,
Xiao-Yong Wu,
Liang Zou
Food Research International
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
17 Dec 2023
BMRC
Singapore Institute of Food and Biotechnology Innovation
Efficient extraction of pectic polysaccharides from thinned unripe kiwifruits by deep eutectic solvent-based methods: Chemical structures and bioactivities
Ding-Tao Wu,
Jin-Lei Geng,
Jie Li,
Wen Deng,
Yao Zhang,
Yi-Chen Hu,
Liang Zou,
Yu Xia,
Qi-Guo Zhuang,
Hong-Yan Liu,
Ren-You Gan
Food Chemistry: X
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
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