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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
6 Dec 2022
SERC
Institute for Infocomm Research
On Representation Knowledge Distillation for Graph Neural Networks
Chaitanya K. Joshi,
Fayao Liu,
Xun Xu,
Jie Lin,
Chuan-Sheng Foo
IEEE Transactions on Neural Networks and Learning Systems
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