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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
10 Sep 2024
SERC
Institute for Infocomm Research
Democratizing Federated WiFi-based Human Activity Recognition Using Hypothesis Transfer
Bing Li,
Wei Cui,
Le Zhang,
Qi Yang,
Min Wu,
Joey Tianyi Zhou
IEEE Transactions on Mobile Computing
2 Sep 2024
SERC
Institute for Infocomm Research
CLigOpt: controllable ligand design through target-specific optimization
Yutong Li,
Pedro Henrique da Costa Avelar,
Xinyue Chen,
Li Zhang,
Min Wu,
Sophia Tsoka
Bioinformatics
2 Sep 2024
SERC
Institute for Infocomm Research
MolMVC: Enhancing molecular representations for drug-related tasks through multi-view contrastive learning
Zhijian Huang,
Ziyu Fan,
Siyuan Shen,
Min Wu,
Lei Deng
Bioinformatics
16 Aug 2024
SERC
Institute for Infocomm Research
SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation
Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Min Wu,
Xiaoli Li,
Lihua Xie,
Zhenghua Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence
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)
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
31 May 2024
SERC
Institute for Infocomm Research
WiCAU: Comprehensive Partial Adaptation With Uncertainty-Aware for WiFi-Based Cross-Environment Activity Recognition
Wei Cui,
Keyu Wu,
Min Wu,
Xiaoli Li,
Zhenghua Chen
IEEE Transactions on Instrumentation and Measurement
7 May 2024
SERC
Institute for Infocomm Research
Reinforced Reweighting for Self-supervised Partial Domain Adaptation
Keyu Wu,
Shengkai Chen,
Min Wu,
Shili Xiang,
Ruibing Jin,
Yuecong Xu,
Xiaoli Li,
Zhenghua Chen
IEEE Transactions on Artificial Intelligence
2 May 2024
SERC
Institute for Infocomm Research
TSLANet: Rethinking Transformers for Time Series Representation Learning
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Xiaoli Li
41st International Conference on Machine Learning
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