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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
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