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Publication date Communities Collections Article title Author(s) Journal/Conference
2 Sep 2024 SERC Institute for Infocomm Research CLigOpt: controllable ligand design through target-specific optimization (Pending publish) 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 (Pending publish) Zhijian Huang, Ziyu Fan, Siyuan Shen, Min Wu, Lei Deng Bioinformatics
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)
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
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 (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li 41st International Conference on Machine Learning
12 Apr 2024 SERC Institute for Infocomm Research Optimized demodulation of highly overlapped fiber Bragg grating sensor networks using two-stage deep learning approach Pan Liu, Zhaowen Xu, Yixin Wang, Lianlian Jiang, Min Wu Optical Engineering
10 Apr 2024 SERC Institute for Infocomm Research Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun, Yun Liu, Henghui Ding, Min Wu, Luc Van Gool IEEE Transactions on Pattern Analysis and Machine Intelligence
25 Mar 2024 SERC Institute for Infocomm Research Graph-Aware Contrasting for Multivariate Time-Series Classification Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen Proceedings of the AAAI Conference on Artificial Intelligence
25 Mar 2024 SERC Institute for Infocomm Research Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen Proceedings of the AAAI Conference on Artificial Intelligence