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2 Sep 2024
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SERC
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Institute for Infocomm Research
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CLigOpt: controllable ligand design through target-specific optimization (Pending publish)
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Yutong Li,
Pedro Henrique da Costa Avelar,
Xinyue Chen,
Li Zhang,
Min Wu,
Sophia Tsoka
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Bioinformatics
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2 Sep 2024
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SERC
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Institute for Infocomm Research
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MolMVC: Enhancing molecular representations for drug-related tasks through multi-view contrastive learning (Pending publish)
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Zhijian Huang,
Ziyu Fan,
Siyuan Shen,
Min Wu,
Lei Deng
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Bioinformatics
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30 Jul 2024
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SERC
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Institute for Infocomm Research
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Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning (Pending publish)
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Manas Gupta,
Efe Camci,
Vishandi Rudy Keneta,
Abhishek Vaidyanathan,
Ritwik Kanodia,
Ashish James,
Chuan-Sheng Foo,
Min Wu,
Jie Lin
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2024 IEEE Conference on Artificial Intelligence (CAI)
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14 Jun 2024
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SERC
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Institute for Infocomm Research
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From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
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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
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IEEE Transactions on Neural Networks and Learning Systems
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7 May 2024
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SERC
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Institute for Infocomm Research
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Reinforced Reweighting for Self-supervised Partial Domain Adaptation
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Keyu Wu,
Shengkai Chen,
Min Wu,
Shili Xiang,
Ruibing Jin,
Yuecong Xu,
Xiaoli Li,
Zhenghua Chen
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IEEE Transactions on Artificial Intelligence
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2 May 2024
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SERC
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Institute for Infocomm Research
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TSLANet: Rethinking Transformers for Time Series Representation Learning (Pending publish)
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Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Xiaoli Li
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41st International Conference on Machine Learning
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12 Apr 2024
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SERC
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Institute for Infocomm Research
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Optimized demodulation of highly overlapped fiber Bragg grating sensor networks using two-stage deep learning approach
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Pan Liu,
Zhaowen Xu,
Yixin Wang,
Lianlian Jiang,
Min Wu
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Optical Engineering
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10 Apr 2024
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SERC
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Institute for Infocomm Research
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Learning Local and Global Temporal Contexts for Video Semantic Segmentation
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Guolei Sun,
Yun Liu,
Henghui Ding,
Min Wu,
Luc Van Gool
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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25 Mar 2024
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SERC
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Institute for Infocomm Research
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Graph-Aware Contrasting for Multivariate Time-Series Classification
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Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Min Wu,
Xiaoli Li,
Lihua Xie,
Zhenghua Chen
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Proceedings of the AAAI Conference on Artificial Intelligence
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25 Mar 2024
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SERC
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Institute for Infocomm Research
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Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
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Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Min Wu,
Xiaoli Li,
Lihua Xie,
Zhenghua Chen
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Proceedings of the AAAI Conference on Artificial Intelligence
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