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Publication date Communities Collections Article title Author(s) Journal/Conference
14 Nov 2024 SERC Institute for Infocomm Research Attention-based Deep Learning Model for Flight Delay Prediction using Real-time Trajectory Tanaya Chaudhuri, Sheng Zhang, Yicheng Zhang SESAR Innovation Days Conference 2024
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
2 Jul 2024 SERC Institute of Materials Research and Engineering Bimodal alteration of cognitive accuracy for spintronic artificial neural networks Anuj Kumar, Debasis Das, Dennis J. X. Lin, Lisen Huang, Sherry L. K. Yap, Hang Khume Tan, Royston J. J. Lim, Hui Ru Tan, Yeow Teck Toh, Sze Ter Lim, Xuanyao Fong, Pin Ho Nanoscale Horizons
25 May 2024 SERC Institute for Infocomm Research AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction Kethmi Hettige, Jiahao Ji, Shili Xiang, Cheng Long, Gao Cong, Jingyuan Wang International Conference on Learning Representations
28 Mar 2024 SERC Institute for Infocomm Research Training neural networks with classification rules for incorporating domain knowledge Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo Knowledge-Based Systems
28 Nov 2023 SERC Institute for Infocomm Research Aircraft Landing Time Prediction with Deep Learning on Trajectory Images Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin Sesar Innovation Days
6 Sep 2023 SERC Institute for Infocomm Research Towards Communication-efficient Digital Twin via AI-powered Transmission and Reconstruction Mi Li, Cen Chen, Xulei Yang, Joey Tianyi Zhou, Tao Zhang, Yangfan Li IEEE Journal on Selected Areas in Communications
20 Aug 2023 SERC Institute for Infocomm Research Distilling knowledge from Gaussian process teacher to neural network student Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen INTERSPEECH
31 May 2023 SERC Institute for Infocomm Research Adaptive-saturated RNN: Remember more with less instability Khoi Minh Nguyen-Duy, Quang Pham, Binh Nguyen International Conference on Learning Representations
11 Jan 2023 SERC Institute of High Performance Computing  Coarse-to-Fine Contrastive Learning on Graphs Peiyao Zhao, Yuangang Pan, Xin Li, Xu Chen, Ivor W. Tsang, Lejian Liao IEEE Transactions on Neural Networks and Learning Systems