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Publication date Communities Collections Article title Author(s) Journal/Conference
29 Nov 2022 SERC Institute for Infocomm Research Domain Generalization via Selective Consistency Regularization for Time Series Classification Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo 2022 26th International Conference on Pattern Recognition (ICPR)
16 Jul 2022 SERC Institute for Infocomm Research Few-Shot Adaptation of Pre-Trained Networks for Domain Shift Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
24 Feb 2022 SERC Institute for Infocomm Research Conditional Contrastive Domain Generalization for Fault Diagnosis Mohamed Ragab, Zhenghua Chen, Wenyu Zhang, Emadeldeen Eldele, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Instrumentation and Measurement
25 Oct 2021 SERC Institute for Infocomm Research Hybrid physics-based and data-driven modeling with calibrated uncertainty for lithium-ion battery degradation diagnosis and prognosis Jing Lin, Yu Zhang, Edwin Khoo NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
16 Aug 2021 BMRC Institute of Molecular and Cell Biology Chromatin interaction neural network (ChINN): a machine learning-based method for predicting chromatin interactions from DNA sequences Fan Cao, Yu Zhang, Yichao Cai, Sambhavi Animesh, Ying Zhang, Semih Can AKINCILAR, Yan Ping Loh, Xinya Li, Wee Joo Chng, Vinay Tergaonkar, Chee Keong Kwoh, Melissa J. Fullwood Genome Biology
13 May 2021 SERC Institute for Infocomm Research Robust Domain-Free Domain Generalization with Class-Aware Alignment Wenyu Zhang, Mohamed Ragab, Ramon Sagarna ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
13 May 2021 SERC Institute for Infocomm Research POLA: Online Time Series Prediction by Adaptive Learning Rates Wenyu Zhang ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
18 Mar 2021 SERC Institute for Infocomm Research SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection Yun Liu, Xin-Yu Zhang, Jia-Wang Bian, Le Zhang, Ming-Ming Cheng IEEE Transactions on Image Processing
15 Dec 2014 SERC Data Storage Institute Two-level Storage QoS to Manage Performance for Multiple Tenants with Multiple Workloads Shu Qin Ren, Shibin Cheng, Yu Zhang, En Sheng Lim, Khai Leong Yong Cloud Computing Technology and Science (CloudCom), 2014 IEEE 6th International Conference on