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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Aug 2022 SERC Institute for Infocomm Research ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Emerging Topics in Computational Intelligence
3 Aug 2022 SERC Institute for Infocomm Research Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction Ruibing Jin, Min Wu, Keyu Wu, Kaizhou Gao, Zhenghua Chen, Xiaoli Li IEEE/CAA Journal of Automatica Sinica
18 Jul 2022 SERC Institute for Infocomm Research PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search Wenda Sheng, Hongliang Guo, Wei-Yun Yau, Yingjie Zhou IEEE Robotics and Automation Letters
30 Jun 2022 SERC Institute for Infocomm Research Memorizing Structure-Texture Correspondence for Image Anomaly Detection (Pending publish) Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao IEEE Transactions on Neural Networks and Learning Systems
23 Jun 2022 SERC Institute for Infocomm Research Self-Supervised Autoregressive Domain Adaptation for Time Series Data (Pending publish) Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
11 May 2022 SERC Institute of Materials Research and Engineering Theory-guided experimental design in battery materials research Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh Science Advances
21 Apr 2022 SERC Institute for Infocomm Research Significance of activation functions in developing an online classifier for semiconductor defect detection Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath Knowledge-Based Systems
18 Apr 2022 SERC Institute for Infocomm Research Entropy guided attention network for weakly-supervised action localization Yi Cheng, Ying Sun, Hehe Fan, Tao Zhuo, Joo-Hwee Lim, Mohan Kankanhalli Pattern Recognition
11 Apr 2022 SERC Institute for Infocomm Research Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive features Dongyun Lin, Yiqun Li, Yi Cheng, Shitala Prasad, Tin Lay Nwe, Sheng Dong, Aiyuan Guo Knowledge-Based Systems
14 Mar 2022 SERC Institute of Materials Research and Engineering Autonomous high-throughput computations in catalysis Stephan N. Steinmann, Angga Hermawan, Mohammed Bin Jassar, Zhi Wei Seh Chem Catalysis
18 Feb 2022 SERC Institute of High Performance Computing Filter Pruning by Switching to Neighboring CNNs With Good Attributes Yang He, Ping Liu, Linchao Zhu, Yi Yang IEEE Transactions on Neural Networks and Learning Systems
8 Feb 2022 SERC Institute for Infocomm Research Hierarchical Point Cloud Encoding and Decoding With Lightweight Self-Attention Based Model En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing IEEE Robotics and Automation Letters
31 Jan 2022 SERC Institute for Infocomm Research A configurable deep learning framework for medical image analysis Jianguo Chen, Nan Yang, Mimi Zhou, Zhaolei Zhang, Xulei Yang Neural Computing and Applications
21 Jan 2022 SERC Institute for Infocomm Research A Survey of Embodied AI: From Simulators to Research Tasks Jiafei Duan, Samson Yu, Hui Li Tan, Hongyuan Zhu, Cheston Tan IEEE Transactions on Emerging Topics in Computational Intelligence
19 Jan 2022 SERC Institute for Infocomm Research Planning Sequential Interventions to tackle Depression in Large Uncertain Social Networks using Deep Reinforcement Learning Aye Phyu Phyu Aung, Senthilnath Jayavelu, Xiaoli Li, Bo An Neurocomputing
4 Jan 2022 SERC Institute for Infocomm Research Depth and Video Segmentation Based Visual Attention for Embodied Question Answering Haonan Luo, Guosheng Lin, Yazhou Yao, Fayao Liu, Zichuan Liu, Zhenming Tang IEEE Transactions on Pattern Analysis and Machine Intelligence
31 Dec 2021 SERC Institute for Infocomm Research The Role of Global Labels in Few-Shot Classification and How to Infer Them Ruohan Wang, Massimiliano Pontil, Carlo Ciliberto 35th Conference on Neural Information Processing Systems (NeurIPS 2021)
23 Nov 2021 SERC Institute for Infocomm Research Feature selection and domain adaptation for cross-machine product quality prediction Yu Wang, Wei Cui, Nhu Khue Vuong, Zhenghua Chen, Yu Zhou, Min Wu Journal of Intelligent Manufacturing
23 Nov 2021 SERC Institute for Infocomm Research Online Active Proposal Set Generation for weakly supervised object detection Ruibing Jin, Guosheng Lin, Changyun Wen Knowledge-Based Systems
4 Nov 2021 SERC Institute of High Performance Computing Graph-based few-shot learning with transformed feature propagation and optimal class allocation Ruiheng Zhang, Shuo Yang, Qi Zhang, Lixin Xu, Yang He, Fan Zhang Neurocomputing
2 Nov 2021 SERC Institute for Infocomm Research Classify and generate: Using classification latent space representations for image generations Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi Neurocomputing
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
15 Oct 2021 SERC Institute for Infocomm Research Dynamic Multi-Bus Dispatching Strategy With Boarding and Holding Control for Passenger Delay Alleviation and Schedule Reliability: A Combined Dispatching-Operation System Yi Zhang, Rong Su, Yicheng Zhang, Bohui Wang IEEE Transactions on Intelligent Transportation Systems
22 Sep 2021 SERC Institute for Infocomm Research Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems Using Multi-objective Reinforcement Learning Jianguo Chen, Kenli Li, Keqin Li, Philip S. Yu, Zeng Zeng ACM Transactions on Cyber-Physical Systems
20 Sep 2021 SERC Institute for Infocomm Research Feature flow: In-network feature flow estimation for video object detection Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu Pattern Recognition
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction (Pending publish) Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
1 Sep 2021 SERC Institute for Infocomm Research Frame-based Multi-level Semantics Representation for text matching Shaoru Guo, Yong Guan, Ru Li, Xiaoli Li, Hongye Tan Knowledge-Based Systems
30 Jun 2021 SERC Institute for Infocomm Research CAM-guided Multi-Path Decoding U-Net with Triplet Feature Regularization for Defect Detection and Segmentation Dongyun Lin, Yiqun Li, Shitala Prasad, Tin Lay Nwe, Sheng Dong, Zaw Min Oo Knowledge-Based Systems
18 Jun 2021 SERC Institute for Infocomm Research Unsupervised Scale-Consistent Depth Learning from Video Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid International Journal of Computer Vision
23 Feb 2021 SERC Institute of High Performance Computing Natural Language Video Localization: A Revisit in Span-based Question Answering Framework Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh IEEE Transactions on Pattern Analysis and Machine Intelligence
3 Feb 2021 SERC Institute for Infocomm Research Locality-Aware Crowd Counting Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence
3 Feb 2021 SERC Institute for Infocomm Research, Institute of High Performance Computing Locality-Aware Crowd Counting Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence
19 Dec 2020 SERC Institute for Infocomm Research Intelligent Mobility for Minimizing the Impact of Traffic Incidents on Transportation Networks Banishree Ghosh Augmented Intelligence Toward Smart Vehicular Applications
9 Oct 2020 BMRC Singapore Institute of Food and Biotechnology Innovation Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering Mohamed Helmy, Derek Smith, Kumar Selvarajoo Metabolic Engineering Communications
15 Jul 2020 SERC Institute for Infocomm Research Adversarial Multiple-Target Domain Adaptation for Fault Classification Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li IEEE Transactions on Instrumentation and Measurement
25 Jun 2020 SERC Institute of High Performance Computing Prediction of electromagnetic field patterns of optical waveguide using neural network Gandhi Alagappan, Ching Eng Png Neural Computing and Applications
15 Jun 2020 SERC Institute for Infocomm Research Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning Parker Tian Siyu Isaac, Liu Zhe, Chellappan Vijila, Lim Yee-Fun, Ren Zekun, Oviedo Felipe, Teo B. Heng, Thapa Janak, Dutta Rajdeep, MacLeod Benjamin P, Parlane Fraser G. L., Senthilnath J., Berlinguette Curtis P., Buonassisi Tonio Proceedings of the 47th IEEE Photovoltaic Specialists Conference (PVSC'20), 2020
27 Feb 2020 BMRC Institute of Molecular and Cell Biology Regulation of Thermogenic Adipocyte Differentiation and Adaptive Thermogenesis Through Histone Acetylation Belinda X. Ong, Reinhard Brunmeir, Qiongyi Zhang, Xu Peng, Muhammad Idris, Chungang Liu, Feng Xu Frontiers in Endocrinology
11 Dec 2019 SERC Institute for Infocomm Research A Hybrid Traffic Light Control Strategy Based on Branching Ratio Estimation and Congestion Identification Yicheng Zhang, Qixing Chen, Rong Su, Yi Zhang, Chunyang Sun IEEE 58th Conference on Decision and Control
3 Dec 2019 BMRC p53 Laboratory Transmembrane signaling on a protocell: creation of receptor-enzyme chimeras for immunodetection of specific antibodies and antigens Jiulong Su, Tetsuya Kitaguchi, Yuki Ohmuro-Matsuyama, Theresa Seah, Farid J. Ghadessy, Shawn Hoon, Hiroshi Ueda Scientific Reports
22 Nov 2019 SERC Institute for Infocomm Research Using Visual Intelligence to Automate Maintenance Task Guidance and Monitoring on a Head-mounted Display Lai Xing Ng, Jamie Suat Ling Ng, Keith Tien Wei Tang, Liyuan Li, Mark David Rice, Marcus Teck Sun Wan 2019 5th International Conference on Robotics and Artificial Intelligence
22 Nov 2019 BMRC Singapore Institute for Clinical Sciences Effects of Transglutaminase on the Protein Network and In Vitro Starch Digestibility of Asian Wheat Noodles May Sui Mei Wee, Christiani Jeyamkumar Henry Foods
26 Jul 2019 SERC Institute for Infocomm Research Data-Driven Next Destination Prediction and ETA Improvement for Urban Delivery Fleets Bing Zhao, Yon Shin Teo, Wee Siong Ng, Hai Heng Ng IET Intelligent Transport Systems
23 May 2019 BMRC Experimental Drug Development Centre Discovery of Irreversible Inhibitors Targeting Histone Methyltrans-ferase, SMYD3 Chuhui Huang, Si Si Liew, Grace R Lin, Anders Poulsen, Melgious J. Y. Ang, Brian C. S. Chia, Sin Yin Chew, Zekui Perlyn Kwek, John L. K. Wee, Esther H. Ong, Priya Retna, Nithya Baburajendran, Rong Li, Weixuan Yu, Xiaoying Koh-Stenta, Anna Ngo, Sravanthy Manesh, Justina Fulwood, Zhiyuan Ke, Hwa Hwa Chung, Sugunavathi Sepramaniam, Xin Hui Chew, Nurul Dinie, Yun Shan Chew, May Ann Lee, Choon Bing Low, Vishal Pendharkar, Vithya Manoharan, Susmitha Vuddagiri, Kanda Sangthongpitag, Joma Joy, Alex Matter, Jeffrey Hill, Thomas Keller, Klement Foo ACS Medicinal Chemistry Letters
17 May 2019 BMRC Singapore Institute for Clinical Sciences In-utero epigenetic factors are associated with early-onset myopia in young children Wei Jie Seow, Cheryl S. Ngo, Hong Pan, Veluchamy Amutha Barathi, Stuart W. Tompson, Kristina N. Whisenhunt, Eranga Vithana, Yap-Seng Chong, Suh-Hang H. Juo, Pirro Hysi, Terri L. Young, Neerja Karnani, Seang Mei. Saw PLoS One
6 May 2019 BMRC Singapore Bioimaging Consortium Imaging adipose tissue browning using the TSPO-18kDa tracer [18F]FEPPA S. V. Hartimath, S. Khanapur, R. Boominathan, L. Jiang, P. Cheng, F. F. Yong, P. W. Tan, E. G. Robins, J. L. Goggi Molecular Metabolism
14 Apr 2019 BMRC Bioinformatics Institute Role of the IgE variable heavy chain in FcεRIα and superantigen binding in allergy and immunotherapy Wai-Heng Lua, Chinh Tran-To Su, Joshua Yi Yeo, Jun-Jie Poh, Wei-Li Ling, Ser-Xian Phu, Samuel Ken-En Gan Journal of Allergy and Clinical Immunology
11 Feb 2019 BMRC Singapore Institute for Clinical Sciences Analysis of two birth tissues provides new insights into the epigenetic landscape of neonates born preterm Yonghui Wu, Xinyi Lin, Ives Yubin Lim, Li Chen, Ai Ling Teh, Julia L. MacIsaac, Kok Hian Tan, Michael S. Kobor, Yap Seng Chong, Peter D. Gluckman, Neerja Karnani Clinical Epigenetics
3 Jan 2019 SERC Institute for Infocomm Research Multiview discriminative marginal metric learning for makeup face verification Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo, Ling Shao Neurocomputing