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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Aug 2023 SERC Institute for Infocomm Research Learned Index Benefits: Machine Learning Based Index Performance Estimation Xiaoli Li Learned Index Benefits: Machine Learning Based Index Performance Estimation
28 Aug 2023 SERC Institute for Infocomm Research Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Pattern Analysis and Machine Intelligence
12 Aug 2023 SERC Institute for Infocomm Research CMMS-GCL: cross-modality metabolic stability prediction with graph contrastive learning Bing-Xue Du, Yahui Long, Xiaoli Li, Min Wu, Jian-Yu Shi Bioinformatics
11 Aug 2023 SERC Institute for Infocomm Research A divide and conquer framework for Knowledge Editing (Pending publish) Xiaoqi Han, Ru Li, Xiaoli Li, Jeff Z. Pan Knowledge-Based Systems
11 Aug 2023 SERC Institute for Infocomm Research SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction (Pending publish) Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Wai Leong Tam, Xiaoli Li Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
11 Aug 2023 SERC Institute for Infocomm Research Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
4 Aug 2023 SERC Institute for Infocomm Research Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
10 Jul 2023 SERC Institute for Infocomm Research Contrastive Domain Adaptation for Time-Series Via Temporal Mixup Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Artificial Intelligence
10 Jul 2023 SERC Institute for Infocomm Research MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction Xiaoli Li Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
17 May 2023 SERC Institute for Infocomm Research A Federated Learning-Based Industrial Health Prognostics for Heterogeneous Edge Devices Using Matched Feature Extraction Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen IEEE Transactions on Automation Science and Engineering