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Publication date Communities Collections Article title Author(s) Journal/Conference
23 Jul 2025 SERC Institute for Infocomm Research Target-specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life Prediction Yubo Hou, Mohamed Ragab, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Zhenghua Chen IEEE Transactions on Automation Science and Engineering
23 May 2025 SERC Institute for Infocomm Research Enhancing Sub-Optimal Trajectory Stitching: Spatial Composition RvS for Offline RL Sheng Zang, Zhiguang Cao, Bo An, Senthilnath Jayavelu, Xiaoli Li Proc. of the 24th International Conference on Autonomous Agents and Multiagent Systems(AAMAS2025)
14 May 2025 SERC Institute for Infocomm Research Intelligently Augmented Contrastive Tensor Factorization: Empowering multi-dimensional time series classification in low-data environments Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen Expert Systems with Applications
15 Apr 2025 SERC Institute for Infocomm Research Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models Aye Phyu Phyu Aung, Xinrun Wang, Ruiyu Wang, Hau Chan, Bo An, Xiaoli Li, Senthilnath Jayavelu IEEE Transactions on Image Processing
17 Mar 2025 SERC Institute for Infocomm Research Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation Yubo Hou, Mohamed Ragab, Yucheng Wang, Min Wu, Abdulla Alseiari, Chee-Keong Kwoh, Xiaoli Li, Zhenghua Chen IEEE Transactions on Instrumentation and Measurement
14 Jan 2025 SERC Institute for Infocomm Research Enhancing few-shot KB-VQA with panoramic image captions guided by Large Language Models Pengpeng Qiang, Hongye Tan, Xiaoli Li, Dian Wang, Ru Li, Xinyi Sun, Hu Zhang, Jiye Liang Neurocomputing
10 Dec 2024 SERC Institute for Infocomm Research Generative Semi-supervised Graph Anomaly Detection Hezhe Qiao, Qingsong Wen, Xiaoli Li, Ee-Peng Lim, Guansong Pang NeurIPs 2024
6 Dec 2024 SERC Institute for Infocomm Research Accelerating Bonding Overlay Error Optimization in Fine-Pitch Wafer-to-Wafer Hybrid Bonding through Machine Learning Ashish James, Nandini Venkataraman, Ji Hong Miao, Navab Singh, Xiaoli Li 26th IEEE Electronics Packaging Technology Conference (EPTC)
27 Nov 2024 SERC Institute for Infocomm Research Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs Liu Ran, Zhongzhou Liu, Xiaoli Li, Yuan Fang Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
27 Nov 2024 SERC Institute for Infocomm Research Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs Juncai Li, Ru Li, Xiaoli Li, Qinghua Chai, Jeff Z. Pan Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing