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Publication date Communities Collections Article title Author(s) Journal/Conference
25 May 2026 SERC Institute for Infocomm Research Consistency-based Semi-supervised Evidential Active Learning Framework for Robust Classification of Radiology Images Shafa Balaram, Manh Cuong Nguyen, Yang Yu, Ivan Ho Mien, Huijuan Yang, Navya Sindhu Vanjavaka, Nurul Hafidzah Rahim, Alistair Giap Chuan Koh, Shaheen Low, Ashish Jith Sreejith Kumar, Feri Guretno, Yih Yian Sitoh, Ashraf Kassim, Pavitra Krishnaswamy IEEE Journal of Biomedical and Health Informatics
26 Jan 2026 SERC Institute for Infocomm Research Latent-RQ: Enhancing Speech Pre-training with Latent Representations and Random Quantization Muhammad Huzaifah, Hardik Sailor, Jeremy Wong, Nancy Chen, Ai Ti Aw Proceedings of the AAAI 2026 Workshop on Audio-Centric AI: Towards Real-World Multimodal Reasoning and Application Use Cases (Audio-AAAI)
20 Jan 2026 SERC Institute of High Performance Computing  HPoolGCL: Augmentation‐Free Cross‐Granularity Graph Contrastive Learning With Hierarchical Pooling Fenglin Cen, Shijie Liu, Quan Feng, Tiantian He, Ji Xu CAAI Transactions on Intelligence Technology
13 Sep 2025 SERC Institute for Infocomm Research Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning (Pending publish) Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Geng, Hongyuan Zhu Transactions on Machine Learning Research
17 Dec 2024 SERC Institute for Infocomm Research Unsupervised 3D Lung Segmentation by Leveraging 2D Segment Anything Model Tianrui Liu, Qiyue Wei, Jianguo Chen, Weide Liu, Weimin Huang, Ruchir Srivastava, Zhongyao Cheng, Zeng Zeng, Bharadwaj Veeravalli, Xulei Yang 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
5 Dec 2024 SERC Institute for Infocomm Research Audio–Visual Segmentation based on robust principal component analysis Shun Fang, Qile Zhu, Qi Wu, Shiqian Wu, Shoulie Xie Expert Systems with Applications
7 Oct 2024 SERC Institute for Infocomm Research U-TELL: Unsupervised Task Expert Lifelong Learning Indu Solomon, Aye Phyu Phy Aung, Uttam Kumar, Senthilnath Jayavelu International Conference on Image Processing
16 Sep 2024 SERC Institute for Infocomm Research Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias Wenyu Zhang, Qingmu Liu, Felix Ong, Mohamed Ragab, Chuan-Sheng Foo 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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
30 Jul 2024 SERC Institute for Infocomm Research Unsupervised Latent Regression through Information Maximization - Contrastive Regularized GAN Vicky Sintunata, Siying Liu, Dinh Nguyen Van, Zhao Yong Lim, Ryan Lee Zhikuan, Yue Wang, Jack Ho Jun Feng, Karianto Leman 2024 IEEE Conference on Artificial Intelligence (CAI)