📰 03 papers are accepted at The 25th Asia-Pacific Network Operations and Management Symposium (Rank C - CORE), Kaohsiung, Taiwan.

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I’m thrilled to announce that three of our papers have been accepted to the 25th Asia-Pacific Network Operations and Management Symposium (APNOMS 2025) in Kaohsiung, Taiwan:

1. CemoBAM: Advancing Multimodal Emotion Recognition Through Heterogeneous Graph Networks and Cross-Modal Attention Mechanisms – A dual-stream multimodal emotion recognition framework integrating a Heterogeneous Graph Attention Network and Cross-modal CBAM, achieving state-of-the-art results on IEMOCAP and ESD.
   Authors: Nhut Minh Nguyen, Le Thu Thuy, Trung Thanh Nguyen, Duc Tai Phan (FPT University, Vietnam); Tran Anh Khoa (Modeling Evolutionary Algorithms Simulation & AI, Vietnam); Duc Ngoc Minh Dang (FPT University, Ho Chi Minh, Vietnam)

2. ALMUS: Enhancing Active Learning for Object Detection with Metric-Based Uncertainty Sampling – An active learning strategy for object detection using metric-based uncertainty and dynamic budget allocation, outperforming baselines on PASCAL VOC datasets.
   Authors: Duc Tai Phan, Nhut Minh Nguyen, Khang Phuc Nguyen, Tri Pham (FPT University, Vietnam); Duc Ngoc Minh Dang (FPT University, Ho Chi Minh, Vietnam)

3. YOLO-Powered Traffic Sign Detection and OpenStreetMap Integration for Intelligent Navigation – A YOLO-based Vietnamese traffic sign detection system integrated with OpenStreetMap for real-time mapping and navigation alerts.
   Authors: Duc Hieu Hoang (OneKiwi Technology Co. Ltd., Vietnam); Thuan Nguyen (Tel4VN, Vietnam); Huy Tran (Ton Duc Thang University, Vietnam); Trung Thanh Nguyen, Nhut Minh Nguyen (FPT University, Vietnam); Duc Ngoc Minh Dang (FPT University, Ho Chi Minh, Vietnam)

Looking forward to sharing more details at the symposium!