Best Paper Award

Using Topic Detection to Analyze Student Reflections in Service-Learning: A Text Mining Method for Understanding Learning Gains
Yuanyuan Wang, Grace Ngai, Hong Va Leong, Chi Fai Stephen Chan, and Eugene Yujun Fu

Best Paper Runner-Up Award

Temporal Inference of Psychosocial States from Digital Biomarkers for Just-In-Time Adaptive Interventions
Aishah Shah and Vladimir Tomberg

Best Student Paper Award

Optimizing Urban Commercial Landscapes with POI Strategic Group Analysis: A Meta-Learning Hypergraph Approach
Jiaqi Jiang, Xin Lin, Jiahui Jin, Siyuan Huang, Haoyu Chen, and Xigang Sun

Best Student Paper Runner-Up Award

How Warnings of Product Drawbacks Affect Online Shopping Decisions
Elaheh Jafari and Julita Vassileva

Best Interdisciplinary Paper Award

How Do LLMs Generate Emotional Metaphors? A Vector-Based Cognitive Investigation
Anna Mao, Wenqing Zhang, Kai Mao, Kaiping Peng, Honghong Bai, and Song Tong

Best Special Session Paper Award

Early Detection of Multimodal Hot-Topic Misinformation in User-Generated Content
Zheng He, Jiawei Li, Zhonghong Ou, Meina Song, Qika Lin, Kaize Shi, and Yifan Zhu

Best Special Session Paper Runner-Up Award

Interpretable Recommendation via Semantic and Syntactic Knowledge Enhanced Aspect-based Sentiment Analysis
Yiming Wu, Tangwei Ye, Liang Hu, Qi Zhang, Mana Zhang, Mingzhu Zhou, and Siyi Ma

Best Paper in Special Session "Human-AI Interaction in Educational Settings: Disciplinary Characteristics, Interaction Processes, and Learning Performance"

Theory-Informed vs. Example-Driven Prompting for LLM-Based Qualitative Data Coding in Educational Research
Guang Chen, Wangda Zhu, Yin Nicole Yang, Daner Sun, and Zhiyuan Wen

Best Paper in Special Session "Knowledge-Driven AI Applications in Healthcare, Mobility, and Social Systems"

Analysis of Tongue Image Data Augmentation and Classification Methods Based on Multi-Attribute Features
Entao Chen, Runhe Huang, Chunyu Tu, Zhiyong Yu, and Kaixin Du

Best Paper in Special Session "LLM-Driven Molecular Modeling and Drug Interaction Analysis in Behavioural and Social Computing"

EquiMapLE: High-Fidelity and High-Throughput Molecular Analogue Screening with Equivariant Fingerprints and Learned Fusion
Xinyu Lu, Lingge Gao, Yuhao Zhang, Weiguang Qu, Peirong Ma, Yafei Li, He Huang, and Yanhui Gu

Best Demo Paper Award

An Automated Extraction System for Material Chemistry Experimental Protocols
Fan Yang, Feiyang Xu, Huadong Liang, Xianghui Fan, Linjiang Chen, Kun Zhang, Xin Li, Le Wu, and Shijin Wang

Best Demo Paper Runner-Up Award

Adaptive Cooperative Perception Task Scheduling for Vehicle Platoons via PPO-Based Deep Reinforcement Learning
Fenghui Zhang, Jiaxin Ma, Ao Zhou, Yu Zong, Qiu Xu, and Huaqiang Xi

AI as Game Designer: Achieving Optimal Level Balance through LLM-based System
Yiwei Huang, Shiwei Zhao, Runze Wu, Jiale Wei, Zhipeng Hu, Ping Wang, Tangjie Lv, Le Li, and Changjie Fan

Best Workshop Paper Award

Collegial Panel Mechanism Legal Judgement Prediction Via Majority Voting and Rationale Generation
Chaoyu Wei, Tenan Wu, Juan Xu, Kun Zeng, and Tianyong Hao

Best Reviewer Award

Haoran Yang, Central South University, China
Xin Yang, Southwestern University of Finance and Economics, China
Yao Wan, Huazhong University of Science and Technology, China
Zhiyuan Wen, The Hong Kong Polytechnic University, Hong Kong SAR
Zubair Shah, Hamad Bin Khalifa University, Qatar

Outstanding Service Award

Shiqing Wu, City University of Macau, Macau SAR
Yu Yang, The Education University of Hong Kong, Hong Kong SAR

Best Volunteer Award

Shanshan Chen, The Education University of Hong Kong, Hong Kong SAR