ADMA2025 Awards

1. Best Paper Award

  • Title: "LegalDuet: Dual-View Contrastive Learning for Legal Judgment Prediction"
  • Authors:
    • Buqiang Xu (Northeastern University)
    • Xin Dai (Northeastern University)
    • Zhenghao Liu* (Northeastern University)
    • Huiyuan Xie (Tsinghua University)
    • Xiaoyuan Yi (Microsoft Research Asia)
    • Shuo Wang (Tsinghua University)
    • Yukun Yan (Tsinghua University)
    • Liner Yang (Beijing Language and Culture University)
    • Yu Gu (Northeastern University)
    • Ge Yu (Northeastern University)

2. Best Paper Runner-up Award

  • Title: "TriLinear: Time Series Anomaly Detection Using Tricube Smoothing Decomposition and a Linear Forecasting Model"
  • Authors:
    • Thanapol Phungtua-eng* (Rajamangala University of Technology Tawan-ok)
    • Noriaki Arima (Nihon University)
    • Yoshitaka Yamamoto (Shizuoka University)

3. Best Student Paper Award

  • Title: "MUSE: Multi-interest Framework Using Self-attentive Election for Sequential Recommendation"
  • Authors:
    • Rintaro Hirosawa (Kyoto Institute of Technology)
    • Qiang Ma (Kyoto Institute of Technology)

4. Best Short Paper Award

  • Title: "TraffiX-MoE: A Traffic-Aware Neural VRP Solver"
  • Authors:
    • WENHAO LIANG* (The University of Adelaide)
    • Lin Yue (The University of Adelaide)
    • Wei Emma Zhang (The University of Adelaide)
    • Joy Rathjen (SA Pathology)
    • Peter Oloughlin (SA Pathology)
    • Weitong Chen ( The University of Adelaide)

5. Best Industry Paper Award

  • Title: "Medical Clinic Revenue Prediction Using Latent Feature Extraction from Satellite Imagery with Large Multimodal Models"
  • Authors:
    • Shuntaro Masuda* (The University of Tokyo)
    • Fumiya Matsuno (MD Inc.)
    • Itsuki Hirai (MD Inc.)
    • Koji Muta (MD Inc.)
    • Toshihiko Yamasaki (The University of Tokyo)

6. Best Special Session Paper Award

  • Title: "RPGCN: Relational Probabilistic Graphs for EEG-based Emotion Mining"
  • Authors:
    • Xinliang Zhou
    • Jianheng Zhou
    • Jiaping Xiao
    • Yingwei Zhang
    • Xiaoshuai Hao
    • Jing Wang
    • Badong Chen
    • Qingsong Wen

7. Best Special Session Paper Award

  • Title: "Noise-Free Contrastive Learning for Knowledge Tracing"
  • Authors:
    • Lijun Zhang
    • Shun Mao
    • Yuncheng Jiang

8. Best Special Session Paper Award

  • Title: "Leveraging Deep AUC Maximisation for Enhanced Active Learning in Named Entity Recognition"
  • Authors:
    • Wei Tan
    • Dan Dguyen
    • Chen Li
    • Wray Buntine
    • Haifeng Zhao
    • Lan Du

9. Best Poster Presentation Award

  • Title: "Dataset Construction Using Item Response Theory for Educational Machine Learning Competitions"
  • Authors:
    • Takeaki Sakabe (Nagoya Institute of Technology)
    • Yuko Sakurai (Nagoya Institute of Technology)
    • Emiko Tsutsumi (Hosei University)
    • Satoshi Oyama (Nagoya City University, RIKEN Center for Advanced Intelligence Project)

10. Best Poster Presentation Runner-up Award

  • Title: "A Predictive Model for Eating Disorders Using Digital Biomarkers via Smartphones"
  • Authors:
    • Maho Nakamura (Kyoto Sangyo University)
    • Panote Siriaraya (Kyoto Institute of Technology)
    • Asaka Lan Cheng (Kyoto Sangyo University)
    • Shinsuke Nakajima (Kyoto Sangyo University)