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Wray L. Buntine

12 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ACL ×3EMNLP ×3AAAI ×2CIKM ×1ICML ×1NAACL ×1WACV ×1

Frequent coauthors

Ehsan Shareghi
×6
Jiuzhou Han
×4
Ramya Keerthy Thatikonda
×2
Do Huu Dat
×2
Lan Du
×2
Duc Anh Do
×1
Anh Tuan Luu
×1
Po Yuan Mao
×1
Tien Hoang Nguyen
×1
Mohammed Bennamoun
×1
Jueqing Lu
×1
Yuanyuan Qi
×1

Papers

  1. Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning
    AAAI 2026 ·
    Jiuzhou Han
    , Wray L. Buntine,
    Ehsan Shareghi
  2. Assessing the Sensitivity and Alignment of FOL Closeness Metrics
    EMNLP 2025 ·
    Ramya Keerthy Thatikonda
    , Wray L. Buntine,
    Ehsan Shareghi
  3. Discrete Diffusion Language Model for Efficient Text Summarization
    NAACL 2025 ·
    Do Huu Dat
    ,
    Duc Anh Do
    ,
    Anh Tuan Luu
    , Wray L. Buntine
  4. HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts
    WACV 2025 ·
    Do Huu Dat
    ,
    Po Yuan Mao
    ,
    Tien Hoang Nguyen
    , Wray L. Buntine,
    Mohammed Bennamoun
  5. Logical Reasoning with Outcome Reward Models for Test-Time Scaling
    EMNLP 2025 ·
    Ramya Keerthy Thatikonda
    , Wray L. Buntine,
    Ehsan Shareghi
  6. Navigating Conflicting Views: Harnessing Trust for Learning
    ICML 2025 ·
    Jueqing Lu
    , Wray L. Buntine,
    Yuanyuan Qi
    ,
    Joanna Dipnall
    ,
    Belinda Gabbe
    ,
    Lan Du
  7. VerifiAgent: a Unified Verification Agent in Language Model Reasoning
    EMNLP 2025 ·
    Jiuzhou Han
    , Wray L. Buntine,
    Ehsan Shareghi
  8. Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification
    AAAI 2024 ·
    Wei Tan
    ,
    Ngoc Dang Nguyen
    ,
    Lan Du
    , Wray L. Buntine
  9. MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations
    ACL 2024 ·
    Gia-Bao Dinh Ho
    ,
    Chang Wei Tan
    ,
    Zahra Zamanzadeh Darban
    ,
    Mahsa Salehi
    ,
    Reza Haffari
    , Wray L. Buntine
  10. PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
    ACL 2024 ·
    Jiuzhou Han
    ,
    Nigel Collier
    , Wray L. Buntine,
    Ehsan Shareghi
  11. Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
    CIKM 2024 ·
    Xin Zhou
    ,
    Weiqing Wang
    , Wray L. Buntine,
    Shilin Qu
    ,
    Abishek Sriramulu
    ,
    Weicong Tan
    ,
    Christoph Bergmeir
  12. Towards Uncertainty-Aware Language Agent
    ACL 2024 ·
    Jiuzhou Han
    , Wray L. Buntine,
    Ehsan Shareghi