PPaperPicks

Andrew Perrault

12 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×5EACL ×2AAMAS ×1ACL ×1EMNLP ×1ICML ×1InterSpeech ×1

Frequent coauthors

Jiyun Chun
×3
Ju-Seung Byun
×3
Eric Fosler-Lussier
×2
Michael White
×2
Jingyi Chen
×2
Pichao Wang
×2
Micha Elsner
×2
Yi Mao
×2
Adam Zychowski
×2
Jacek Mandziuk
×2
Zhimeng Guo
×1
Ashley Lewis
×1

Papers

  1. Beyond Length: Context-Aware Expansion and Independence as Developmentally Sensitive Evaluation in Child Utterances
    EACL 2026 ·
    Jiyun Chun
    ,
    Eric Fosler-Lussier
    ,
    Michael White
    , Andrew Perrault
  2. Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance
    EACL 2026 ·
    Jingyi Chen
    ,
    Zhimeng Guo
    ,
    Jiyun Chun
    ,
    Pichao Wang
    , Andrew Perrault,
    Micha Elsner
  3. Optimizing Urban Service Allocation with Time-Constrained Restless Bandits
    AAAI 2026 ·
    Yi Mao
    , Andrew Perrault
  4. VISTA: Verification In Sequential Turn-based Assessment
    ACL 2026 ·
    Ashley Lewis
    , Andrew Perrault,
    Eric Fosler-Lussier
    ,
    Michael White
  5. Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
    AAAI 2025 ·
    Adam Zychowski
    , Andrew Perrault,
    Jacek Mandziuk
  6. Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback
    InterSpeech 2025 ·
    Jingyi Chen
    ,
    Ju-Seung Byun
    ,
    Micha Elsner
    ,
    Pichao Wang
    , Andrew Perrault
  7. Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
    ICML 2025 ·
    Ju-Seung Byun
    , Andrew Perrault
  8. The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards
    AAAI 2025 ·
    Xi Chen
    ,
    Zhihui Zhu
    , Andrew Perrault
  9. ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
    EMNLP 2024 ·
    Ju-Seung Byun
    ,
    Jiyun Chun
    ,
    Jihyung Kil
    , Andrew Perrault
  10. Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
    AAAI 2024 ·
    Adam Zychowski
    , Andrew Perrault,
    Jacek Mandziuk
  11. Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize
    AAAI 2024 ·
    Sanket Shah
    ,
    Bryan Wilder
    , Andrew Perrault,
    Milind Tambe
  12. Time-Constrained Restless Multi-Armed Bandits with Applications to City Service Scheduling
    AAMAS 2024 ·
    Yi Mao
    , Andrew Perrault