PPaperPicks

Yuxiong He

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×6AAAI ×2ICLR ×2NAACL ×2EACL ×1EMNLP ×1

Frequent coauthors

Zhewei Yao
×13
Seung-won Hwang
×8
Youngwon Lee
×4
Aurick Qiao
×3
Daniel F. Campos
×3
Xiaoxia Wu
×3
Feng Yan
×2
Bohan Zhai
×2
Hojae Han
×2
Jaeseong Lee
×2
Filip Gralinski
×2
Samyam Rajbhandari
×2

Papers

  1. Agentic Verification for Ambiguous Query Disambiguation
    ACL 2026 ·
    Youngwon Lee
    ,
    Seung-won Hwang
    ,
    Ruofan Wu
    ,
    Feng Yan
    ,
    Danmei Xu
    ,
    Moutasem Akkad
    ,
    Zhewei Yao
    , Yuxiong He
  2. Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
    ACL 2026 ·
    Zhewei Yao
    ,
    Guoheng Sun
    ,
    Lukasz Borchmann
    ,
    Zheyu Shen
    ,
    Minghang Deng
    ,
    Bohan Zhai
    ,
    Hao Zhang
    ,
    Ang Li
    , Yuxiong He
  3. GRAD: Generalizing RAG Adaptation with Decoding
    ACL 2026 ·
    Youngwon Lee
    ,
    Seung-won Hwang
    ,
    Zhewei Yao
    , Yuxiong He
  4. R³-SQL: Ranking Reward and Resampling for Text-to-SQL
    ACL 2026 ·
    Hojae Han
    ,
    Yeonseok Jeong
    ,
    Seung-won Hwang
    ,
    Zhewei Yao
    , Yuxiong He
  5. TAGQuant: Token-Aware Clustering for Group-Wise Quantization
    EACL 2026 ·
    Jaeseong Lee
    ,
    Seung-won Hwang
    ,
    Aurick Qiao
    ,
    Zhewei Yao
    , Yuxiong He
  6. CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation
    NAACL 2025 ·
    Youngwon Lee
    ,
    Seung-won Hwang
    ,
    Daniel F. Campos
    ,
    Filip Gralinski
    ,
    Zhewei Yao
    , Yuxiong He
  7. ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
    ICLR 2025 ·
    Hojae Han
    ,
    Seung-won Hwang
    ,
    Rajhans Samdani
    , Yuxiong He
  8. Inference Scaling for Bridging Retrieval and Augmented Generation
    NAACL 2025 ·
    Youngwon Lee
    ,
    Seung-won Hwang
    ,
    Daniel F. Campos
    ,
    Filip Gralinski
    ,
    Zhewei Yao
    , Yuxiong He
  9. Optimizing Reasoning for Text-to-SQL with Execution Feedback
    ACL 2025 ·
    Bohan Zhai
    ,
    Canwen Xu
    , Yuxiong He,
    Zhewei Yao
  10. STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning
    ACL 2025 ·
    Jaeseong Lee
    ,
    Seung-won Hwang
    ,
    Aurick Qiao
    ,
    Daniel F. Campos
    ,
    Zhewei Yao
    , Yuxiong He
  11. SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
    EMNLP 2025 ·
    Aurick Qiao
    ,
    Zhewei Yao
    ,
    Samyam Rajbhandari
    , Yuxiong He
  12. DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
    AAAI 2024 ·
    Conglong Li
    ,
    Zhewei Yao
    ,
    Xiaoxia Wu
    ,
    Minjia Zhang
    ,
    Connor Holmes
    ,
    Cheng Li
    , Yuxiong He
  13. Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation
    AAAI 2024 ·
    Zhewei Yao
    ,
    Xiaoxia Wu
    ,
    Cheng Li
    ,
    Stephen Youn
    , Yuxiong He
  14. ZeRO++: Extremely Efficient Collective Communication for Large Model Training
    ICLR 2024 ·
    Guanhua Wang
    ,
    Heyang Qin
    ,
    Sam Ade Jacobs
    ,
    Xiaoxia Wu
    ,
    Connor Holmes
    ,
    Zhewei Yao
    ,
    Samyam Rajbhandari
    ,
    Olatunji Ruwase
    ,
    Feng Yan
    ,
    Lei Yang
    , Yuxiong He