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Peiwen Yuan

20 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ACL ×7NeurIPS ×5EMNLP ×3ICLR ×2NAACL ×2AAAI ×1

Frequent coauthors

Shaoxiong Feng
×20
Yiwei Li
×20
Kan Li
×20
Xinglin Wang
×19
Boyuan Pan
×19
Yao Hu
×17
Yueqi Zhang
×12
Jiayi Shi
×12
Chuyi Tan
×12
Heda Wang
×8
Ji Zhang
×2
Bin Sun
×2

Papers

  1. LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
    ACL 2026 · Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  2. Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
    ACL 2025 · Peiwen Yuan,
    Yueqi Zhang
    ,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  3. CogLM: Tracking Cognitive Development of Large Language Models
    NAACL 2025 ·
    Xinglin Wang
    , Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  4. Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
    NeurIPS 2025 ·
    Xinglin Wang
    ,
    Yiwei Li
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Yueqi Zhang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  5. From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
    ACL 2025 · Peiwen Yuan,
    Chuyi Tan
    ,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Jiayi Shi
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  6. InsBank: Evolving Instruction Subset for Ongoing Alignment
    EMNLP 2025 ·
    Jiayi Shi
    ,
    Yiwei Li
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Huan Ren
    ,
    Yao Hu
    ,
    Kan Li
  7. Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
    NAACL 2025 ·
    Xinglin Wang
    ,
    Shaoxiong Feng
    ,
    Yiwei Li
    , Peiwen Yuan,
    Yueqi Zhang
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  8. Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
    NeurIPS 2025 ·
    Yueqi Zhang
    , Peiwen Yuan,
    Yiwei Li
    ,
    Shaoxiong Feng
    ,
    Xinglin Wang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  9. Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
    ACL 2025 ·
    Yiwei Li
    ,
    Ji Zhang
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Xinglin Wang
    ,
    Jiayi Shi
    ,
    Yueqi Zhang
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  10. Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
    NeurIPS 2025 · Peiwen Yuan,
    Yiwei Li
    ,
    Shaoxiong Feng
    ,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  11. Speculative Decoding for Multi-Sample Inference
    EMNLP 2025 ·
    Yiwei Li
    ,
    Jiayi Shi
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Ji Zhang
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  12. Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
    NeurIPS 2025 ·
    Hang Yin
    ,
    Xiaomin He
    , Peiwen Yuan,
    Yiwei Li
    ,
    Jiayi Shi
    ,
    Wenxiao Fan
    ,
    Shaoxiong Feng
    ,
    Kan Li
  13. UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
    ICLR 2025 · Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Jiayi Shi
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Yao Hu
    ,
    Kan Li
  14. BatchEval: Towards Human-like Text Evaluation
    ACL 2024 · Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  15. Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
    ICLR 2024 ·
    Yiwei Li
    , Peiwen Yuan,
    Shaoxiong Feng
    ,
    Boyuan Pan
    ,
    Xinglin Wang
    ,
    Bin Sun
    ,
    Heda Wang
    ,
    Kan Li
  16. Focused Large Language Models are Stable Many-Shot Learners
    EMNLP 2024 · Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Yueqi Zhang
    ,
    Chuyi Tan
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  17. Instruction Embedding: Latent Representations of Instructions Towards Task Identification
    NeurIPS 2024 ·
    Yiwei Li
    ,
    Jiayi Shi
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Xinglin Wang
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  18. Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
    ACL 2024 ·
    Xinglin Wang
    ,
    Yiwei Li
    ,
    Shaoxiong Feng
    , Peiwen Yuan,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  19. Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
    ACL 2024 · Peiwen Yuan,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    ,
    Kan Li
  20. Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
    AAAI 2024 ·
    Yiwei Li
    , Peiwen Yuan,
    Shaoxiong Feng
    ,
    Boyuan Pan
    ,
    Bin Sun
    ,
    Xinglin Wang
    ,
    Heda Wang
    ,
    Kan Li