PPaperPicks

Kan Li

Beijing Institute of Technology, School of Computer Science and Technology, China

23 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3528-4739 ↗Homepage ↗

Venues

ACL ×8NeurIPS ×5AAAI ×3EMNLP ×3ICLR ×2NAACL ×2

Frequent coauthors

Shaoxiong Feng
×21
Yiwei Li
×21
Peiwen Yuan
×20
Xinglin Wang
×19
Boyuan Pan
×19
Yao Hu
×17
Yueqi Zhang
×12
Jiayi Shi
×12
Chuyi Tan
×12
Heda Wang
×8
Wenxiao Fan
×3
Bin Sun
×3

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. Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels
    AAAI 2026 ·
    Wenxiao Fan
    , Kan Li
  3. 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
  4. 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
  5. Combating Semantic Contamination in Learning with Label Noise
    AAAI 2025 ·
    Wenxiao Fan
    , Kan Li
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. BatchEval: Towards Human-like Text Evaluation
    ACL 2024 ·
    Peiwen Yuan
    ,
    Shaoxiong Feng
    ,
    Yiwei Li
    ,
    Xinglin Wang
    ,
    Boyuan Pan
    ,
    Heda Wang
    ,
    Yao Hu
    , Kan Li
  17. Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
    ACL 2024 ·
    Yiwei Li
    ,
    Fei Mi
    ,
    Yitong Li
    ,
    Yasheng Wang
    ,
    Bin Sun
    ,
    Shaoxiong Feng
    , Kan Li
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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