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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

Peiwen Yuan
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Yiwei Li
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Xinglin Wang
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Wenxiao Fan
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Jiayi Shi
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Yueqi Zhang
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Hang Yin
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Papers

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