Yilun Liu

Venues

Frequent coauthors

Papers

1. ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction
   AAAI 2026 ·

   Yan Yu

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2. M-DaQ: Retrieving Samples with Multilingual Diversity and Quality for Instruction Fine-Tuning Datasets
   SIGIR 2026 ·

   Chunguang Zhao

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3. MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
   AAAI 2026 · Yilun Liu
4. Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
   AAAI 2026 ·

   Cui Danxin

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5. The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
   ACL 2026 · Yilun Liu
6. Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge
   CIKM 2025 ·

   Yuhe Ji

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7. SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training
   AAAI 2025 ·

   Ce Zhou

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8. Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance
   EMNLP 2025 · Yilun Liu
9. Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
   EMNLP 2024 ·

   Yuan Ge

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10. CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
    ICDE 2024 · Yilun Liu