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Xiaojun Meng

19 papers at tracked venues · 14 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking
  2. Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
  3. Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning
  4. Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
  5. MMIFEvol: Towards Evolutionary Multimodal Instruction Following
  6. MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis
  7. Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition
  8. Metaphor Reasoning is Meta-reasoning
  9. The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
  10. Why Did Apple Fall: Evaluating Curiosity in Large Language Models
  11. AutoClean: LLMs Can Prepare Their Training Corpus
  12. CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
  13. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
  14. ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
  15. Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
  16. Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
  17. VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
  18. Prompt-Based Length Controlled Generation with Multiple Control Types
  19. Unsupervised Extractive Summarization with Learnable Length Control Strategies