Conghui He

Conghui He on Hugging Face Daily Papers: 32 papers, 12 in the top 3 of their day, 1,714 upvotes.

  1. Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs 181 upvotes, #1 of 2026-01-27
  2. Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning 3 upvotes, #23 of 2025-12-09
  3. ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning 9 upvotes, #17 of 2025-09-26
  4. From Uniform to Heterogeneous: Tailoring Policy Optimization to Every Token's Nature 2 upvotes, #29 of 2025-09-23
  5. Shifting AI Efficiency From Model-Centric to Data-Centric Compression 141 upvotes, #2 of 2025-05-27
  6. CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges 16 upvotes, #4 of 2025-04-29
  7. FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding 38 upvotes, #5 of 2025-04-15
  8. InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models 239 upvotes, #1 of 2025-04-15
  9. GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation 54 upvotes, #4 of 2025-04-04
  10. Lumina-Image 2.0: A Unified and Efficient Image Generative Framework 18 upvotes, #11 of 2025-03-28
  11. LEMMA: Learning from Errors for MatheMatical Advancement in LLMs 13 upvotes, #14 of 2025-03-25
  12. MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion 22 upvotes, #17 of 2025-03-21
  13. MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer 20 upvotes, #7 of 2025-03-20
  14. LEGION: Learning to Ground and Explain for Synthetic Image Detection 19 upvotes, #8 of 2025-03-20
  15. OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? 36 upvotes, #5 of 2025-01-13
  16. GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training 2 upvotes, #24 of 2024-12-17
  17. InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions 89 upvotes, #1 of 2024-12-13
  18. Chimera: Improving Generalist Model with Domain-Specific Experts 9 upvotes, #19 of 2024-12-11
  19. OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations 19 upvotes, #5 of 2024-12-10
  20. Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling 103 upvotes, #1 of 2024-12-09
  21. OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation 18 upvotes, #7 of 2024-12-04
  22. MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models 34 upvotes, #1 of 2024-10-24
  23. PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction 42 upvotes, #1 of 2024-10-23
  24. LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models 53 upvotes, #1 of 2024-10-15
  25. Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining 17 upvotes, #6 of 2024-10-14
  26. MinerU: An Open-Source Solution for Precise Document Content Extraction 22 upvotes, #4 of 2024-09-30
  27. CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation 18 upvotes, #7 of 2024-09-06
  28. InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output 84 upvotes, #1 of 2024-07-04
  29. How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites 47 upvotes, #1 of 2024-04-26
  30. InternLM2 Technical Report 22 upvotes, #3 of 2024-03-27
  31. SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models 17 upvotes, #8 of 2024-02-09
  32. InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model 55 upvotes, #1 of 2024-01-30

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