PPaperPicks

Conghui He

64 papers at tracked venues · 52 at CORE A* · active 2024–2026

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Venues

ACL ×19CVPR ×8EMNLP ×7NeurIPS ×7ICLR ×6ICCV ×5AAAI ×4ECCV ×4ACM MM ×1ICML ×1NAACL ×1SIGMOD ×1

Frequent coauthors

Junyan Ye
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Zheng Liu
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Zichen Wen
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Tianyi Bai
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Junbo Niu
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Zhuoshi Pan
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Yu Li
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Shaobo Wang
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Runchuan Zhu
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Bin Wang
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Honglin Lin
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Bangrui Xu
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Papers

  1. ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
    ACL 2026 ·
    Zheng Liu
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  2. Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature
    ACL 2026 ·
    Zheng Liu
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  3. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    ACL 2026 ·
    Junbo Niu
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  4. MoDora: Tree-Based Semi-Structured Document Analysis System
    SIGMOD 2026 ·
    Bangrui Xu
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  5. REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
    ACL 2026 ·
    Zhuoshi Pan
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  6. The Data Frontier for Large Language Models: Selection, Synthesis, and Tools
    ACL 2026 ·
    Lijun Wu
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  7. Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
    ACL 2026 ·
    Yu Li
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  8. A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis
    ACL 2025 ·
    Xin Gao
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  9. BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
    NeurIPS 2025 ·
    Junyan Ye
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  10. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
    EMNLP 2025 ·
    Xu Huang
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  11. CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge
    ACL 2025 ·
    Yu Li
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  12. Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
    ACL 2025 ·
    Maosongcao
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  13. Conical Visual Concentration for Efficient Large Vision-Language Models
    CVPR 2025 ·
    Long Xing
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  14. Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
    ACL 2025 ·
    Shaobo Wang
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  15. Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
    CVPR 2025 ·
    Shaobo Wang
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  16. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
    NeurIPS 2025 ·
    Zichen Wen
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  17. Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
    ACL 2025 ·
    Tianyi Bai
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  18. GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
    NAACL 2025 ·
    Runchuan Zhu
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  19. GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
    ICLR 2025 ·
    Renqiu Xia
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  20. Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
    NeurIPS 2025 ·
    Tianyi Bai
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  21. Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
    ICLR 2025 ·
    Chi Zhang
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  22. IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
    ICLR 2025 ·
    Bohan Zeng
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  23. Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
    CVPR 2025 ·
    Bin Wang
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  24. LEGION: Learning to Ground and Explain for Synthetic Image Detection
    ICCV 2025 ·
    Hengrui Kang
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  25. LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
    ACL 2025 ·
    Zhuoshi Pan
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  26. LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
    ICLR 2025 ·
    Junyan Ye
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  27. Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation
    ICLR 2025 ·
    Chengwen Qi
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  28. Leveraging BEV Paradigm for Ground-to-Aerial Image Synthesis
    ICCV 2025 ·
    Junyan Ye
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  29. MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
    ICLR 2025 ·
    Ziyu Liu
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  30. MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
    ACL 2025 ·
    Qizhi Pei
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  31. Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
    ACL 2025 ·
    Xinlin Zhuang
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  32. MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
    EMNLP 2025 ·
    Honglin Lin
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  33. Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
    EMNLP 2025 ·
    Zinan Tang
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  34. Multi-step Visual Reasoning with Visual Tokens Scaling and Verification
    NeurIPS 2025 ·
    Tianyi Bai
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  35. OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation
    ICCV 2025 ·
    Junyuan Zhang
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  36. OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
    CVPR 2025 ·
    Junbo Niu
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  37. OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
    CVPR 2025 ·
    Linke Ouyang
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  38. OpenHuEval: Evaluating Large Language Model on Hungarian Specifics
    ACL 2025 ·
    Haote Yang
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  39. Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
    NeurIPS 2025 ·
    Honglin Lin
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  40. SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition
    ACL 2025 ·
    Shuangrui Ding
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  41. Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
    NeurIPS 2025 ·
    Siwei Wen
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  42. Stop Looking for "Important Tokens" in Multimodal Language Models: Duplication Matters More
    EMNLP 2025 ·
    Zichen Wen
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  43. SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
    ACM MM 2025 ·
    Zheng Liu
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  44. Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
    ACL 2025 ·
    Zichen Wen
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  45. UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
    AAAI 2025 ·
    Baichuan Zhou
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  46. Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
    AAAI 2025 ·
    Runchuan Zhu
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  47. VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
    AAAI 2025 ·
    Chao Pang
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  48. VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos
    ICCV 2025 ·
    Jiashuo Yu
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  49. Where am I? Cross-View Geo-localization with Natural Language Descriptions
    ICCV 2025 ·
    Junyan Ye
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  50. 3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
    CVPR 2024 ·
    Weijia Li
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  51. Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
    ACL 2024 ·
    Jiaxing Sun
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  52. Cross-View Image Geo-Localization with Panorama-BEV Co-retrieval Network
    ECCV 2024 ·
    Junyan Ye
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  53. InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
    NeurIPS 2024 ·
    Xiaoyi Dong
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  54. LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training
    EMNLP 2024 ·
    Tong Zhu
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  55. LOCR: Location-Guided Transformer for Optical Character Recognition
    EMNLP 2024 ·
    Yu Sun
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  56. LongWanjuan: Towards Systematic Measurement for Long Text Quality
    EMNLP 2024 ·
    Xiaoran Liu
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  57. MMBench: Is Your Multi-modal Model an All-Around Player?
    ECCV 2024 ·
    Yuan Liu
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  58. OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
    CVPR 2024 ·
    Qidong Huang
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  59. Parrot Captions Teach CLIP to Spot Text
    ECCV 2024 ·
    Yiqi Lin
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  60. ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
    ACL 2024 ·
    Le Zhuo
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  61. SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation
    CVPR 2024 ·
    Junyan Ye
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  62. SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
    ICML 2024 ·
    Dongyang Liu
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  63. ShareGPT4V: Improving Large Multi-modal Models with Better Captions
    ECCV 2024 ·
    Lin Chen
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  64. VIGC: Visual Instruction Generation and Correction
    AAAI 2024 ·
    Bin Wang
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