Yibo Yan

Venues

Frequent coauthors

Papers

1. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
   ACL 2026 · Yibo Yan
2. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
   ACL 2026 · Yibo Yan
3. Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
   ACL 2026 · Yibo Yan
4. Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning
   AAAI 2026 ·

   Jialong Qin

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5. Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
   ACL 2026 ·

   Yubo Gao

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6. Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering
   ACL 2026 ·

   Shuliang Liu

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7. A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
   ACL 2025 · Yibo Yan
8. A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
   ACL 2025 ·

   Shuliang Liu

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9. Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
   NeurIPS 2025 ·

   Xin Zou

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10. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
    ACL 2025 ·

    Jiamin Su

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11. Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
    EMNLP 2025 ·

    Yunkai Dang

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12. LLM Agents for Education: Advances and Applications
    EMNLP 2025 ·

    Zhendong Chu

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13. Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
    ICML 2025 ·

    Xin Zou

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14. MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
    ACL 2025 ·

    Jiahao Huo

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15. MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
    ACL 2025 · Yibo Yan
16. Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
    ICLR 2025 ·

    Guanyu Zhou

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17. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    ICML 2025 ·

    Yuan Gao

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18. PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
    EMNLP 2025 ·

    Song Dai

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19. Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
    EMNLP 2025 ·

    Haoming Huang

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20. Position: LLMs Can be Good Tutors in English Education
    EMNLP 2025 ·

    Jingheng Ye

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21. RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
    NeurIPS 2025 ·

    Shuhang Xun

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22. RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
    ICML 2025 ·

    Yuanhuiyi Lyu

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23. Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
    ACL 2025 ·

    Kening Zheng

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24. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
    ACL 2025 ·

    Junkai Chen

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25. Unlocking Speech Instruction Data Potential with Query Rewriting
    ACL 2025 ·

    Yonghua Hei

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26. UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
    AAAI 2025 ·

    Xixuan Hao

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27. VLA-Mark: A cross modal watermark for large vision-language alignment models
    EMNLP 2025 ·

    Shuliang Liu

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28. FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
    EMNLP 2024 ·

    Junyi Zhu

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29. GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding
    CIKM 2024 · Yibo Yan
30. MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
    EMNLP 2024 ·

    Jiahao Huo

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31. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
    WWW 2024 · Yibo Yan
32. UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
    ACM MM 2024 ·

    Siru Zhong

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