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Pei Fu

Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding
2025 · Zining Wang, Tongkun Guan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10
A Token-Level Text Image Foundation Model for Document Understanding
2025 · Tongkun Guan, Zining Wang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 6
InstructOCR: Instruction Boosting Scene Text Spotting
2025 · Chen Duan, Qianyi Jiang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6
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Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
2025 · Pei Fu, Tongkun Guan, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 5
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AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale
2026 · Ziyang Wang, Yuanlei Zheng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
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A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement
2026 · Liu, Yu, Li, Youxing, et al. · arXiv (Cornell University)
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OmniStepBench: Deployment-Aware Agent Evaluation across Modalities and Task Complexity
2026 · Liu, Yu, Liu, Zhilin, et al. · arXiv (Cornell University)
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Making Every Tool Call Count: Necessary Tool-Evidence Path Rewards for Agentic Vision-Language Models
2026 · Long, Xingming, Liu, Yu, et al. · arXiv (Cornell University)
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Reference-Free Post-Training of Open Large Language Models for Multilingual Machine Translation
2026 · Han, Chris, Gao, Pengzhi, et al. · arXiv (Cornell University)
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DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models
2026 · Wang, Pengjie, Deng, Linger, et al. · arXiv (Cornell University)
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Switch-Reasoner: Learn When to Think in Multitask Mixtures via Reinforcement Learning
2026 · Fang, Yiyang, Fu, Pei, et al. · arXiv (Cornell University)
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UI-MOPD: Multi-Platform On-Policy Distillation for Unified GUI Agents
2026 · Lian, Niu, Chen, Tongbo, et al. · arXiv (Cornell University)
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Xiaomi-GUI-0 Technical Report
2026 · Cao, Wanxia, Duan, Chengzhen, et al. · arXiv (Cornell University)
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Doc-$V^*$: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
2026 · Association for Computational Linguistics 2026, Bai, Xiang, et al. · Underline Science Inc.
Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment
2026 · Sun, Yuchen, Fu, Pei, et al. · arXiv (Cornell University)
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StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video
2026 · Li, Ao, Xiao, Zihan, et al. · arXiv (Cornell University)
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Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
2026 · Yang, Zhiqin, Liu, Yuhan, et al. · arXiv (Cornell University)
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Doc-V*:Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
2026 · Zheng, Yuanlei, Fu, Pei, et al. · arXiv (Cornell University)
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Q-Mask: Query-driven Causal Masks for Text Anchoring in OCR-Oriented Vision-Language Models
2026 · Xu, Longwei, Feng, Feng, et al. · arXiv (Cornell University)
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IMTBench: A Multi-Scenario Cross-Modal Collaborative Evaluation Benchmark for In-Image Machine Translation
2026 · Lyu, Jiahao, Fu, Pei, et al. · arXiv (Cornell University)
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PatchCue: Enhancing Vision-Language Model Reasoning with Patch-Based Visual Cues
2026 · Qi, Yukun, Fu, Pei, et al. · arXiv (Cornell University)
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EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models
2026 · Fang, Yiyang, Huang, Wenke, et al. · arXiv (Cornell University)
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PositionOCR: Augmenting Positional Awareness in Multi-Modal Models via Hybrid Specialist Integration
2026 · Duan, Chen, Guo, Zhentao, et al. · arXiv (Cornell University)
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GAIA: A Data Flywheel System for Training GUI Test-Time Scaling Critic Models
2026 · Shaokang Wang, Pei Fu, et al. · Lecture notes in computer science
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UniTranslator: A Unified Multi-modal Framework for End-to-End In-image Machine Translation
2026 · Jiahao Lyu, Pei Fu, et al. · Lecture notes in computer science
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Works count: 34
Citation count: 28
H-index: 4
I10-index: 1
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