Jingyu Peng

City University of Hong Kong, Baidu Inc

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Multimodal Models (1)Natural Language Processing (1)

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Jiancheng Dong (1)Pengyue Jia (1)Derong Xu (1)Jiawei Cheng (1)

Papers (1)

Mar 17, 2026

Department of Data ScienceMar 17, 2026·also Baidu, College of Computer Science and Technology, HKU, Information System +2

How to Utilize Complementary Vision-Text Information for 2D Structure Understanding

A lightweight architecture that distills long textual sequences using visual tokens as dynamic queries boosts LLM performance on 2D table understanding by 23.9%.

Jiancheng Dong, Pengyue Jia, Derong Xu +6

Computer Vision Multimodal Models Natural Language Processing

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Jingyu Peng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)