Scholar
Yifan Du
Google Scholar ID: YJf-45cAAAAJ
Renmin University of China
Vision Language Model
MLLM
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Citations & Impact
All-time
Citations
8,451
H-index
10
i10-index
10
Publications
12
Co-authors
7
list available
Contact
Email
yifandu1999@gmail.com
CV
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GitHub
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Publications
7 items
Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization
2025
Cited
0
STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach
2025
Cited
0
AVC-DPO: Aligned Video Captioning via Direct Preference Optimization
2025
Cited
0
Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
2025
Cited
0
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
2024
Cited
0
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning
International Conference on Computational Linguistics · 2023
Cited
14
A Survey of Large Language Models
arXiv.org · 2023
Cited
2,172
Resume (English only)
Academic Achievements
Published 'Virgo: A Preliminary Exploration on Reproducing o1-like MLLM'
Published 'Exploring the Design Space of Visual Context Representation in Video MLLMs' (arXiv)
Published 'Towards Event-oriented Long Video Understanding' (arXiv)
Published 'What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning' (COLING 2025)
Published 'Evaluating Object Hallucination in Large Vision-Language Models' (EMNLP 2023)
Co-authored survey 'A Survey of Large Language Models'
Published 'Zero-shot Visual Question Answering with Language Model Feedback' (ACL 2023 Findings)
Published 'Learning to Imagine: Visually-Augmented Natural Language Generation' (ACL 2023)
Published survey 'A Survey of Vision-Language Pre-Trained Models' (IJCAI 2022)
Open-source project: Virgo (an MLLM with slow-thinking reasoning ability)
Open-source project: POPE (a benchmark for evaluating object hallucination in MLLMs)
Co-authors
7 total
Wayne Xin Zhao
Professor, Renmin University of China
Ji-Rong Wen
Gaoling School of Artificial Intelligence, Renmin University of China
Kun Zhou
UCSD Postdoctoral Researcher
Junyi Li
University of Montreal
Tianyi Tang
Qwen Team, Alibaba Group & Renmin University of China
Yifan Li
Renmin University of China
Zikang Liu
Gaoling School of Artificial Intelligence, Renmin University of China
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