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Yiyang Zhou — most-cited papers & profile · Multimodal
← authors
·
overview
Yiyang Zhou
23
papers ·
179
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
2023 · 168 citations
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
2024 · 3 citations
GLIMPSE: Do Large Vision-language Models Truly Think With Videos Or Just Glimpse At Them?
2025 · 2 citations
Calibrated Self-Rewarding Vision Language Models
2024 · 1 citations
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read
2026
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
2025
IKOD: Mitigating Visual Attention Degradation In Large Vision-language Models
2025
Reagent-v: A Reward-driven Multi-agent Framework For Video Understanding
2025
When Visualizing Is The First Step To Reasoning: MIRA, A Benchmark For Visual Chain-of-thought
2025
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
2024
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2024
Top co-authors
Huaxiu Yao
· 6
Chenhang Cui
· 4
Peng Xia
· 3
Siwei Han
· 3
Zhaorun Chen
· 3
Haoqin Tu
· 2
Jiaqi Liu
· 2
Linjie Li
· 2
Mingyu Ding
· 2
Qinghao Ye
· 2
Shi Qiu
· 2
Xiyao Wang
· 2
Topics
Vision-Language Models
Video-Language
Benchmarks
Visual QA & Reasoning
Instruction Tuning
Embodied & Agents
Audio-Visual
Image-Text Retrieval