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## News

* **2024.10.14** We release [MEGA-Bench](https://arxiv.org/abs/2410.10563), which contains 500+ real-world tasks to evaluate vision-language modelsπŸŽ‰πŸŽ‰πŸŽ‰.
* **2024.10.10** We launch the [WePOINTS](https://github.com/WePOINTS/WePOINTS) project and opensource [POINTS](https://huggingface.co/WePOINTS/POINTS-Qwen-2-5-7B-Chat)πŸ”₯πŸ”₯πŸ”₯.
* **2024.09.10** We propose a brand new vision-language model, called [POINTS](https://arxiv.org/abs/2409.04828).
* **2024.07.27** [VLMEvalKit Technical Report](https://www.arxiv.org/abs/2407.11691) is accepted by ACMMM2024 OpenSource πŸŽ‰πŸŽ‰πŸŽ‰.
* **2024.07.01** [MMBench](https://arxiv.org/abs/2307.06281) is accepted by ECCV2024 as Oral Presentation πŸŽ‰πŸŽ‰πŸŽ‰.
* **2024.05.21** We release a [paper](https://arxiv.org/pdf/2405.11850) focusing on aspects previously overlooked in vision-language model.
* **2024.01.16** One [paper](https://arxiv.org/abs/2303.02416) on self-supervised learning is accepted by TMLR πŸŽ‰πŸŽ‰πŸŽ‰.
* **2023.08.29** Join in WeChat as a full-time researcher πŸŽ‰πŸŽ‰πŸŽ‰.
* **2023.08.18** Support multimodal model evaluation framework in [OpenCompass](https://opencompass.org.cn/) πŸŽ‰πŸŽ‰πŸŽ‰.
* **2023.07.14** One [paper](https://arxiv.org/abs/2308.00261) on self-supervised learning is accepted by ICCV2023 πŸŽ‰πŸŽ‰πŸŽ‰.


## Experience

* 2023.08-current: Researcher at WeChat AI
* 2021.11-2023.08: Researcher at Shanghai AI Laboratory
* 2020.07-2021.12: Master in Electronic and Electrical Engineering, the University of Hong Kong
* 2020.02-2021.11: Intern at ByteDance
* 2016.08-2020.06: Bachelor in Electronic and Electrical Engineering, Southeast University
* 2019.11-2020.02: Intern at Horizon Robotics
* 2018.11-2019.02: Intern at Microsoft

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## Main Publications


### MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
*arxiv, 2024*

### POINTS: Improving Your Vision-language Model with Affordable Strategies
***Yuan Liu***, Zhongyin Zhao, Ziyuan Zhuang, Le Tian, Xiao Zhou, Jie Zhou
*arxiv, 2024*

### VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
*ACMMM 2024*

### Rethinking Overlooked Aspects in Vision-Language Models
***Yuan Liu***, Le Tian, Xiao Zhou, Jie Zhou
*arxiv, 2024*
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### MMBench: Is Your Multi-modal Model an All-around Player?
***Yuan Liu***, ***Haodong Duan***, ***Yuanhan Zhang***, ***Bo Li***, ***Songyang Zhang***, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin<br>
*Arxiv, 2023*
*European Conference on Computer Vision, 2024 (Oral)*

### PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling
***Yuan Liu***, ***Songyang Zhang***, Jiacheng Chen, Kai Chen, Dahua Lin<br>
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