I am currently a 4th-year Ph.D. student at the State Key Lab of CAD&CG, Zhejiang University, under the supervision of Prof. Xiaofei He and Deng Cai. I received my bachelor’s degree in Computer Science and Technology at Jilin University in 2021. I undertook an internship at Shanghai AI Lab in 2023, supervised by Dr. Kaipeng Zhang. I am currently interning in the trading algorithm team at Xiaohongshu, focusing on trading search ranking algorithms.

My current research interest focuses on MultiModal Foundation Models and their Applications, as well as Search and Recommendation Algorithms. The best way to reach me is through my email linyq5566@gmail.com.

📝 Publications

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Pengfei Zhou, Xiaopeng Peng, Jiajun Song, Chuanhao Li, Zhaopan Xu, Yue Yang, Ziyao Guo, Hao Zhang, Yuqi Lin, Yefei He, Lirui Zhao, Shuo Liu, Tianhua Li, Yuxuan Xie, Xiaojun Chang, Yu Qiao, Wenqi Shao, Ping Luo, Kaipeng Zhang†

CVPR 2025 (Oral)

SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement

Yuqi Lin, Hengjia Li, Wenqi Shao, Zheng Yang†, Jun Zhao, Xiaofei He, Ping Luo, Kaipeng Zhang†

ICLR 2025

ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Capability for Large Vision-Language Models

Shuo Liu, Kaining Ying, Hao Zhang, Yue Yang, Yuqi Lin, Tianle Zhang, Chuanhao Li, Yu Qiao, Ping Luo, Wenqi Shao†, Kaipeng Zhang†

NeurIPS 2024 (Spotlight)

Towards Implicit Prompt For Text-To-Image Models

Yue Yang, Yuqi Lin, Hong Liu, Wenqi Shao, Runjian Chen, Hailong Shang, Yu Wang, Yu Qiao, Kaipeng Zhang† and Ping Luo†

ICML 2024

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI

Kaining Ying, Fanqing Meng, Jin Wang*, Zhiqian Li, Han Lin, Yue Yang, Hao Zhang, Wenbo Zhang, Yuqi Lin, Shuo Liu, Jiayi Lei, Quanfeng Lu, Cunjian Chen, Peng Xu, Renrui Zhang, Haozhe Zhang, Peng Gao, Yali Wang, Yu Qiao, Ping Luo, Kaipeng Zhang† and Wenqi Shao†

ICML 2024

Few-shot Hybrid Domain Adaptation of Image Generators

Hengjia Li, Yang Liu, Linxuan Xia, Yuqi Lin, Tu Zheng, Zheng Yang, Wenxiao Wang, Xiaohui Zhong, Xiaobo Ren, Xiaofei He

ICLR 2024

TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training

Yuqi Lin, Minghao Chen†, Kaipeng Zhang†, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai

AAAI 2024

CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation)

Yuqi Lin, Minghao Chen*†, Wenxiao Wang, Boxi Wu, Ke Li, Binbin Lin, Haifeng Liu, Xiaofei He

CVPR 2023

📖 Educations

• 2021.09 - now, Ph.D., State Key Lab of CAD&CG, Computer Science and Technology, Zhejiang University.
• 2017.09 - 2021.06, Undergraduate, Tang Aoqing Honors Program (Computer Science and Technology), Jilin University.