publications

Selected publications, grouped by year (newest first). A full list is available on Google Scholar.

A full list is available on Google Scholar.

2026

  1. ICLR
    zhang2026bee.png
    Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
    Yi Zhang, Bolin Ni, Xin-Sheng Chen, and 7 more authors
    In International Conference on Learning Representations (ICLR), 2026
    arXiv PDF

2025

  1. CVPR
    zhang2025adaptive.png
    Adaptive Parameter Selection for Tuning Vision-Language Models
    Yi Zhang, Yi-Xuan Deng, Meng-Hao Guo, and 1 more author
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF
  2. NeurIPS
    guo2025rbenchv.png
    RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs
    Meng-Hao Guo, Xuanyu Chu, Qianrui Yang, and 12 more authors
    In Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
    arXiv PDF
  3. ICML
    guo2025rbench.png
    R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
    Meng-Hao Guo, Jiajun Xu, Yi Zhang, and 14 more authors
    In International Conference on Machine Learning (ICML), 2025
    arXiv PDF

2024

  1. CVPR
    zhang2024exploring.png
    Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation
    Yi Zhang, Meng-Hao Guo, Miao Wang, and 1 more author
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF
  2. T-PAMI
    guo2024tuning.png
    Tuning Vision-Language Models With Multiple Prototypes Clustering
    Meng-Hao Guo, Yi Zhang, Tai-Jiang Mu, and 2 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024
    PDF