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Junming Yang

Master Student
Department of computer science, Southeast University
jmingyang (at) outlook.com


👨‍🎓 About Me

I am currently a second-year graduate student at PALM lab, Department of Computer Science, Southeast University under the supervision of Prof. Xin Geng and Prof. Ning Xu. Previously, I received my B.Eng. degree from Nanjing University of Posts and Telecommunications in June 2024.

I am seeking a PhD opportunity for 2027 Fall. Please feel free to contact me if you are interested.

📚 Research Interests

I have wide interest on AI, especially machine learning and deep learning. For now, I’ll focus on the following topics:

📄 Preprints

  1. Preprint
    Alignment through Meta-Weighted Online Sampling: Bridging the Gap between Data Generation and Preference Optimization
    Junming Yang, Ning Xu, Biao Liu, Shiqi Qiao, Xin Geng
    Arxiv, 2025.
    PDF

  2. Preprint
    Preference Orchestrator: Prompt-Aware Multi-Objective Alignment for Large Language Models
    Biao Liu, Ning Xu, Junming Yang, Xin Geng
    Arxiv, 2025.
    PDF

📝 Selected Publications

  1. ACM MM
    VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
    Haodong Duan, Junming Yang, Yuxuan Qiao, Xinyu Fang, Lin Chen, Yuan Liu, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Jiaqi Wang, Dahua Lin, Kai Chen
    ACM MM 2024 Open Source Software Competition.
    PDF Code

  2. NeurIPS
    Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
    Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen
    38th Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code

  3. ICPR
    CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs
    Daoan Zhang*, Junming Yang*, Hanjia Lyu*, Zijian Jin, Yuan Yao, Mingkai Chen, Jiebo Luo (*Equal Contribution)
    27th Interntional Conference on Pattern Recognition (ICPR), 2024.
    PDF

  4. NeurIPS
    Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
    Qi Wang*, Junming Yang*, Yunbo Wang, Xin Jin, Wenjun Zeng, Xiaokang Yang (*Equal Contribution)
    38th Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code

  5. ECAI
    Model-based Offline Policy Optimization with Adversarial Network
    Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang
    26th European Conference on Artificial Intelligence (ECAI), 2023.
    PDF Code

💻 Internships

📖 Educations

💼 Services

Reviewer for Conferences (NeurIPS, ICLR, ECAI) and Journals (TNNLS).


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