Ruimeng Liu (刘睿萌)

刘睿萌
Ruimeng Liu

Ph.D. Student · Huazhong University of Science and Technology
博士研究生 · 华中科技大学

🔬 Research Interests
Multimodal Representation Learning
🎯 Applications: Multimodal Medicine & Computer Vision

🙋 About Me

Ruimeng Liu (刘睿萌) is pursuing the Ph.D. degree with the School of Computer Science and Technology, Huazhong University of Science and Technology (HUST), Wuhan, China, supervised by Prof. Chang Tang (唐厂). He received the B.Eng. degree in Mechanical Design, Manufacturing, and Automation from China University of Geosciences (Wuhan) in 2022, and the M.Eng. degree in Computer Science from the same university in 2026. His research interests include multimodal representation learning and self-supervised learning, focusing on interpretability and applications in multimodal medicine and computer vision.

刘睿萌，华中科技大学计算机科学与技术学院博士研究生，导师为唐厂教授。2022 年获中国地质大学（武汉）机械设计制造及其自动化专业学士学位，2026 年获该校计算机科学与技术专业硕士学位。主要研究方向为多模态表示学习与自监督学习，聚焦其在多模态医学与计算机视觉中的应用。

📢 News

  • 2026.09:  🎉🎉 Our paper GMAE is published in IEEE TPAMI.
  • 2025.09:  🎉🎉 Our paper SparseMVC is accepted by NeurIPS 2025 as a Spotlight (688/21575, Top 3.19%).

📝 Publications

2026

TPAMI 2026
GMAE

Learning Disentangled Representations for Generalized Multi-view Clustering

Xin Zou*, Ruimeng Liu*, Chang Tang, Zhenglai Li, Xinwang Liu, Kunlun He, Wanqing Li

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026.(CCF-A, Co-first author)

[Paper]   [Code]

2025

NeurIPS 2025
SparseMVC

SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering

Ruimeng Liu, Xin Zou, Chang Tang, Xiao Zheng, Xingchen Hu, Kun Sun, Xinwang Liu

Advances in Neural Information Processing Systems (NeurIPS), 2025.(CCF-A, First author, Spotlight)

[Paper]   [Code]

📋 Academic Service

Conference reviewer for ICML, CVPR, AAAI, and IJCAI. Journal reviewer for IEEE TPAMI, IEEE TKDE, IEEE TNNLS, IEEE TMM, and Information Fusion.

担任 ICML、CVPR、AAAI、IJCAI 审稿人，以及 IEEE TPAMI、TKDE、TNNLS、TMM、Information Fusion 等期刊审稿人。

💻 Projects

  • 2026.10 - 2028.09, 面向地震大科学装置的科学数据生产线关键技术与应用, 国家科技重大专项，1100 万元，在研，参与.
  • 2026.01 - 2028.12, 多视图聚类的理论、方法及应用, 青年科学基金项目（B类），200 万元，在研，参与.
  • 2024.06 - 2026.06, 多场景下跨模态数据融合的检索技术研究, 中央高校基本科研业务费-大学生自主创新资助计划（项目编号：2024XLB7），3 万元，已结题，主持.

📖 Educations

  • 2026.09 - now, Ph.D. in Computer Science and Technology, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China.2026.09 - 至今，计算机科学与技术博士研究生，华中科技大学计算机科学与技术学院，湖北省武汉市。
  • 2023.09 - 2026.06, M.Eng. in Computer Science and Technology, School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China.2023.09 - 2026.06，计算机科学与技术硕士，中国地质大学（武汉）计算机学院，湖北省武汉市。
  • 2022.07 - 2023.07, Full-time High School Physics Teacher, the Graduate Student Support Mission of China University of Geosciences, Chuxiong, Yunnan, China.2022.07 - 2023.07，全职高中物理教师，中国地质大学（武汉）研究生支教团，云南省楚雄州。
  • 2018.09 - 2022.06, B.Eng. in Mechanical Design, Manufacturing and Automation, China University of Geosciences (Wuhan), Wuhan, China.2018.09 - 2022.06，机械设计制造及其自动化专业学士，中国地质大学（武汉），湖北省武汉市。