I am currently a master’s student at the Institute of Computing Science, Chinese Academy of Sciences.
My research interest includes computer vision, medical image analysis, LLM Agents, XAI, and AutoML.
📝 Publications
🤖 Large Language Model
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CVPR 2025NADER: Neural Architecture Design via Multi-Agent Collaboration, Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu. | Project | -
AAAI 2025AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks, Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu. |
🩻 Medical Image Analysis
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MICCAI 2024SCMIL: Sparse Context-Aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images, Zekang Yang, Hong Liu, Xiangdong Wang. | -
MM 2024 workshopA Multimodal Adaptive Cooperative Learning Framework for Cancer Survival Risk Prediction, Zekang Yang, Hong Liu, Xiangdong Wang. -
MICCAI 2022 workshopSelf-supervised Learning Based on a Pre-trained Method for the Subtype Classification of Spinal Tumors, Menglei Jiao, Hong Liu, Zekang Yang, et al.
📖 Educations
- 2022.09 - 2025.06, Master, Institute of Computing Technology, Chinese Academy of Sciences, Beijing.
- 2018.09 - 2022.06, Undergraduate, Hebei University of Technology, Tianjin, (GPA: 3.93/4, rank: 1/105).
💬 Talks
- 2024.12, Concept Bottle Models
- 2024.04, A View of Mamba
🎖 Honors and Awards
- 2021.05, The First Prize of Lanqiao Cup Programming Contest
- 2021.05, Second Prize of Group Programming Ladder Tournament, China Collegiate Computing Contest
- 2020.12, National Scholarship (Top 0.5%)
- 2020.12, First prize of Hebei College Student Programming Competition
- 2020.04, Meritorious Winner in Mathematical Contest In Modeling (Top 6%)
- 2019.11, Second Price of Computer Application Competition of the Five Provinces in North China (Two times)
- 2019.09, Third Prize of iCAN International Innovation and Entrepreneurship Competition Provincial
