I am currently a PhD candidate at Department of Computer Science and Technology, Tsinghua University.

My research interest includes computer vision, LLM Agents, medical image analysis, and AutoML.

📝 Publications

🤖 Large Language Model

• CVPR 2025 NADER: Neural Architecture Design via Multi-Agent Collaboration, Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo, Wentao Liu. | Project |

• AAAI 2025 AutoMMLab: 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

• PA-MIL: Phenotype-Aware Multiple Instance Learning Guided by Language Prompting and Genotype-to-Phenotype Relationships, Zekang Yang, Hong Liu, Xiangdong Wang. |

• MICCAI 2024 SCMIL: Sparse Context-Aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images, Zekang Yang, Hong Liu, Xiangdong Wang. |

• MM 2024 workshop A Multimodal Adaptive Cooperative Learning Framework for Cancer Survival Risk Prediction, Zekang Yang, Hong Liu, Xiangdong Wang.

• MICCAI 2022 workshop Self-supervised Learning Based on a Pre-trained Method for the Subtype Classification of Spinal Tumors, Menglei Jiao, Hong Liu, Zekang Yang, et al.

📖 Educations

• 2025.09 - present, Ph. D. candidate, Tsinghua University, Beijing.
• 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