Wei Yang — Homepage

I am an incoming master's student at BIVLab, University of Science and Technology of China (USTC), and expect to enroll in September 2027. I am currently an undergraduate student majoring in Computer Science and Technology at North China Electric Power University (Baoding), with graduation expected in 2027.

I am interested in intelligent systems that learn through interaction and experience, continually expanding their capabilities in understanding, reasoning, and acting.

My current research interests include:

Agent Systems
Multimodal Large Language Models

News

Oct 2026: We introduced OneResearchBench, a benchmark for evaluating research agents on research synthesis from real-world source materials.
Apr 2026: We released OneResearchClaw, a project for fully autonomous, skill-driven research synthesis from heterogeneous inputs, on GitHub.
Mar 2026: One paper on dynamic prognostic prediction for colorectal cancer liver metastasis was accepted to IEEE ICME 2026.
Jul 2025: One paper on flexible multi-modal HER2 expression prediction was accepted to ACM Multimedia 2025.

Research

OneResearchBench overview of task construction, rubric construction, and agent evaluation

OneResearchBench: Benchmarking Research Agents for Research Synthesis from Real-World Source Materials.

Wei Yang, Shiting Huang, Yiming Zhao, Yu Zeng, Zhen Fang, Yiran Zhu, Ziao Zhang, Qisheng Su, Qingnan Ren, Jiayin Cai, Jiawei Zhao, Ziyang Guo, Ke Li, Jiapeng Shao, Shu Liang, Lin Chen, Zehui Chen, Feng Zhao

arXiv preprint. First author.

OneResearchClaw framework for autonomous research synthesis

OneResearchClaw: Fully Autonomous, Skill-driven Research Synthesis from Heterogeneous Inputs

Wei Yang^*, Yiming Zhao^*, Yu Zeng^*, Zhen Fang^*, Wenxuan Huang, Ziao Zhang, Kou Shi, Qing Miao, Jiayin Cai, Jiawei Zhao, Xikun Bao, Lin Chen, Zehui Chen, Feng Zhao

Open-source project, 440+ GitHub stars.

Overview of the DuoTeach dual-role self-teaching framework

DuoTeach: Dual Role Self-Teaching for Coarse-to-Fine Decision Coordination in Vision–Language Models

Wei Yang^*, Yiran Zhu^*, Zilin Li, Xunjia Zhang, Hongtao Wang

arXiv preprint. ^* Co-first author.

Overview of the dynamic prognostic prediction framework

A Dynamic Prognostic Prediction Method for Colorectal Cancer Liver Metastasis

Wei Yang^*, Yiran Zhu^*, Yan Su, Zesheng Li, Chengchang Pan, Honggang Qi

IEEE ICME 2026 (CCF B). ^* Co-first author.

Architecture for HER2 expression prediction with flexible multimodal inputs

HER2 Expression Prediction with Flexible Multi-Modal Inputs via Dynamic Bidirectional Reconstruction

Jie Qin^*, Wei Yang^*, Yan Su, Yiran Zhu, Weizhen Li, Yunyue Pan, Chengchang Pan, Honggang Qi

ACM Multimedia 2025 (CCF A). ^* Co-first author.

Education

University of Science and Technology of China
Sep 2027 (incoming)

Master's Student · BIVLab
North China Electric Power University (Baoding)
2023 – 2027 (expected)

B.Eng. in Computer Science and Technology