Xiaochen Zheng

Researcher, Pharma Research and Early Development, F. Hoffmann-La Roche Ltd.

Joined

October 2022

Names

Xiaochen Zheng (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Pharma Research and Early Development, F. Hoffmann-La Roche Ltd. (roche.com)

2025 – Present

PhD student

Faculty of Science, University of Zurich (uzh.ch)

2022 – 2025

PhD student

ETH AI Center, ETHZ - ETH Zurich (ethz.ch)

2022 – 2025

MS student

ETHZ - ETH Zurich (ethz.ch)

2017 – 2021

Undergrad student

Dalian University of Technology (dlut.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu
- CoRR 2025
- Readers: Everyone
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma
- WWW 2025
- Readers: Everyone
TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning
Yinghao Zhu, Xiaochen Zheng, Ahmed Allam, Michael Krauthammer
- CoRR 2025
- Readers: Everyone
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M Harrison, Chengwei Pan, Junyi Gao, Liantao Ma
- WWW 2025 Poster
- Readers: Everyone
EHRFlow: A Large Language Model-Driven Iterative Multi-Agent Electronic Health Record Data Analysis Workflow
Hao Wu, Yinghao Zhu, Zixiang Wang, Xiaochen Zheng, Ling Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M Harrison, Junyi Gao, Liantao Ma
- KDD-AIDSH 2024 Oral
- Readers: Everyone
RetCare: Towards Interpretable Clinical Decision Making through LLM-Driven Medical Knowledge Retrieval
Zixiang Wang, Yinghao Zhu, Junyi Gao, Xiaochen Zheng, Yuhui Zeng, Yifan He, Bowen Jiang, Wen Tang, Ewen M Harrison, Chengwei Pan, Liantao Ma, Ling Wang
- KDD-AIDSH 2024 Poster
- Readers: Everyone
SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting
Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection
Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan
- Published: 01 Jan 2023, Last Modified: 07 May 2023
- WACV 2023
- Readers: Everyone
Dynamic Local Attention with Hierarchical Patching for Irregular Clinical Time Series
Xingyu Chen, Xiaochen Zheng, Amina Mollaysa, Manuel Schürch, Ahmed Allam, Michael Krauthammer
- Published: 01 Jan 2023, Last Modified: 09 Apr 2024
- CoRR 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 42 co-authors