Wenao Ma

Researcher, Huawei Technologies Ltd.

Joined

November 2020

Names

Wenao Ma (Preferred)

Wenao MA

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2024 – Present

PhD student

Department of Computer Science and Engineering, The Chinese University of Hong Kong (cuhk.edu.hk)

2020 – 2024

MS student

Department of Informatics and Communication Engineering, Xiamen University (xmu.edu.cn)

2017 – 2020

Undergrad student

Department of Electronic Science, Xiamen University (xmu.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Qi Dou

Present

Expertise

Large Language Model

2024 – 2024

Medical Image Analysis

2017 – 2024

Publications

From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training
Donglai Xu, Hongzheng Yang, Yuzhi Zhao, Pingping Zhang, Jinpeng Chen, Wenao Ma, Zhijian Hou, Mengyang Wu, Xiaolei Li, Senkang Hu, Ziyi Guan, Jason Chun Lok Li, Lai Man Po
- CoRR 2025
- Readers: Everyone
Adaptive Rollout Allocation for Online Reinforcement Learning with Verifiable Rewards
Hieu Trung Nguyen, Bao Nguyen, Wenao Ma, Yuzhi Zhao, Ruifeng She, Viet Anh Nguyen
- ICLR 2026 Poster
- Readers: Everyone
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong
- CoRR 2025
- Readers: Everyone
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage
Wenao Ma, Cheng Chen, Yuqi Gong, Nga Yan Chan, Meirui Jiang, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
- IEEE Trans. Medical Imaging 2024
- Readers: Everyone
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation
Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou
- Medical Image Anal. 2024
- Readers: Everyone
Segmentation of Tiny Intracranial Hemorrhage Via Learning-to-Rank Local Feature Enhancement
Shizhan Gong, Yuan Zhong, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
- ISBI 2024
- Readers: Everyone
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
- CoRR 2023
- Readers: Everyone
Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification
Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou
- IPMI 2023
- Readers: Everyone
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data
Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou
- CoRR 2023
- Readers: Everyone

View all 28 publications

Co-Authors

View all 96 co-authors