Mengfan Wang

Researcher, Huawei Technologies Ltd.

Joined

May 2021

Names

Mengfan Wang (Preferred)

Emails

****@vt.edu (Confirmed)

,

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2024 – Present

PhD student

Virginia Tech (vt.edu)

2019 – 2024

MS student

Virginia Tech (vt.edu)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2024

Expertise

Low-level vision & LLM agent

2024 – 2025

Bio-imaging processing

2018 – 2024

Publications

QuantDemoire: Quantization with Outlier Aware for Image Demoiréing
Zheng Chen, Kewei Zhang, Xiaoyang Liu, Weihang Zhang, Mengfan Wang, Yifan Fu, Yulun Zhang
- Submitted to ICLR 2026
- Readers: Everyone
NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
Wei Zheng, James Cheng Peng, Zeyuan Hou, Boyu Lyu, Mengfan Wang, Xuelong Mi, Shuoxuan Qiao, Yinan Wan, Guoqiang Yu
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
Xuelong Mi, Mengfan Wang, Alex Bo-Yuan Chen, Jing-Xuan Lim, Yizhi Wang, Misha Ahrens, Guoqiang Yu
- Published: 31 Oct 2022, Last Modified: 12 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
Xuelong Mi, Mengfan Wang, Alex Chen, Jing-Xuan Lim, Yizhi Wang, Misha B. Ahrens, Guoqiang Yu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeurIPS 2022
- Readers: Everyone
An Unsupervised Approach to Detect Microglia Tip in Volumetric Fluorescence Imaging Data
Mengfan Wang, Kathleen Whiting, Fritz W. Lischka, Zygmunt Galdzicki, Guoqiang Yu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ISBI 2022
- Readers: Everyone
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation
Mengfan Wang, Boyu Lyu, Guoqiang Yu
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- ICML 2021
- Readers: Everyone

Co-Authors