Xiao Wang

Researcher, Tiktok

Joined

October 2019

Names

Xiao Wang (Preferred)

Emails

****@purdue.edu (Confirmed)

****@gmail.com (Confirmed)

****@uw.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Tiktok (tiktok.com)

2025 – Present

Postdoc

Genome Science, University of Washington (uw.edu)

2024 – 2025

PhD student

Computer Science, Purdue University (purdue.edu)

2018 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Sheng Wang

2024 – 2025

PhD Advisor

Daisuke Kihara

2018 – 2023

Expertise

Vision Language Model

2024 – Present

Self-Supervised Learning

2019 – Present

Computer Vision

2018 – Present

Bioinformatics

2018 – Present

Intelligent Systems

2017 – Present

Publications

Machine Learning for Synthetic Data Generation: a Review
Yingzhou Lu, Lulu Chen, Yuanyuan Zhang, Minjie Shen, Huazheng Wang, Xiao Wang, Capucine van Rechem, Tianfan Fu, Wenqi Wei
- arXiv
- Readers: Everyone
$\texttt{GEM}$: 3D Gaussian Splatting for Efficient and Accurate Cryo-EM Reconstruction
Huaizhi Qu, Xiao Wang, Gengwei Zhang, Jie Peng, Tianlong Chen
- Submitted to ICLR 2026
- Readers: Everyone
CryoNeRF: reconstruction of homogeneous and heterogeneous cryo-EM structures using neural radiance field
Huaizhi Qu, Xiao Wang, Yuanyuan Zhang, Sheng Wang, William Noble, Tianlong Chen
- BioRxiv
- Readers: Everyone
Biomedical Foundation Model: A Survey
Xiangrui Liu, Yuanyuan Zhang, Yingzhou Lu, Changchang Yin, Xiaoling Hu, Xiaoou Liu, Lulu Chen, Sheng Wang, Alexander Rodríguez, Huaxiu Yao, Yezhou Yang, Ping Zhang, Jintai Chen, Tianfan Fu, Xiao Wang
- Arxiv
- Readers: Everyone
A generalizable Hi-C foundation model for chromatin architecture, single-cell and multi-omics analysis across species
Xiao Wang, Yuanyuan Zhang, Suhita Ray, Anupama Jha, Tangqi Fang, Shengqi Hang, Sergei Doulatov, William Noble, Sheng Wang
- BioRxiv
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks
- Readers: Everyone
FM-TS: Flow Matching for Time Series Generation
Yang Hu, Xiao Wang, Lirong Wu, Huatian Zhang, Stan Z. Li, Sheng Wang, Tianlong Chen
- Submitted to ICLR 2025
- Readers: Everyone
CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation
Xiao Wang, Jingen Liu, Tao Mei, Jiebo Luo
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun et al. (4 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 82 co-authors