Wentao (Tony) Ma
@ BosonAI
|
 |
Introduction
The research areas I'm focusing on are MLLMs and GenAI. I enjoy improving and exploring the ability of MLLMs and Diffusion models and applying them to other fields like Robotics and Bio-Science.
Currently, I'm a Master's student at University of Toronto advised by Zhijing Jin. We focusing on developing foundation models for Long-audio understanding and generation. Also, I'm working closely with Wenhu Chen on the Long-Video understanding field.
Before that, I spent one fantastic year at Imperial College London, supervised by Edward Johns. We validate and improve the Multi-Modal pattern learning ability of VLMs and apply them to Robotics.
I got my bachelor's degree from Beihang University, School of ShenYuan Honors College, and my major is Computer Science.
I like photographing and I'm one of the members of Toronto Photo Walk(ToPW). I'm also interested in all kinds of sports, including snowboarding and tennis.
News
- [05/2025] I join @BosonAI as a Machine Learning Engineer Intern!
- [04/2025] We publish ProT-GFDM, a generative fractional diffusion model for protein generation.
- [03/2025] We publish Vamba, an Efficient Long-Video understanding model.
- [01/2025] I become a Machine Learning Associate @ Vector Institute!
- [10/2024] I grduate from MSc Computing Program @ Imperial with Distinction!
- [09/2024] We introduce Paint2Plan, a VLM method enabling imitation leaning in Robotics.
- [06/2024] I present the 'LLM Echo Chamber' project on MLCSS @Imperial.
- [08/2023] I become a AWS Certified Solutions Architect!
- [05/2023] I finish my graduation design at Beihang university with a paper published.
- [01/2023] I finished interning with the Multi-Obj-Tracking project at Sony.
- [06/2022] I join TikTok as an intern.
Papers
|
ProT-GFDM: A Generative Fractional Diffusion Model for Protein Generation Xiao Liang*, Wentao Ma*, Eric Paquet, Herna Lydia Viktor, Wojtek Michalowski Preprint |
|
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren, Wentao Ma, Huan Yang, Cong Wei, Ge Zhang, Wenhu Chen Preprint |
|
Paint2Plan: Image Painting Enables Imitation Learning with VLMs Tony Ma, Teyun Kwon, Edward Johns Preprint |
|
LLM Echo Chamber: personalized and automated disinformation Tony Ma, Yves-Alexandre de Montjoye Machine Leanrning and Cyber Security Symposium (MLCSS), Imperial, 2024 |
|
Boosting Transferability of Adversarial Patches with Visual Relations Tony Ma, Songze Li, Yisong Xiao, Shunchang Liu Conference on Computer Vision and Pattern Recognition (CVPR), AdvVision Workshop, 2023 |
Experience
|
Boson AI Machine Learning Engineer Intern Designing a high-performance State-Space-Model(SSM) based Text-To-Speech(TTS) foundation model May.2025 - Present [website] |
|
Vector Institute Machine Learning Associate Designed a Geo-filtering RAG system with Global Spatial Technology Solutions(GSTS) Jan.2025 - Apr.2025 [website] |
|
Smart Camera, Semiconductor Solutions Group, SONY Edge AI Engineer Intern Video Object Tracking / Model Qutilization / Edge Computing |
|
TikTok Pay, ByteDance Software Engineer Intern Objective-C / REST API / CICD May.2022 - Aug.2022 [website] |
Projects
|
Multi-Obj-Tracking A Muti-object tracking model based on CenterNet [link] |
|
SysY-Compiler a toy compiler of sys_y grammar [link] |
|
Hotel Renting System A full stack Hotel renting system using Vue and Django [link] |
Selected Certifications and Awards
| AWS Certified Solution Architect (Associate) --- 2026 |
| Distinction @ Imperial College London --- 2024 |
| Outstanding Graduates of Beihang University --- 2023 |
| Honorable Mention of Mathematical Contest in Modeling --- 2022 |
| Scholarship for Academic Excellence of Beihang University --- 2020/2021/2022 |
| Scholarship for Discipline Competitions of Beihang University --- 2020/2021/2022 |
| Third Prize of Beijing Municipal Physics Competition --- 2020 |
| Excellent Student Leader of Beihang university --- 2020 |
Student Work
| University of Toronto --- Teaching Assistant for CSC209 --- 2025 |
| Hurricane Skateboarding Club of Beihang University --- Director --- 2021 |
| Honors College of Beihang University --- Mentor --- 2021 |
| Student Union of Beihang University --- Leading Member --- 2020 |
Collaborate With (with no order)
| @ University of Waterloo: Wenhu Chen, Weiming Ren, |
| @ University of Toronto: Zhijing Jin, |
| @ Imperial College: Dr.Edward Johns, Teyun Kwon, Dr.Yves-Alexandre de Montjoye, Sarthak Das |
| @ Beihang University: Dr.Xianglong Liu, Dr.Aishan Liu, Shunchang Liu, Songze Li |
| @ Sony: Mr.Bojie Zhang, Mr.Eric Gao |
© Wentao Ma | Template From Dr.YueMing Jin | Last updated: May 2025