Dengming Zhang

Master's Student @ Zhejiang University

Mail: dmz@zju.edu.cn

I am seeking PhD opportunities for Fall 2026. Any information is appreciated. 🙏

Hello there, I'm Dengming Zhang, a master's student at the Zhejiang University.

My currently primary research interests focus on AI for Creativity, including Multimodal LLM, Generative AI (Image/Music) and Affective Computing. At the same time, I have researched on the Meta-learning and HCI on the side.

By the way, I am good at combining scientific research with engineering implementation, and I have rich experience in front-end development, back-end development, and cluster devops. Some of the open source projects that I lead/participate in can be found on my Github.

News

2025/07

Two papers on Controllable Music Generation got accepted to ACM MM 2025. 🎉

2025/06

A paper on Controlled Text Rendering Image Generation got accepted to ICCV 2025. 🎉

2024/12

A paper on Personalized Emotion Recognition got accepted to AAAI 2025. 🎉

2024/08

A paper on Controlled Style Image Generation got accepted to UIST 2024. 🎉

Main Publications

AAAI 25

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2025

AAAI 25

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2025

Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization

Dengming Zhang, Kai Zheng, Yin Bai, Dengke Yao, Dewei Yang, Shaowang Wang

Measurement Science and Technology 2022

Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization

Dengming Zhang, Kai Zheng, Yin Bai, Dengke Yao, Dewei Yang, Shaowang Wang

Measurement Science and Technology 2022

UIST 24

StyleFactory: Towards Better Style Alignment in Image Creation through Style-Strength-Based Control and Evaluation

Mingxu Zhou, Dengming Zhang, Weitao You, Ziqi Yu, Yifei Wu, Chenghao Pan, Huiting Liu, Tianyu Lao, Pei Chen

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST) 2024

UIST 24

StyleFactory: Towards Better Style Alignment in Image Creation through Style-Strength-Based Control and Evaluation

Mingxu Zhou, Dengming Zhang, Weitao You, Ziqi Yu, Yifei Wu, Chenghao Pan, Huiting Liu, Tianyu Lao, Pei Chen

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST) 2024

ICCV 25

FonTS: Text Rendering with Typography and Style Controls

Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou

International Conference on Computer Vision (ICCV) 2025

ICCV 25

FonTS: Text Rendering with Typography and Style Controls

Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou

International Conference on Computer Vision (ICCV) 2025

ACM MM 25

Controllable Video-to-Music Generation with Multiple Time-Varying Conditions

Junxian Wu, Weitao You, Heda Zuo, Dengming Zhang, Pei Chen, Lingyun Sun

33rd ACM International Conference on Multimedia (ACM MM) 2025

ACM MM 25

Experience

Tencent

Algorithm Engineer2025.04 - 2025.06

Shenzhen, China

Work on Game Character Material Generation with animation

Tencent

2025.04 - 2025.06

Algorithm EngineerShenzhen, China

Work on Game Character Material Generation with animation

Awards

First Zhaoyuan Chengen Technology Innovation Scholarship (Top 1)
2021.12, University-wide Unique Award
First-Class Academic Scholarship (Top 5%)
2022.12, 2021-2022 Academic Year
First-Class Academic Scholarship (Top 5%)
2021.12, 2020-2021 Academic Year
First-Class Academic Scholarship (Top 5%)
2020.12, 2019-2020 Academic Year
First Prize in Chongqing, National Electronic Design Contest
2022.01, Chongqing Municipal Education Commission
First Prize, TI Cup Electronic Design Contest
2020.11, Chongqing Municipal Education Commission
Chongqing Excellent Undergraduate Graduation Thesis
2023.06, Chongqing Municipal Education Commission

First Zhaoyuan Chengen Technology Innovation Scholarship (Top 1)
2021.12, University-wide Unique Award
First-Class Academic Scholarship (Top 5%)
2022.12, 2021-2022 Academic Year
First-Class Academic Scholarship (Top 5%)
2021.12, 2020-2021 Academic Year
First-Class Academic Scholarship (Top 5%)
2020.12, 2019-2020 Academic Year
First Prize in Chongqing, National Electronic Design Contest
2022.01, Chongqing Municipal Education Commission
First Prize, TI Cup Electronic Design Contest
2020.11, Chongqing Municipal Education Commission
Chongqing Excellent Undergraduate Graduation Thesis
2023.06, Chongqing Municipal Education Commission

Dengming Zhang

Master's Student @ Zhejiang University

Mail: dmz@zju.edu.cn

News

Main Publications

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization

Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization

StyleFactory: Towards Better Style Alignment in Image Creation through Style-Strength-Based Control and Evaluation

StyleFactory: Towards Better Style Alignment in Image Creation through Style-Strength-Based Control and Evaluation

FonTS: Text Rendering with Typography and Style Controls

FonTS: Text Rendering with Typography and Style Controls

Controllable Video-to-Music Generation with Multiple Time-Varying Conditions

Controllable Video-to-Music Generation with Multiple Time-Varying Conditions

WordCon: Word-level Typography Control in Scene Text Rendering

WordCon: Word-level Typography Control in Scene Text Rendering

Experience

Tencent

Tencent

Awards

First Zhaoyuan Chengen Technology Innovation Scholarship (Top 1)

First-Class Academic Scholarship (Top 5%)

First-Class Academic Scholarship (Top 5%)

First-Class Academic Scholarship (Top 5%)

First Prize in Chongqing, National Electronic Design Contest

First Prize, TI Cup Electronic Design Contest

Chongqing Excellent Undergraduate Graduation Thesis

First Zhaoyuan Chengen Technology Innovation Scholarship (Top 1)

First-Class Academic Scholarship (Top 5%)

First-Class Academic Scholarship (Top 5%)

First-Class Academic Scholarship (Top 5%)

First Prize in Chongqing, National Electronic Design Contest

First Prize, TI Cup Electronic Design Contest

Chongqing Excellent Undergraduate Graduation Thesis