Shuntian Zheng

About Me

I am a first-year PhD student in the Dept. of Computer Science at the University of Warwick, supervised by Dr Yu GuanLink opens in a new window.

Research Interests

Now my research mainly focuses on Human perception tasks based on wireless signals (WiFi, mmWave).

At the same time, I am also interested in and have conducted some research on various artificial intelligence tasks, such as quality analysis and aesthetic analysis of images and videos, the interpretability of deep learning models, and some AIGC technologies. During my undergraduate studies, I worked on automatic repair of photo exposure and clarity status as well as output some interpretation at ZTE in Nanjing and Xiaomi in Shanghai.

I always hope to design a unique processing solution for a special task in a field based on the physical properties of the special research object, to achieve higher usability and lower complexity, fundamentally realize the explainability of AI methods

Contact

Email:

Room: MB4.20

Education

The University of Warwick, Coventry, UK

PhD student, 3D Human Pose Estimation via mmWave Sensing (Oct 2024 - Now)

Beijing University of Posts and Telecommunications, Beijing, China

BEng, Computer Science_ (Sep 2020 - Jun 2024)

Publications:

[PAPER] lEA: Pixel-level lmage Exposure Assessment Using Zone Exposure Theory (accepted by NIPS 2024)

Shuai He, Shuntian Zheng, Anlong Ming, Banyu Wu, Huadong Ma

[PAPER] DA3Attacker: A Difusion-based Attacker against *** (under IEEE Trans. On Image Processing review)

(submitted in March 2024, received and submitted minor feedback in March 2025, and now in June 2025, still no decision)

Shuntian Zheng, *

[PAPER] EAT: An Enhancer for Aesthetics-Oriented Transformers (accepted by ACM MM 2023)

Shuai He, Shuntian Zheng, Anlong Ming, Haobin Zhong, Huadong Ma

[PAPER] Delegate Transformer for lmage Color Aesthetics Assessment (accepted by lCCV 2023)

Shuai He, Anlong Ming, Yaqi Li, Shuntian Zheng , Jinyuan Sun , Huadong Ma

[PAPER] Controlled node dialogue in loT networks based on nonlocal orthogonalproduct states (accepted byJOCN ( SCl:Q1))

Bichen Che, Shuntian Zheng, Zhao Dou, Xiubo Chen, lixiang Li, Jian Li, Yixian Yang

[STANDARD] Metadata for image aesthetics assessment with aesthetic attributes inmobile terminal computational photography system (consented by International Telecommunication Union)

[PATENT] lmage Aesthetic Evaluation Methods, Devices, Electronic Equipment and Storage Media

Main Inventor

[PATENT] Decentralized Management Technology for University Scholarships Based on Digital Currency

Main Inventor

Competitions：

First Place at NTlRE 2024 lmage video quality assessment track

As a participant in my laboratory

First Place at NTlRE 2023 lmage video quality assessment track

As a participant in my laboratory

Other Works:

I have written some articles for beginners of mathematical modeling, which are saved on CNKI. They are all very basic works with limited academic value, but they are the results of my initial learning stage in the field of professional research:

· Concise Option Pricing Model (Finance): https://x.cnki.net/xmrd#/detail/XMRD202206240016

· How to identify a piece of music? (Pattern Recognition and Intelligent System): https://x.cnki.net/xmrd#/detail/XMRD202109260001

· "Entropy" in the life course (Biophysics): https://x.cnki.net/xmrd#/detail/XMRD202202080001

· Dissemination of Internet Public Events (): https://x.cnki.net/xmrd#/detail/XMRD202202140002

· When will the inflection point of the Shanghai epidemic appear? Use theSIR model to see (Epidemic and Biostatistics): https://x.cnki.net/xmrd#/detail/XMRD202202100005

· Communication Theoretical Description of Genetic Phenomena (Genetics): https://x.cnki.net/xmrd#/detail/XMRD202110140004

· Approximate lModel of Blast Furnace Smelting Process (Metallurgica Engineering): https://x.cnki.net/xmrd#/detail/XMRD202110290019

· How to Model Complex Dynamic Networks (System Engineering): https://x.cnki.net/xmrd#/detail/XMRD202111040001

· Fire detection and situation assessment model (Photogrammetry and Remote Sensing): https://x.cnki.net/xmrd#/detail/MRD202202170001

· Document Grouth Model (Library Information and Archives Management): https://x.cnki.net/xmrd#/detail/XMRD202112010006

· Accelerating information Retrieval Using Quantum Language Models (Theoretical Physics): https://x.cnki.net/xmrd#/detail/XMRD202204280002

· How the financial crisis happened (Finance): https://x.cnki.net/xmrd#/detail/XMRD202206240016