Exploring intelligence.

ACADEMIC PORTFOLIO

Kaixin Deng

Exploring intelligence. Research, experiments & things worth building.

This website was originally created for Master's program applications and is no longer being updated as of January 1, 2026.

About me

Google Scholar GitHub


Education

Research Student
Faculty of Information Science and Technology, HOKKAIDO UNIVERSITY
(Apr 2025 – Mar 2026)

Undergraduate Student
College of Computer Science and Cyber Security, CHENGDU UNIVERSITY OF TECHNOLOGY
(Sep 2020 – Jun 2024)


Internship

Assistant Engineer
Jiangxi Qiushi Academy for Advanced Studies (Zhejiang University Nanchang Research Institute), Nanchang, China
(Jul 2024 – Aug 2024)

Python Intern
Wuhan University (Intelligent Linked Open Data), Wuhan, China
(Mar 2024 – Jun 2024)


Contact

dengkaixin2077@gmail.com

I'm always eager to learn and humbled by new challenges—whether in cutting‑edge research or hands‑on engineering.
Please feel free to reach out if you'd like to discuss ideas, explore collaborations, or have any questions!

Publications

The full publication list is available on Google Scholar.

NeurIPS

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Du, X., Yao, Y., Ma, K., Wang, B., Zheng, T., … Deng, K., … & MAP Team (2025).

Paper arXiv:2502.14739 Homepage Code
ByteDance DOUBAO LLM Team

ACL

Can MLLMs Understand the Deep Implication Behind Chinese Images?

Zhang, C., Feng, X., Bai, Y., Du, X., Hou, J., Deng, K., … & Ni, S. (2025).

Paper arXiv:2410.13854 Homepage Code
Chinese Academy of Sciences

Systems

Multi-Stage Simulation of Residents’ Disaster Risk Perception and Decision-Making Behavior: An Exploratory Study on Large Language Model-Driven Social–Cognitive Agent Framework

Zhao, X., Wang, H., Dai, C., Tang, J., Deng, K., … & Morikawa, S. (2025).

Paper
The University of Tokyo

Plos One

OS-DETR: End-to-end brain tumor detection framework based on orthogonal channel shuffle networks

Deng, K., Wen, Q., Yang, F., Ouyang, H., Shi, Z., … & Wu, Z. (2025).

Paper
Chengdu University of Technology

IEEE Access

An Innovative Personalized Recommendation Approach Based on Deep Learning and User Review Content

Wu, Z., Wen, Q., Yang, F., & Deng, K. (2024).

Paper
Chengdu University of Technology

ICCV Workshop

VQualA 2025 Challenge on Image Super-Resolution Generated Content Quality Assessment: Methods and Results

Paper arXiv:2509.06413
Challenge Technique Report

ICCV Workshop

VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results

Paper arXiv:2508.18445
Challenge Technique Report

ICCV Workshop

VQualA 2025 Document Image Quality Assessment Challenge

Paper
Challenge Technique Report

CVPR Workshop

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

Paper arXiv:2504.12711
Challenge Technique Report

arXiv

IWN: Image Watermarking Based on Idempotency

Deng, K. (2024).

arXiv:2409.19506

Patent

基于深度学习及用户评论内容的个性化推荐方法

温泉, 邬兆望, 黄于鉴, 王志民, 冯何阳, 邓楷馨, … (2024).

Chinese Invention Patent
Chengdu University of Technology

Awards

Second Prize 2024 ASC Student Supercomputer Challenge

Second Prize 2024 Tencent AI Arena Global Open Competition

First Prize 2024 SF‑X Tanke Cup Smart Supply Chain University Elite Challenge

First Prize 2023 5th Global AI Algorithm Elite Competition National Finals

Silver Award 2023 "Kaiyi Automobile Cup" Southern Sichuan University Student New Energy Vehicle Design Competition

First Prize 2022 "Game World Cup" China Collegiate Computer Game Competition & 16th China Computer Game Championship

Ongoing work

No ongoing work has been listed.