About Me

I am Hongli Shen (沈泓立), an undergraduate student majoring in Computer Science at Southern University of Science and Technology (SUSTech), with a GPA of 3.89/4.00. I also attended the NUS School of Computing Summer Workshop in 2025.

I am currently an Algorithm Intern in the Foundation Model Group at KNOWIN AI, working closely with Dr. Binghui Xie on embodied spatial intelligence and multimodal robot-data pipelines. Previously, I was a research intern at King Abdullah University of Science and Technology (KAUST), where I worked under the supervision of Prof. Di Wang and was mentored by Shaopeng Fu.

My research interests include large language models (LLMs), large reasoning models (LRMs), LLM agents, and embodied AI. I am actively looking for internship opportunities in both industry and academia. Please feel free to reach me via Email or WeChat.

Publications

Preprint 2026

Dual-Adversarial Safety Alignment: Cultivating Intrinsic Threat Comprehension in LRMs

Hongli Shen^*, Shaopeng Fu^*, Qinbo Zhang, Jian Li, Di Wang.

^* Equal contribution.

arXiv

Code

Scientific Data 2025

COph100: A comprehensive fundus image registration dataset from infants constituting the “RIDIRP” database

Yan Hu, Mingdao Gong, Zhongxi Qiu, Jiabao Liu, Hongli Shen, Mingzhen Yuan, Xiaoqing Zhang, Heng Li, Hai Lu, Jiang Liu.

arXiv

Education

Southern University of Science and Technology

B.Eng. in Computer Science 2023 – Present

GPA: 3.89/4.00; Rank: 12/152.

NUS School of Computing Summer Workshop

Summer Workshop May 2025 – Jul. 2025

Grade: A-.

Internship

KNOWIN AI

Algorithm Intern Oct. 2026 – Present

Foundation Model Group. Mentor: Dr. Binghui Xie.

Working on embodied spatial intelligence and multimodal robot-data pipelines.

Research Experience

Renmin University of China

Research Intern Jun. 2026 – Sep. 2026

Advisor: Shaolei Zhang. Research direction: LLM agents and environment scaling.

KAUST PRADA Lab

Research Intern Jan. 2026 – Sep. 2026

Advisor: Prof. Di Wang. Research direction: LLM safety and large reasoning models.

SUSTech iMed Lab

Research Intern Aug. 2024 – Jun. 2025

Advisor: Prof. Jiang Liu. Research direction: medical image processing.

Football

SUSTech University Football Team

Right-back and center-back Sep. 2024 – Present

11 appearances, 2 goals.

2024 Shenzhen City Tournament Third Place 2025 Shenzhen City Tournament Runner-up 2026 Shenzhen Suibian Manguan Cup Runner-up 2024 Governor's Cup Round of 32 2025 Governor's Cup Round of 16

Shuli College Football Team

Center-back; captain since Mar. 2025 Mar. 2024 – Present

12 appearances, 3 goals. Team Website

2024 College Cup Runner-up 2025 College Cup Third Place 2026 College Cup Runner-up

Shuli College Freshman Team

Sep. 2023 – Dec. 2023: 2 appearances, 0 goals.
Oct. 2026 (Captain): 3 appearances, 1 goal.

2026 Freshman Cup Runner-up

Awards