Hi, I am Hengle Jiang. I am a PhD student at Department of Computer Science and Engineering, Southern University of Science and Technology, supervised by Prof. Ke Tang (IEEE Fellow). I obtained my B.Eng. degree from the same department, where I was fortunate to be mentored by Prof. Qi Hao and Dr. Dachuan Li. I am also a research intern at MINSys Group @ HKUST CSE, supervised by Prof. Xiaomin Ouyang.

I’m always open to collaboration! If you have a research idea or want to work together in any project, feel free to reach out — I’d love to connect (hjiangbg@connect.ust.hk).

Research Interest

My research focuses on building Safe, Robust, and Reliable autonomy systems that can operate effectively in complex, real-world environments. I focus on:

Agent Safety & Evaluation: Investigating “Agentic Pressure” to understand and mitigate safety risks and “normative drift” in LLM-based autonomous agents.
Embodied Robustness & Uncertainty: Developing uncertainty quantification for VLMs Autonomous Driving and view-invariant 3D Human Pose Estimation to ensure reliable perception in the wild.

News

2026.02: 🎉🎉 One paper is accepted by ICLR 2026 Workshop Reliable Autonomy.
2026.01: 🎉🎉 Two papers are accepted by ACM/IEEE SenSys 2026.
2025.09: 🎉🎉 One paper is accepted by ACM MobiCom 2025 Demo.

Educations

2025.09 - now, Doctor of Philosophy, Computer Science and Technology, SUSTech.
2021.09 - 2025.06, Bachelor of Engineering, Computer Science and Technology, SUSTech.

Internships

2024.08 - now, MINSys Group @ HKUST CSE, Hong Kong SAR, China.
2022.06 - 2023.04, SZ DJI Technology Co.,Ltd.

Teaching

2026 Spring, CS311H: Artificial Intelligence (Honor Track), SUSTech, Teaching Assistant
2025 Fall, CS112: Introduction to Python Programming, SUSTech, Teaching Assistant

Services