Jie Huang黄洁

Incoming Ph.D. Student · Fall 2027
Member of PKU-VaLuE Lab · Advised by Prof. Yiwu Zhong, PKU

Biography

I am an incoming Ph.D. student at SJTU and BIGAI, and a member of the PKU-VaLuE Lab, advised by Prof. Yiwu Zhong at PKU. My current research focuses on Embodied AI, Recursive Self-Improvement, and Agentic AI. Earlier, I also worked on diffusion models, remote-sensing image fusion, and psychology.

I am also a fourth-year undergraduate student in the Yingcai Honor College at UESTC (2023–2027), majoring in Mathematics-Physics Fundamental Science. I am the founder of UESTC AI Club.

👋 If you're interested in my research or just want to chat, feel free to reach out by email or .

News

2026-10-XX Released EmbodiedCLBench, a benchmark in embodied simulation for evaluating the continual learning capability of self-evolving agents, together with the code and dataset.
2026/05/21 Released M³Eval, a benchmark for multimodal memory in long-form video, together with the code and dataset.
2025/04/19 Released code and weights for ADWM, a general adaptive dual-level weighting mechanism for pansharpening.
2025/02/07 Released the WFANet codebase for wavelet-assisted multi-frequency attention in pansharpening.

Experience

PKU Research Intern with Yiwu Zhong — Multi-Modal LLMs.

09/2025 - Present
BIGAI Research Intern with Yiwu Zhong — Agent Self-Evolution.

07/2026 - 08/2026
UTAustin Research Intern with Qiang Liu — Diffusion Large Language Model.

03/2025 - 09/2025
UESTC Research Intern with Liangjian Deng — Remote-Sensing Image Fusion.

01/2024 - 03/2025

Selected Publications

(* equal contribution · † corresponding author) Full list on Google Scholar

EmbodiedCLBench overview: learning basic skills and composing them to solve advanced tasks

EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents

arXiv 2026

Jie Huang*, Yanan Chen*, Ruixun Liu*, Kaichen He, Xinyi He, Rui Huang, Zilong Zheng, Zhenliang Zhang, Yiwu Zhong†

Project Page Code Dataset

M³Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks

arXiv 2026

Jie Huang*, Ruixun Liu*, Sirui Sun, Xinyi Yang, Yin Li, Yixin Zhu, Yiwu Zhong†

Project Page Code Dataset 21

A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening

CVPR 2025

Jie Huang*, Haorui Chen*, Jiaxuan Ren, Siran Peng, Liangjian Deng†

PDF Code 39

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening

AAAI 2025 Oral

Jie Huang*, Rui Huang*, Jinghao Xu, Siran Peng, Yule Duan, Liangjian Deng†

PDF Code 35

Education

University of Electronic Science and Technology of China (UESTC) B.Eng. in Mathematics-Physics Fundamental Science · Yingcai Honor College GPA 3.99/4.0

Sep 2023 – Jun 2027 (expected)

Selected Honors & Awards

National Scholarship Top recipient in the college

2024

Services

Founder UESTC AI Club I spent the best years of my undergraduate life with friends such as Rui Huang, Haorui Chen, Mengyu Yang, Zeyu Xia, Chang Zou, and others.