Hello! My name is Zheng Zhang(张政), an undergraduate student majoring in Foundations of Mathematical Science at Dalian University of Technology. My research interests lie in machine learning and computer vision, with a focus on continual learning, spatial intelligence, and world models for evolving environments.

I will soon begin my M.Phil. studies at HKUST(GZ), and I am also seeking Ph.D. opportunities for Fall 2027 / Spring 2028.

📖 Experience

• 2026.02-2026.09, Research Intern, Brain-AI Lab, Institute of Automation, Chinese Academy of Sciences (CASIA)

🔬 Research

ACMMM

When Classes Evolve: A Benchmark and Framework for Stage-Aware Class-Incremental Learning

Zheng Zhang, Tao Hu, Xueheng Li, Yang Wang, Rui Li, Jie Zhang, Chengjun Xie

ACM International Conference on Multimedia. ACMMM 2026

[Paper]

ICML

BTSP-CAM: A Brain-Inspired Geometric Memory for Class-Incremental Learning

Zheng Zhang, Jiaye Yang, Qingjie Guo, Jiangrong Shen, Long Chen, Qi Xu

International Conference on Machine Learning. ICML 2026

[Paper]

AAAI

SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms

Yuzhou Zhu, Zheng Zhang, Ruyi Zhang, Liang Zhou

AAAI Conference on Artificial Intelligence. AAAI 2026

[Paper]

💻 Projects

Linggong IntelliVision: Pioneer in Multifunctional AI Imaging Platform

Leader

• National Second Prize, The 18th International Contest of innovAtioN (iCAN), 2024
• National Third Prize, Global Campus Artificial Intelligence Algorithm Elite Competition, 2025
• National Third Prize, China Collegiate Computing Contest (C4) – AIGC Innovation Contest, 2025
• Gold Award, China International College Students' Innovation Competition (DUT Campus Selection), 2025

EchoForest: World's First Pixelated Spatial Audio Sound System

Third Member, Algorithm & Software Lead

• Bronze Award, China International College Students' Innovation Competition, 2025
• Provincial First Prize, "Challenge Cup" Liaoning College Students' Entrepreneurship Competition, 2024
• First Prize, DUT "Pandeng Cup" Innovation and Entrepreneurship Competition, 2024

Intelligent Chemical Titration Analysis Device Based on Pruned YOLOv8

Leader

• National First Prize, Intelligent Chemistry Experiment Challenge, 2024
• First Prize (Ranked 1st), DUT Intelligent Chemistry Experiment Challenge, 2024

📝 Academic Services

• Conference Reviewer: AAAI.
• Journal Reviewer: KBS.