Zheng Zhang

Zheng Zhang

Undergraduate student at Dalian Leicester Institute, Dalian University of Technology

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 include machine learning and its applications in computer vision, with a current focus on Continual Learning and Brain Inspired Computing. I have previously worked on image harmonization, image recognition, and AI for Science.

Work Experience

Research Intern
Institute of Automation, Chinese Academy of Sciences (CASIA)
Jan 2026 – Present
Research focus: Brain-inspired LLMs; Dendritic Computing; Long-context Memory; Efficient Linear-Time Sequence Modeling.

Research

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BTSP-CAM: A Brain-Inspired Geometric Memory for Class-Incremental Learning
First Author
ICML under review.
AAAI
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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]
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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
Preprint.
[Paper]

Projects

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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
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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
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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.