School of Information Sciences Computer Vision and Machine Learning Group
Haori Lu

Haori Lu

Ph.D. Student, Computer Vision and Machine Learning Group
University of Illinois Urbana-Champaign

[email protected]

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About

Haori Lu is currently a first-year Ph.D. student in the Computer Vision and Machine Learning Group at the University of Illinois Urbana-Champaign, advised by Prof. Yaoyao Liu and Prof. Yingying Li. Before that, Haori received a Master's degree at the College of Computer Science, Nankai University, supervised by Prof. Xialei Liu, and a bachelor's degree from the College of Cyberspace Security, Nankai University.

Haori's current research interests lie in enhancing models' adaptability to complex, real-world environments and empowering them with human-like capabilities for lifelong knowledge acquisition. Specifically, the research focuses on:

  • Continual Learning: Continuously expanding the boundaries of model capabilities across sequential tasks while overcoming the catastrophic forgetting of previously acquired knowledge.
  • Self-evolving Agents: Enabling agents and foundation models to summarize experiences and evolve within their environments, achieved through memory mechanisms and representation learning.

Publications

School of Information Sciences Computer Vision and Machine Learning Group

614 E. Daniel St. MC-314
Champaign, IL 61820-7999

Phone: (217) 300-0910

Email: [email protected]