Linchao Pan

Linchao Pan (潘林朝)

I'm a PhD student at Hong Kong Baptist University (HKBU), under the supervision of Prof. Kaiyang Zhou. I received my Master's degree in Computer Science and Technology and Honors Bachelor's degree in Software Engineering from Shenzhen University in 2026 and 2023, respectively.

Objective

My current research focuses on LLM agents, with broader interests in building reliable AI systems for dynamic and open-world environments.

Publications

	Learning with open-world noisy data via class-independent margin in dual representation space Linchao Pan, Can Gao, Jie Zhou, Jinbao Wang, AAAI, 2025 Paper / Project Page / Code
	Three-way decision-based Takagi-Sugeno-Kang fuzzy classifier for partially labeled data Linchao Pan, Can Gao, Jie Zhou, Gong Chen, Xiaodong Yue, Applied Soft Computing, 2024 Paper
	Three-way decision-based tri-training with entropy minimization Linchao Pan, Can Gao, Jie Zhou, Information Sciences, 2022 Paper
	Kernelized fuzzy rough sets-based three-way feature selection Xingchen, Liu, Liuxin, Wang, Linchao Pan, Can Gao, International Joint Conference on Rough Sets, 2022 Paper

Honors and Awards

[2026] Shenzhen University Outstanding Graduate

[2025] National Scholarship for Master Students, Ministry of Education

[2025] First Prize of Academic Scholarship, SZU

[2024] First Prize of Academic Scholarship, SZU

[2023] Special Prize of Academic Scholarship, SZU

[2023] Shenzhen University Outstanding Graduate

[2023] Shenzhen University Honored Bachelor Degree

[2023] Shenzhen University's 2023 100 Outstanding Undergraduate Thesis (Design)

[2023] Shenzhen University Tencent Innovation Scholarship>

[2022] Third Prize of Learning Star, SZU

[2022] First Prize of Double Innovations Star, SZU

[2022] Ministry of Education -- Huawei Smart Base "Future Star"

[2022] First Prize in the 13th Lanqiao Cup competition (Guangdong Province)

[2022] Youth League 2022 "Liyuan Challenge · Climbing" Fund, SZU

[2021] Third Prize in the National Innovation Finals of the Huawei ICT Competition 2021

[2021] Student Innovation and Development Fund Basic Experimental Project, SZU

[2021] Guangdong Provincial Undergraduate Training Programs for Innovation and Entrepreneurship

[2021] Third Prize of Learning Star, SZU

[2021] Third Prize of Public Welfare Star, SZU

[2020] Third Prize of Learning Star, SZU

Teaching Assistant

[2024 Fall] Artificial Intelligence and Machine Learning, Introduction to Artificial Intelligence

[2024 Spring] Artificial Intelligence Overview, Introduction to Artificial Intelligence

[2023 Fall] Artificial Intelligence and Machine Learning, Introduction to Artificial Intelligence

[2023 Spring] Artificial Intelligence Overview

[2022 Fall] Artificial Intelligence and Machine Learning, Introduction to Artificial Intelligence

[2022 Spring] Artificial Intelligence Overview

[2021 Fall] Data Structures

Experience

Research Assistant, Hong Kong Baptist University, supervised by Prof. Kaiyang Zhou, Aug. 2025 - Aug. 2026

Intern, Tencent AI Lab, Computational Optimization Group, Jan. 2022 - May 2022

Thank Jon Barron for sharing his website's source code.