Linchao Pan (潘林朝)

I'm a second-year Master's student at Shenzhen University, under the supervision of Prof. Can Gao. I received an Honors Bachelor's degree in Software Engineering at Shenzhen University in 2023.

Email  /  CV  /  Google Scholar  /  Github

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Objective

My research objective is to develop novel methodologies for trustworthy AI under real-world data imperfections in data quality and distribution shifts. Through robust learning frameworks and interpretable decision mechanisms, I aim to enable reliable AI deployment in dynamic open-world scenarios.

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
  • [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
  • Internship Experience
  • Research Assistant, Hong Kong Baptist University, supervied by Prof. Kaiyang Zhou, Aug. 2025 - Jan. 2026 (expected)
  • Intern, Tencent AI Lab, working on the Computational Optimization Group, Jan. 2022 - May 2022

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