Zhiping Wu (吴志平) Research Assistant (科研助理) Reasoning & Learning Group National Institute of Healthcare Data Science Department of Computer Science and Technology State Key Laboratory for Novel Software Technology Nanjing University Email: zhipingwu@nju.edu.cn; zhipingwucn@gmail.com Office: Room 2611, Meng Minwei Building, Gulou Campus of Nanjing University, Nanjing 210008, China [Google Scholar] [Github]

Biography

Currently, I am an Research Assistant of National Institute of Healthcare Data Science at Nanjing University and a member of Reasoning and Learning Research Group, led by professor Yang Gao.

News

• [05/2024]: Our CL-MMFM-24 will be held at the ACMM MM 2024 workshop.

• [04/2024]: Make continual learning easy.

• [12/2023]: One paper on “Class-specific and Task-shared Embedding Representation” is accepted to TNNLS 2023.

• [11/2023]: Held the "Continual Learning: Fundamentals and Advances" workshop DAI 2023.

• [04/2023]: One paper on “Driven by Data and Knowledge” is accepted to INS 2023.

• [09/2022]: One paper on “tree-structured knowledge graph” is accepted to IJMLC 2022.

• [09/2022]: One paper on “Coarse- and Fine-Grained” is accepted to AIRE 2022.

Research Interests

My research interests include Machine Learning and Computer Vision. Especially in,

• Few-shot Learning & Meta Learning

• Granular computing

• Continual Learning

Publications

Hong Zhao*, Yuling Su, Zhiping Wu, Weiping Ding. CSTS: Exploring Class-specific and Task-shared Embedding Representation for Few-shot Learning. In: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), (Impact Factor: 10.4, CCF-B) [Paper] [Code]

Zhiping Wu, Hong Zhao*. Hierarchical Few-Shot Learning with Feature Fusion Driven by Data and Knowledge. In: Information Sciences (INS), 2023, 639: 119012. (Impact Factor: 8.233, CCF-B) [Paper] [Code]

Zhong Zhang, Zhiping Wu, Hong Zhao*, Minjie Hu. Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph. In: International Journal of Machine Learning and Cybernetics (IJMLC), 2023, 14: 281–294. (Impact Factor: 4.377) [Paper] [Code]

Zhiping Wu, Hong Zhao*. Hierarchical Few-Shot Learning Based on Coarse- and Fine-Grained Relation Network. Artificial intelligence Review. In: Artificial Intelligence Review (AIRE), 2023, 56(3): 2011-2023. (Impact Factor: 9.588) [Paper] [Code]

Awards & Honors

• 2022 三好研究生

• 2022 国家奖学金

Correspondence

Email: zhipingwu@nju.edu.cn; zhipingwucn@gmail.com
Office: Room 2611, Meng Minwei Building, Gulou Campus of Nanjing University.
Address: Zhiping Wu, National Institute of Healthcare Data Science, Nanjing University, Gulou Campus, 22 Hankou Road, Gulou District, Nanjing 210023, China
(南京市鼓楼区汉口路22号, 南京大学鼓楼校区, 健康医疗大数据国家研究院, 210008.)