Peiliang Zhang (张培良)

School of Computer Science and Artificial Intelligence
Wuhan University of Technology

Office: Rm 1208, Aite Bldg, No. 21 Gongda Road, Hongshan, Wuhan
Email: cheungbl@ieee.org
Google Scholar

Short Bio

Peiliang Zhang is pursuing his Ph.D. degree in the School of Computer Science and Artificial Intelligence at Wuhan University of Technology (武汉理工大学), Wuhan, China, supervised by Prof. Jingling Yuan. He is also currently a visiting Ph.D. student in Yonsei DataLab supervised by Associate Prof. Yongjun Zhu at Yonsei University (延世大学), Seoul, South Korea. Before that, in 2022, he received his M.S. degree in software engineering from Dalian University (大连大学), Dalian, China, supervised by Prof. Chao Che in Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education.

His research interest broadly lies in the areas of AI for Science, Molecular Representation and Medical Informatics. He has published more than 10 papers in high quality conferences and journals, such as DASFAA, IEEE BIBM, ESWA, etc. He has also served as a reviewer of multiple conferences and journals, including AAAI, TII, and bioinformatics.

Education Background

• Ph.D.: Wuhan University of Technology, Sep. 2022 - Now
  Supervisor: Prof. Jingling Yuan.
• Visiting Scholar: Yonsei University, Dec. 2024 - Now
  Supervisor: Associate Prof. Yongjun Zhu.
• M.S.: Dalian University, Sep. 2019 - Jun. 2022
  Supervisor: Prof. Chao Che.
• B.E.: Shandong Agricultural University, Sep. 2015 - Jun. 2019
  Supervisor: Prof. Lu Wang.

Papers

All publications in Publications Page.

DASFAA 2024

Key Substructure Learning with Chemical Intuition for Material Property Prediction

Peiliang Zhang, Jingling Yuan, Lin Li, Wen Luo, Jiwei Hu, Xin Li

PDF PPT

The paper proposed the key substructure learning with chemical intuition. KSCI is used to capture irregular substructures within molecules and to identify the differential contributions of these substructures to chemical properties.

ESWA 2024

NCH-DDA: Neighborhood Contrastive Learning Heterogeneous Network for Drug-Disease Association Prediction

Peiliang Zhang, Chao Che, Bo Jin, Jingling Yuan, Ruixin Li, Yongjun Zhu

Code PDF

The paper proposed the Neighborhood Contrastive Learning for Heterogeneous Networks, which integrates information from multiple domains such as drugs and diseases. NCH-DDA enhances the generalization ability of drug repositioning models and shows greater potential for application in sparse data scenarios.

Academic Service

Academic Exchange

• Aug. 2024, ACM SIGKDD Workshop KDD-AIDSH 2024, Poster,  Barcelona, Spain
• Jul. 2024, 29th International Conference on Database Systems for Advanced Applications (DASFAA), Oral,  Gifu Japan
• Jun. 2024, 1st International Conference on Cloud and Network Computing (ICCNC), Oral,  Jinhua, China
• Dec. 2023, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Oral,  lstanbul, Turkey

Reviewer

• IEEE Transactions on Industrial Informatics
• Bioinformatics
• Expert Systems with Applications
• Artificial Intelligence in Medicine
• Information Sciences
• EMNLP 2023
• ICASSP 2025

Honors and Awards

2024

• 2024年12月，第十届中国研究生智慧城市技术与创意设计大赛🥇一等奖
• 2024年12月，中国国际大学生创新大赛（2024）🥉铜奖
• 2024年9月，“建行杯”辽宁省第十届“互联网+”大学生创新创业大赛🥇金奖

2023

• 2023年1月, “华为杯”第十九届中国研究生数学建模竞赛🥈二等奖（证书编号：E2022202133）
• 2023年9月，“华为杯”第五届中国研究生人工智能创新大赛🥈二等奖（奖金2K）
• 2023年9月，2023年中国高校计算机C4网络技术挑战赛总决赛🥈二等奖（证书编号：CCCC2023NTC1026，奖金5K）
• 2023年12月，中国国际大学生创新大赛（2023）🥉铜奖（证书编号:20230184C）
• 2023年6月, 第十六届中国大学生计算机设计大赛（中南地区赛）🥈二等奖（证书编号：ZN202320254）
• 2023年7月，2023年中国高校计算机C4网络技术挑战赛华中赛区🥇一等奖（证书编号：CCCC2023NTC0378）
• 2023年9月, “建行杯”辽宁省第九届“互联网+”大学生创新创业大赛🥇金奖（证书编号：20237181150220）
• 2023年11月，“建行杯”山东省第九届“互联网+”大学生创新创业大赛🥉铜奖（证书编号：2023HLWJ0695）
• 2023年3月, 华为技术有限公司难题揭榜《[网元智能]嵌入式超轻量低功耗智能计算技术》🏆火花奖（团队，奖金2W）
• 2023年11月，第四届“都正杯”·生物医药人工智能创新应用大赛🥈二等奖（奖金3K）

2022

• 2022年5月, 辽宁省优秀毕业生🏆
• 2022年9月, “建行杯”辽宁省第八届“互联网+”大学生创新创业大赛🥇金奖（证书编号：20223341150169）
• 2022年6月, 大连大学优秀硕士学位论文🏆（论文题目：基于图信息融合和异构网络的药物重定位研究）
• 2022年11月, 第五届上海交大-卫宁健康智慧医疗挑战赛人工智能高校组🥈前瞻奖（第二名，奖金1W）

Before 2022

• 2019年3月, 山东省优秀毕业生🏆（证书编号：201904611）

Students

More students information in Students Page.

Master

• Yujia Tong: Wuhan University of Technology, 2024
• Xi Wu: Dalian University, 2024
• Qixuan Zhao: Wuhan University of Technology, 2023
• Yuanjie Liu: Wuhan University of Technology, 2023

Undergraduate

• Siying Wang: Wuhan University of Technology, 2023
• Yang Wang: Wuhan University of Technology, 2022
• Jijun Wang: Wuhan University of Technology, 2022
• Xuefeng Hou: Wuhan University of Technology, 2021