Brief Biography
I am an Associate Professor at the National University of Defense Technology (NUDT) and a Kaggle Grandmaster. I received my Ph.D. from Université Pierre et Marie Curie in 2017. My research focuses on computer audition, multimodal continual learning, and AI4Science. I have authored over 100 publications in top-tier conferences and journals, with over 5,000 Google Scholar citations and an h-index of 39. In addition to winning top awards in major ML competitions like the ACM KDD Cup, I serve as an Associate Editor for IEEE TCSVT. For collaborations or joining my research group, please contact me at kele.xu at ieee dot org.
Recent News
Selected Publications
A full list of publications is available on my Google Scholar Profile.
* denotes corresponding author
Academic Services
Editorial Roles & Guest Editorships
- Associate Editor, IEEE Transactions on Circuits and Systems for Video Technology [Link]
- Associate Editor, Frontiers in Artificial Intelligence / Frontiers in Big Data [Link]
- Young Editor, SPJ Cyborg and Bionic Systems
- Guest Editor, SPJ Cyborg and Bionic Systems [Link]
- Guest Editor, Computer Speech & Language [Link]
- Guest Editor, Sensors [Link]
Professional Memberships
- IEEE Senior Member
- China Computer Federation (CCF), Senior Member
- Chinese Association of Automation (CAA), Lifelong Member
- Acoustical Society of America (ASA), Full Member
- ACM, IEEE IADF TC, and Acoustical Society of China member
Conference Service
- Session Chair, Area Chair, PC Member, Meta-Reviewer, or External Reviewer for major AI, machine learning, multimedia, speech, computer vision, and biomedical conferences.
- ICLR, NeurIPS, ICML, IJCAI, AAAI, ICCV, CVPR, ACM MM, MM Asia, ICASSP, MICCAI, ICME, ECCV, INTERSPEECH, ISBI, MSN, APSIPA ASC, BIBM, AISTATS, and others.
Journal Reviewing
- Reviewer for leading journals across acoustics, speech, signal processing, multimedia, AI, remote sensing, biomedical engineering, and intelligent systems.
- Nature Communications, JASA, Speech Communication, IEEE TPAMI, IEEE TDSC, IEEE TASLP, IEEE TNNLS, IEEE TMM, IEEE TIP, IEEE TAI, IEEE TGRS, IEEE JBHI, ACM TIST, Neural Networks, Neurocomputing, Expert Systems with Applications, Knowledge-Based Systems, and others.
Awards & Competitions
Others
- Young Editor for SPJ-Cyborg and Bionic Systems.
- Guest Editor for SPJ-Cyborg and Bionic Systems. [Link]
- IEEE Joint-Cloud Computing (JCC) 2024. [Link]
- The International Workshop on Artificial Intelligence Enhanced Internet of Things-IEEE ICA3PP 2023. [Link]
- Med-NeurIPS 2022. [Link]
- Signal Processing for Data Mining-Data. [Link]
- AutoX Automated Machine Learning Library (AutoX). [Link]
- Audio Class Incremental Learning Library (AudioCIL). [Link]
- Kaggle Winner Talks. [Link]
- IEEE DCASE Winner. [Link]
- TissueNet Winner Talks. [Link]
- CCF BDCI Competition. [Link]