Scholar
Ming Jin
Google Scholar ID: 60rVqqcAAAAJ
Assistant Professor, School of ICT, Griffith University
Citations & Impact
Citations
4,416
H-index
19
i10-index
32
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple high-impact papers in top venues including NeurIPS, ICLR, ICML, KDD, and TPAMI.
- Some works selected as Most Influential Papers and widely adopted as baselines in the open-source community.
- Multiple papers accepted to NeurIPS 2025 (CORE A*), including 'ShapeX', 'Multi-Scale Fine-tuning for Encoder-based Time Series Foundation Models', 'Continuous State Space Modeling on Dynamic Graphs', and 'Self-Correction in LLMs'.
- Survey paper 'Diffusion Models for Time Series and Spatio-Temporal Data' accepted by ACM Computing Surveys (Oct 2025).
- Applied research on large lithium-ion battery modeling for secure shared e-bike batteries published in Nature Communications (IF 15.7).
- Additional accepted works at ICDM 2025, CIKM 2025, and ITSC 2025.
- Awarded NVIDIA Academic Grant for developing next-gen time series analytical engines.
- Invited to serve as Area Chair for ICLR 2026 and ICASSP 2026.
- Tutorial on 'Foundation Models for Time Series Analysis' accepted by AAAI 2026.
