Scholar
Junwei Deng
Google Scholar ID: DagyP9QAAAAJ
University of Illinois Urbana-Champaign
Data-centric AI
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Citations & Impact
All-time
Citations
250
H-index
7
i10-index
5
Publications
16
Co-authors
0
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Publications
6 items
OATS: Online Data Augmentation for Time Series Foundation Models
2026
Cited
0
Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations
2026
Cited
1
Exploring Training Data Attribution under Limited Access Constraints
2025
Cited
0
Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining
2025
Cited
0
Adversarial Attacks on Data Attribution
arXiv.org · 2024
Cited
0
Computational Copyright: Towards A Royalty Model for Music Generative AI
2023
Cited
0
Resume (English only)
Academic Achievements
Published multiple papers at top-tier venues including NeurIPS, ICML, ICLR, CVPR, WSDM, and NeurIPS Datasets and Benchmarks Track
Paper 'Computational Copyright: Towards A Royalty Model for Music Generative AI' received Best Paper Award at ICLR 2024 DPFM Workshop
Paper 'Subgroup Generalization and Fairness of Graph Neural Networks' was selected as a NeurIPS 2021 Spotlight (top 3%)
Led development of the open-source library dattri for efficient data attribution, published at NeurIPS 2024 (Spotlight)
Contributed to BigDL 2.0, published in CVPR 2022 Demo Track
Co-authors
0 total
Co-authors: 0 (list not available)
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