Scholar
Jiaqi Wang
Google Scholar ID: ZGTVInsAAAAJ
Auburn University
AI for Health
Federated Learning
Multimodal Learning
LLMs
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Citations & Impact
All-time
Citations
1,020
H-index
13
i10-index
19
Publications
20
Co-authors
19
list available
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Publications
5 items
FedRSPO+: A Heterogeneity-aware Algorithm for Decision-focused Federated Learning
2026
Cited
0
Type-Balanced Federated Learning for Visual Analog Meter Reading
2026
Cited
0
FedeKD: Energy-Based Gating for Robust Federated Knowledge Distillation under Heterogeneous Settings
2026
Cited
0
Conformalized Neural Networks for Federated Uncertainty Quantification under Dual Heterogeneity
2026
Cited
0
Federated-inspired Single-cell Batch Integration in Latent Space
2026
Cited
0
Resume
Academic Achievements
2025: Multiple papers accepted at ICCV25 T2FM 2025, Findings of ACL 2025 (2), KDD 2025 (2), ICML 2025 (on foundation model domain adaptation)
2024: Papers accepted at NeurIPS 2024 (including one spotlight), KDD 2024, ACL 2024 main conference, ICML 2024, IJCAI 2024 (survey), EMNLP 2024 (main + findings), ACM BCB 2024 (oral), LREC-Coling 2024, PAKDD 2024 (2, including one oral)
2024: Best Paper Award at FL@FM-IJCAI'24 for work on scaling foundation models with federated learning
2024: IST Ph.D. Student Award for Research Excellence (highest research honor for IST graduate students at Penn State)
2024: SDM 2024 Travel Award
2024–2025: Invited as reviewer for NeurIPS 2025 and ICML 2025; PC member for AAAI 2026
October 2025: Invited talk at UAB Medicine on AI for healthcare
2024: Tutorials accepted at AAAI 2025 (on multimodal AI in healthcare) and PAKDD 2024 (on heterogeneity in federated learning)
Co-authors
13 total
Fenglong Ma
Associate Professor, Pennsylvania State University
Yaqing Wang
Research Scientist, Google Deepmind
Xiaochen Wang
PhD Student in Informatics, Pennsylvania State University
Liwei Che
Rutgers University
Xi Li
University of Alabama at Birmingham
Zhong Yuan
Penn State Univeristy
Lingjuan Lyu
Sony
Ziyi Yin
The Penn State University