Tiantian He
Scholar

Tiantian He

Google Scholar ID: r5rth_sAAAAJ
PhD student, University College London
AI AgentProbabilistic modellingGraph learningSpatio-temporal modellingAI for Neuroscience
Google Scholar↗
Citations & Impact
All-time
Citations
45
 
H-index
4
 
i10-index
2
 
Publications
11
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
15 items
GRASP: Gradient Realignment via Active Shared Perception for Multi-Agent Collaborative Optimization
2026
Cited
0
Taming the Instability: A Robust Second-Order Optimizer for Federated Learning over Non-IID Data
2026
Cited
0
Stabilized Fine-Tuning with LoRA in Federated Learning: Mitigating the Side Effect of Client Size and Rank via the Scaling Factor
2026
Cited
0
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
2026
Cited
0
LLM enhanced graph inference for long-term disease progression modelling
2025
Cited
0
Connectomics Informed by Large Language Models
2025
Cited
0
A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling
2025
Cited
0
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation
2025
Cited
0
Resume (English only)
Co-authors
7 total
Daniel C. Alexander
Daniel C. Alexander
Professor of Imaging Science, Centre for Medical Image Computing, Department of Computer Science
Anna Schroder
Anna Schroder
University College London
Neil P. Oxtoby
Neil P. Oxtoby
Principal Research Associate and UKRI Future Leaders Fellow, University College London
Elinor Thompson
Elinor Thompson
Research Fellow, UCL
Co-author 5
Co-author 5
Frederik Barkhof
Frederik Barkhof
VU University Medical Center
Co-author 7
Co-author 7