Tiantian He

According to our database, Tiantian He authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling.

Tiantian He, Keyue Jiang, An Zhao, Anna Schroder, Elinor Thompson, Sonja Soskic, Frederik Barkhof, Daniel C. Alexander

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

LLM enhanced graph inference for long-term disease progression modelling.

Tiantian He, An Zhao, Elinor Thompson, Anna Schroder, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander

CoRR, November, 2025

Connectomics Informed by Large Language Models.

Elinor Thompson, Tiantian He, Anna Schroder, Ahmed Abdulaal, Alec Sargood, Sonja Soskic, Henry F. J. Tregidgo, Daniel C. Alexander

CoRR, November, 2025

Understanding the robustness of vision-language models to medical image artefacts.

Zijie Cheng, Ariel Yuhan Ong, Siegfried K. Wagner, David Adrian Merle, Lie Ju, Hanyuan Zhang, Ruinian Chen, Linze Pang, Boxuan Li, Tiantian He, Emma Anran Ran, Hongyang Jiang, Gabriel Dawei Yang, Ke Zou, Jocelyn Hui Lin Goh, Sahana Srinivasan, André Altmann, Daniel C. Alexander, Carol Y. Cheung, Yih Chung Tham, Pearse A. Keane, Yukun Zhou

npj Digit. Medicine, 2025

2024

Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning.

Ahmed Abdulaal, Adamos Hadjivasiliou, Nina Montaña Brown, Tiantian He, Ayodeji Ijishakin, Ivana Drobnjak, Daniel C. Castro, Daniel C. Alexander

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Coupled-Mechanisms Modelling Framework for Neurodegeneration.

Tiantian He, Elinor Thompson, Anna Schroder, Neil P. Oxtoby, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023