Jinxuan Fan

According to our database, Jinxuan Fan authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

TransportAgents: a multi-agents LLM framework for traffic accident severity prediction.

Zhichao Yang, Jiashu He, Jinxuan Fan, Cinzia Cirillo

CoRR, January, 2026

Can Multimodal LLMs 'See' Science Instruction? Benchmarking Pedagogical Reasoning in K-12 Classroom Videos.

Yixuan Shen, Peng He, Honglu Liu, Jinxuan Fan, Yuyang Ji, Tingting Li, Tianlong Chen, Kaidi Xu, Feng Liu

Proceedings of the Artificial Intelligence in Education - 27th International Conference, 2026

2025

Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning.

Jiashu He, Jinxuan Fan, Bowen Jiang, Ignacio Houine, Dan Roth, Alejandro Ribeiro

CoRR, May, 2025

GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation.

Jiashu He, Mingyu Derek Ma, Jinxuan Fan, Dan Roth, Wei Wang, Alejandro Ribeiro

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation.

Jiashu He, Mingyu Derek Ma, Jinxuan Fan, Dan Roth, Wei Wang, Alejandro Ribeiro

CoRR, 2024