Author

Tao Feng

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Jul 2026

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning

TSRouter, a graph-based dynamic routing framework that demonstrates robust zero-shot plug-and-play generalization to unseen models and novel tasks and preserves high performance while reducing computational overhead through cost-aware optimization.

Fangxu Yu, Tao Feng, De-Hai Min et al. · arXiv.org · 3 citations

#machine learning Oct 2025

GMTRouter: Personalized LLM Router over Multi-turn User Interactions

This work proposes GMTRouter, which represents multi-turn user-LLM interactions as a heterogeneous graph with five node types: user, LLM, query, response and turn, thereby maximally preserving the rich relational structure of the interaction.

Encheng Xie, Yihang Sun, Tao Feng et al. · arXiv.org · 6 citations