Yu-Neng Chuang

Who Routes the Router: Rethinking the Evaluation of LLM Routing Systems

Get the GIST of Graphs with Intersection Signature

FAFO: Lossy KV Cache Compression for Lossless Inference Acceleration via Draftless Fumble Decoding

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models

From Self-Inconsistency to Stability: Achieving Order Invariant In-Context Learning

Learning to Route LLMs with Confidence Tokens

Confident or Seek Stronger: Exploring Uncertainty-Based Small LM Routing From Benchmarking to Generalization

Attack on LLMs: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem

Graph Transformers Get the GIST: Graph Invariant Structural Trait for Refined Graph Encoding