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Xinlong Zhao

2 accepted papers

2026

CP-Router: An Uncertainty-Aware Router Between LLM and LRM

AAAI 2026technical

Recent advances in large reasoning models (LRMs) have significantly enhanced long-chain reasoning capabilities over standard large language models (LLMs). However, LRMs often produce unnecessarily lengthy outputs even for simple queries, leading to inefficiencies or even accuracy degradation compare

Cited by 0SourcePDFScholar
2025

PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor

IJCAI 2025

Predicting the performance of deep learning (DL) models, such as execution time and resource utilization, is crucial for Neural Architecture Search (NAS), DL cluster schedulers, and other technologies that advance deep learning. The representation of a model is the foundation for its performance pre