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Yijie Hu

2 accepted papers

2025

Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?

NeurIPS 2025poster

Math reasoning has been one crucial ability of large language models (LLMs), where significant advancements have been achieved in recent years. However, most efforts focus on LLMs by curating high-quality annotation data and intricate training (or inference) paradigms, while the math reasoning perfo…

Cited by 0SourceScholar
2025

Disentangling Tabular Data Towards Better One-Class Anomaly Detection

AAAI 2025technical

Tabular anomaly detection under the one-class classification setting poses a significant challenge, as it involves accurately conceptualizing "normal" derived exclusively from a single category to discern anomalies from normal data variations. Capturing the intrinsic correlation among attributes wit…