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Yanyi Huang

3 accepted papers

2026

Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models

AAAI 2026technical

Recent advancements in Large Language Models have increasingly demonstrated their potential for event reasoning. However, LLMs still struggle with this task due to inadequate modeling of event structures. Although introducing schema knowledge has been shown to improve event reasoning performance, ex

Cited by 0SourcePDFScholar
2025

DPC: Large Model Alignment Method based on Decoding Probability Correction

ICASSP 2025accepted

Large language models (LLMs) demonstrate significant generative capabilities but often face ethical alignment and robustness challenges. Conventional alignment methods rely on extensive human-annotated data and require retraining, leading to high computational costs and resource demands. Therefore,…

Cited by 0SourceScholar
2025

Social Recommendation via Graph-Level Counterfactual Augmentation

AAAI 2025technical

Traditional recommendation system focus more on the correlations between users and items (user-item relationships), while research on user-user relationships has received significant attention these years, which is also known as social recommendation. Graph-based models have achieved a great success…

Cited by 0SourcePDFScholar