← Search

Tianrui SONG

2 accepted papers

2026

Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models

AAAI 2026technical

Implicit feedback, employed in training recommender systems, unavoidably confronts noise due to factors such as misclicks and position bias. Previous studies have attempted to identify noisy samples through their diverged data patterns, such as higher loss values, and mitigate their influence throug

Cited by 0SourcePDFScholar
2025

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem

NeurIPS 2025poster

Mathematical modeling is a cornerstone of scientific discovery and engineering practice, enabling the translation of real-world problems into formal systems across domains such as physics, biology, and economics. Unlike mathematical reasoning, which assumes a predefined formulation, modeling require…

Cited by 0SourcecodeScholar