Yiming Yang

Full Professor, School of Computer Science, Carnegie Mellon University

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

#3403 · Yiqun Chen, Lingyong Yan, Weiwei Sun, Xinyu Ma, Yi Zhang, Shuaiqiang Wang, Dawei Yin, Yiming Yang, Jiaxin Mao

This paper is to jointly optimize mutiple modules in complex RAG pipeline using multi-agent reinforcement learning.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Enhancing Training Data Attribution with Representational Optimization

#107 Spotlight · Weiwei Sun, Haokun Liu, Nikhil Kandpal, Colin Raffel, Yiming Yang

AirRep is a text representation model optimized for TDA, offering performance comparable to gradient-based methods while being significantly more efficient.