Rui Song

Full Professor, Statistics, North Carolina State University

Joined

July 2019

Names

Rui Song

Emails

****@ncsu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Statistics, North Carolina State University (ncsu.edu)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Overcoming the Scarcity of Verifiable Reasoning Data with Decision Pivots
Dongkyu Cho, Amy B.Z. Zhang, Bilel Fehri, Sheng Wang, Rumi Chunara, Hengrui Cai, Rui Song
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
All Roads Lead to Rome: Distilling Verifiable Reasoning via Shared Decision Pivots
Dongkyu Cho, Amy B.Z. Zhang, Bilel Fehri, Sheng Wang, Rumi Chunara, Hengrui Cai, Rui Song
- LIT Workshop @ ICLR 2026
- Readers: Everyone
Reinforcement Learning in Latent Heterogeneous Environments
Elynn Chen, Rui Song, Michael I. Jordan
- Journal of the American Statistical Association
- Readers: Everyone
Correct Reasoning Paths Visit Shared Decision Pivots
Dongkyu Cho, Amy B.Z. Zhang, Bilel Fehri, Sheng Wang, Rumi Chunara, Hengrui Cai, Rui Song
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
Locally Aggregated Feature Attribution on Natural Language Model Understanding
Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song
- NAACL
- Readers: Everyone
Correct Reasoning Paths Visit Shared Decision Pivots
Dongkyu Cho, Amy B.Z. Zhang, Bilel Fehri, Sheng Wang, Rumi Chunara, Hengrui Cai, Rui Song
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
Correct Reasoning Paths Visit Shared Decision Pivots
Dongkyu Cho, Amy B.Z. Zhang, Bilel Fehri, Sheng Wang, Rumi Chunara, Rui Song, Hengrui Cai
- FoRLM 2025
- Readers: Everyone
Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Making
Yang Xu, Chengchun Shi, Shikai Luo, Lan Wang, Rui Song
- Accepted by TMLR
- Readers: Everyone
Zero-Inflated Bandits
Haoyu Wei, Runzhe Wan, Lei Shi, Rui Song
- ICML 2025 poster
- Readers: Everyone
Off-Policy Evaluation under Nonignorable Missing Data
Han Wang, Yang Xu, Wenbin Lu, Rui Song
- ICML 2025 poster
- Readers: Everyone

View all 30 publications

Co-Authors

View all 49 co-authors