Shaoliang Nie

Researcher, GenAI, Meta Inc

Joined

September 2018

Names

Shaoliang Nie (Preferred)

Emails

****@ncsu.edu (Confirmed)

****@fb.com (Confirmed)

****@meta.com (Confirmed)

****@alumni.ncsu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

GenAI, Meta Inc (meta.com)

2019 – Present

PhD student

Compute Science, North Carolina State University (ncsu.edu)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Christopher Healey

2014 – 2019

Expertise

Generative AI

2022 – Present

Explainable AI

2015 – Present

Publications

Discover the distinguishing and effective reasoning patterns among LLMs via an LLM
Yida Chen, Yuning Mao, Xianjun Yang, Suyu Ge, Shengjie Bi, Lijuan Liu, Saghar Hosseini, Liang Tan, Yixin Nie, Shaoliang Nie
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
Your thoughts tell who you are: Characterize the reasoning patterns of LRMs
Yida Chen, Yuning Mao, Xianjun Yang, Suyu Ge, Shengjie Bi, Lijuan Liu, Saghar Hosseini, Liang Tan, Yixin Nie, Shaoliang Nie
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Perfect Blend: Redefining RLHF with Mixture of Judges
Tengyu Xu, Eryk Helenowski, Karthik Abinav Sankararaman, Di Jin, Kaiyan Peng, Eric Han, Shaoliang Nie, Chen Zhu, Hejia Zhang, Wenxuan Zhou, Zhouhao Zeng, Yun He, Karishma Mandyam, Arya Talebzadeh, Madian Khabsa, Gabriel Cohen, Sinong Wang, Yuandong Tian, Hao Ma, Han Fang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Equivalence of Graph Convolution and Mixup
Xiaotian Han, Hanqing Zeng, Yu Chen, Shaoliang Nie, Jingzhou Liu, Kanika Narang, Zahra Shakeri, Karthik Abinav Sankararaman, Song Jiang, Madian Khabsa, Qifan Wang, Xia Hu
- Accepted by TMLR
- Readers: Everyone
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
Fan Yao, Yiming Liao, Jingzhou Liu, Shaoliang Nie, Qifan Wang, Haifeng Xu, Hongning Wang
- NeurIPS 2024 poster
- Readers: Everyone
On the Equivalence of Graph Convolution and Mixup
Xiaotian Han, Hanqing Zeng, Yu Chen, Shaoliang Nie, Jingzhou Liu, Kanika Narang, Zahra Shakeri, Karthik Abinav Sankararaman, Song Jiang, Madian Khabsa, Qifan Wang, Xia Hu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation
Nan Wang, Qifan Wang, Yi-Chia Wang, Maziar Sanjabi, Jingzhou Liu, Hamed Firooz, Hongning Wang, Shaoliang Nie
- EMNLP 2023 Main
- Readers: Everyone
APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models
Qifan Wang, Yuning Mao, Jingang Wang, Hanchao Yu, Shaoliang Nie, Sinong Wang, Fuli Feng, Lifu Huang, Xiaojun Quan, Zenglin Xu, Dongfang Liu
- EMNLP 2023 Main
- Readers: Everyone
BARACK: Partially Supervised Group Robustness With Guarantees
Nimit Sharad Sohoni, Maziar Sanjabi, Nicolas Ballas, Aditya Grover, Shaoliang Nie, Hamed Firooz, Christopher Re
- Published: 21 Jul 2022, Last Modified: 30 Dec 2025
- SCIS 2022 Poster
- Readers: Everyone
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang, Shaoliang Nie
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

View all 29 publications

Co-Authors

View all 89 co-authors