Ruiyang Qin

Assistant Professor, Villanova University

Joined

October 2021

Names

Ruiyang Qin (Preferred)

Emails

****@gmail.com (Confirmed)

****@nd.edu (Confirmed)

****@villanova.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Villanova University (villanova.edu)

Present

PhD student

University of Notre Dame (nd.edu)

2022 – 2025

MS student

Georgia Institute of Technology (gatech.edu)

2020 – 2021

Undergrad student

Georgia Institute of Technology (gatech.edu)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Yiyu Shi

Present

Coauthor

Jun Xia

Present

Coauthor

Zhenge Jia

Present

Coauthor

Zheyu Yan

Present

Expertise

On-device AI

Present

LLM

Present

Deep Learning Acceleration

Present

AI for Healthcare

Present

Publications

IBERT: Idiom Cloze-style reading comprehension with Attention
Haozheng Luo, Ruiyang Qin, Zheheng Fan
- MSLD 2026 Poster
- Readers: Everyone
The First Workshop on Efficient Spatial Reasoning (ES-Reasoning @ ICLR 2026)
Haozheng Luo, Yijiang Li, Zhenyu Pan, Weiyang Liu, Manling Li, Zhijian Liu, Ruiyang Qin, Nuno Vasconcelos
- ICLR 2026 Workshop Proposals
- Readers: Everyone
Driving Through Uncertainty: Risk-Averse Control with LLM Commonsense for Autonomous Driving under Perception Deficits
Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
- ACM Transactions on Design Automation of Electronic Systems
- Readers: Everyone
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
- Crossref
- Readers: Everyone
Sub-Sequential Physics-Informed Learning with State Space Model
Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong
- ICML 2025 poster
- Readers: Everyone
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
- Crossref
- Readers: Everyone
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs
Marialena Bevilacqua, Kezia Oketch, Ruiyang Qin, Will Stamey, Xinyuan Zhang, Yi Gan, Kai Yang, Ahmed Abbasi
- ACM Transactions on Information Systems
- Readers: Everyone
Large Language Models have Intrinsic Self-Correction Ability
Dancheng Liu, Amir Nassereldine, Chenhui Xu, Ziming Yang, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Ruiyang Qin, Yiyu Shi, Jinjun Xiong
- Submitted to ICLR 2025
- Readers: Everyone
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 22 publications

Co-Authors

View all 64 co-authors