Bin Ren

Associate Professor, Computer Science, William & Mary

Joined

July 2019

Names

Bin Ren

Emails

****@cs.wm.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Computer Science, William & Mary (cs.wm.edu)

2016 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Gagan Agrawal

2008 – 2014

Expertise

Machine Learning System

2016 – Present

Real-Time Deep Neural Network Acceleration

2016 – Present

Publications

HiSin: : A Sinogram-Aware Framework for Efficient High-Resolution Inpainting
Jiaze E, Srutarshi Banerjee, Tekin Bicer, Guannan Wang, Yanfu Zhang, Bin Ren
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mobile-3DCNN: An Acceleration Framework for Ultra-Real-Time Execution of Large 3D CNNs on Mobile Devices
Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Jun Liu, Mei Zhang, Yanzhi Wang, Xue Lin, Bin Ren
- ACM Trans. Archit. Code Optim. 2025
- Readers: Everyone
HiSin: Efficient High-Resolution Sinogram Inpainting via Resolution-Guided Progressive Inference
Jiaze E, Srutarshi Banerjee, Tekin Bicer, Guannan Wang, Yanfu Zhang, Bin Ren
- CoRR 2025
- Readers: Everyone
On item-sampling evaluation for recommender system
Zhi Liu, Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao
- OpenReview Archive Direct Upload
- Readers: Everyone
Towards Reliable Item Sampling for Recommendation Evaluation
Zhi Liu, Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao
- Proceedings of the AAAI Conference on Artificial Intelligence, vol. 37(4), pp. 4409–4416
- Readers: Everyone
TMModel: Modeling Texture Memory and Mobile GPU Performance to Accelerate DNN Computations
Jiexiong Guan, Zhenqing Hu, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Evgenia Smirni, Gang Zhou, Gagan Agrawal, Bin Ren
- ICS 2025
- Readers: Everyone
Generalizing Reuse Patterns for Efficient DNN on Microcontrollers
Jiesong Liu, Bin Ren, Xipeng Shen
- ASPLOS (2) 2025
- Readers: Everyone
Towards Recognizing Food Types for Unseen Subjects
Jiexiong Guan, Junjie Wang, Wei Niu, Zhen Peng, Shuangquan Wang, Zhenming Liu, Gang Zhou, Bin Ren
- ACM Trans. Comput. Heal. 2025
- Readers: Everyone
Inpainting the Sinogram from Computed Tomography using Latent Diffusion Model and Physics
Srutarshi Banerjee, Jiaze E, Bin Ren, Tekin Bicer
- Submitted to ICLR 2025
- Readers: Everyone
SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile
Wei Niu, Md Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren
- ASPLOS 2024
- Readers: Everyone

View all 149 publications

Co-Authors

View all 187 co-authors