Hui Guan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Federated Search

Graph Pattern Matching

Robust Image Watermarking

Join Processing

Top Venues

Publications

Hanmei Yang, Jin Zhou, Yao Fu, Xiaoqun Wang, Ramine Roane, Hui Guan, Tongping Liu
ProTrain: Efficient LLM Training via Memory-Aware Techniques. CoRR (2024)
Sohaib Ahmad, Hui Guan, Brian D. Friedman, Thomas Williams, Ramesh K. Sitaraman, Thomas Y. C. Woo
Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling. ASPLOS (1) (2024)
Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan
GMorph: Accelerating Multi-DNN Inference via Model Fusion. EuroSys (2024)
Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. CoRR (2024)
Mohammad Mehdi Rastikerdar, Jin Huang, Shiwei Fang, Hui Guan, Deepak Ganesan
CACTUS: Dynamically Switchable Context-aware micro-Classifiers for Efficient IoT Inference. MobiSys (2024)
Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. CoRR (2024)
Sohaib Ahmad, Hui Guan, Ramesh K. Sitaraman
Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling. CoRR (2024)
Lijun Zhang, Xiao Liu, Antoni Viros Martin, Cindy Xiong Bearfield, Yuriy Brun, Hui Guan
Robust Image Watermarking using Stable Diffusion. CoRR (2024)
Saurabh Bajaj, Hui Guan, Marco Serafini
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch. CoRR (2024)
Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. PACT (2023)