Resource- Efficient Transformer Pruning for Finetuning of Large Models
- Fatih Ilhan
- Gong Su
- et al.
- 2024
- CVPR 2024
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Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices
- Ka-Ho Chow
- Umesh Deshpande
- et al.
- 2024
- EuroSys 2024
Scalable Federated Learning with System Heterogeneity
- Fatih Ilhan
- Gong Su
- et al.
- 2023
- ICDCS 2023
ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients
- Fatih Ilhan
- Gong Su
- et al.
- 2023
- CVPR 2023
SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds
- Ka-Ho Chow
- Umesh Deshpande
- et al.
- 2023
- SIGMOD 2023
A Comparative Measurement Study of Deep Learning as a Service Framework
- Yanzhao Wu
- Ling Liu
- et al.
- 2021
- IEEE-TSC
Gradient-leakage resilient federated learning
- Wenqi Wei
- Ling Liu
- et al.
- 2021
- ICDCS 2021
Bitcoin Transaction Forecasting with Deep Network Representation Learning
- Wenqi Wei
- Qi Zhang
- et al.
- 2021
- IEEE TETC
Improving collaborative filtering with social influence over heterogeneous information networks
- Yang Zhou
- Ling Liu
- et al.
- 2020
- ACM TOIT
Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads
- Juhyun Bae
- Gong Su
- et al.
- 2020
- MEMSYS 2020