MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- Ryan Zhang
- Herbert Woisetschläger
- et al.
- 2024
- NeurIPS 2024
Workshop paper
Publications
104 results for Shiqiang Wang
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- Middleware 2024
Conference paperStraggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates
- Guojun Xiong
- Gang Yan
- et al.
- 2024
- MobiHoc 2024
Conference paperActive Learning for WBAN-based Health Monitoring
- Cho-chun Chiu
- Tuan Nguyen
- et al.
- 2024
- MobiHoc 2024
Conference paperA Survey on Efficient Federated Learning Methods for Foundation Model Training
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- IJCAI 2024
Conference paperFederated Learning Priorities Under the European Union Artificial Intelligence Act
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- ICML 2024
Workshop paperFADAS: Towards Federated Adaptive Asynchronous Optimization
- Yujia Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
Conference paperA New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
Conference paperErasure Coded Neural Network Inference via Fisher Averaging
- Divyansh Jhunjhunwala
- Neharika Jali
- et al.
- 2024
- ISIT 2024
Conference paperFederated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- SIGMOD 2024
Workshop paper