Publications

99 results for Shiqiang Wang

Workshop on Collaborative and Federated Agentic Workflows (CFAgentic @ ICML'25)
- - Alexander Erben
  - Gauri Joshi
  - et al.
- 2025
- ICML 2025
Vertical Federated Learning with Missing Features During Training and Inference
- - Pedro Valdeira
  - Shiqiang Wang
  - et al.
- 2025
- ICLR 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- - Daouda Sow
  - Herbert Woisetschläger
  - et al.
- 2025
- ICLR 2025
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- - David Vazquez
  - Laure Berti-equille
  - et al.
- 2025
- AAAI 2025
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- - Wenzhi Fang
  - Dong-jun Han
  - et al.
- 2024
- NeurIPS 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- - Ryan Zhang
  - Herbert Woisetschläger
  - et al.
- 2024
- NeurIPS 2024
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- Middleware 2024
Active Learning for WBAN-based Health Monitoring
- - Cho-chun Chiu
  - Tuan Nguyen
  - et al.
- 2024
- MobiHoc 2024
Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates
- - Guojun Xiong
  - Gang Yan
  - et al.
- 2024
- MobiHoc 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- IJCAI 2024