MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- Herbert Woisetschläger
- Ryan Zhang
- et al.
- 2025
- NeurIPS 2025
Publications
107 results for Shiqiang Wang
Flick: Empowering Federated Learning with Commonsense Knowledge
- Ran Zhu
- Mingkun Yang
- et al.
- 2025
- NeurIPS 2025
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
- Adam Piaseczny
- Kamran Shisher
- et al.
- 2025
- NeurIPS 2025
Multi-policy reinforcement learning for network resource allocation with periodic behaviors
- Zheyu Chen
- Kin K. Leung
- et al.
- 2025
- Computer Networks
Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
- Liangqi Yuan
- Dong-Jun Han
- et al.
- 2025
- MobiHoc 2025
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
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 A. Sow
- Herbert Woisetschläger
- 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