MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- Herbert Woisetschläger
- Ryan Zhang
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
104 results for Shiqiang Wang
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
- Adam Piaseczny
- Kamran Shisher
- et al.
- 2025
- NeurIPS 2025
Conference paperFlick: Empowering Federated Learning with Commonsense Knowledge
- Ran Zhu
- Mingkun Yang
- et al.
- 2025
- NeurIPS 2025
Conference paperMulti-policy reinforcement learning for network resource allocation with periodic behaviors
- Zheyu Chen
- Kin K. Leung
- et al.
- 2025
- Computer Networks
PaperLocal-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
- Liangqi Yuan
- Dong-Jun Han
- et al.
- 2025
- MobiHoc 2025
Conference paperWorkshop on Collaborative and Federated Agentic Workflows (CFAgentic @ ICML'25)
- Alexander Erben
- Gauri Joshi
- et al.
- 2025
- ICML 2025
WorkshopVertical Federated Learning with Missing Features During Training and Inference
- Pedro Valdeira
- Shiqiang Wang
- et al.
- 2025
- ICLR 2025
Conference paperDynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- Daouda Sow
- Herbert Woisetschläger
- et al.
- 2025
- ICLR 2025
Conference paperPreparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- David Vazquez
- Laure Berti-equille
- et al.
- 2025
- AAAI 2025
WorkshopHierarchical Federated Learning with Multi-Timescale Gradient Correction
- Wenzhi Fang
- Dong-jun Han
- et al.
- 2024
- NeurIPS 2024
Conference paper