Publications

66 results for Scaling AI

Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- - Aleksandar Terzic
  - Nicolas Menet
  - et al.
- 2025
- NeurIPS 2025
Towards Understanding Camera Motions in Any Video
- - Zhiqiu Lin
  - Siyuan Cen
  - et al.
- 2025
- NeurIPS 2025
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Causal LLM Routing: End-to-End Regret Minimization from Observational Data
- - Asterios Tsiourvas
  - Wei Sun
  - et al.
- 2025
- NeurIPS 2025
Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
Symbiosis: Multi-Adapter Inference and Fine-Tuning
- - Saransh Gupta
  - Umesh Deshpande
  - et al.
- 2025
- SoCC 2025
SSD controller architecture for similarity search in Vector DBs
- - Roman Pletka
  - Jovan Blanusa
  - et al.
- 2025
- FMS 2025
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community
- - Shachar Don-Yehiya
  - Leshem Choshen
  - et al.
- 2025
- ACL 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- - Ziyao Wang
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- - Rickard Gabrielsson
  - Jiacheng Zhu
  - et al.
- 2025
- ICML 2025