LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services
- Gosia Lazuka
- Andreea Simona Anghel
- et al.
- 2024
- SC 2024
Publications
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How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses
- Vraj Shah
- Thomas Parashos
- et al.
- 2024
- VLDB 2024
Latent Space Symmetry Discovery
- Jianke Yang
- Nima Dehmamy
- et al.
- 2024
- ICML 2024
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- Irene Ko
- Pin-Yu Chen
- et al.
- 2024
- ICML 2024
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory
- Kai Xu
- Hong Ge
- 2024
- ICML 2024
Automated Synthesis of Effect Graph Policies for Microservice-Aware Stateful System Call Specialization
- Will Blair
- Fred Araujo
- et al.
- 2024
- S&P 2024
A Practical Near Optimal Deployment of Service Function Chains in Edge-to-Cloud Networks
- Rasoul Behravesh
- David Breitgand
- et al.
- 2024
- INFOCOM 2024
Unraveling the Key Components of OOD Generalization via Diversification
- Harold Benoit
- Liangze Jiang
- et al.
- 2024
- ICLR 2024
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
- Ido Amos
- Jonathan Berant
- et al.
- 2024
- ICLR 2024
SalUn: Empowering Machine Unlearning via Gradient-Based Weight Saliency in Both Image Classification and Generation
- Chongyu Fan
- Jiancheng Liu
- et al.
- 2024
- ICLR 2024