LLM-Pilot: Characterize and Optimize Performance of your LLM Inference ServicesGosia LazukaAndreea Simona Anghelet al.2024SC 2024
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical AnalysesVraj ShahThomas Parashoset al.2024VLDB 2024
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian BenchmarksIrene KoPin-Yu Chenet al.2024ICML 2024
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity TheoryKai XuHong Ge2024ICML 2024
Automated Synthesis of Effect Graph Policies for Microservice-Aware Stateful System Call SpecializationWill BlairFred Araujoet al.2024S&P 2024
A Practical Near Optimal Deployment of Service Function Chains in Edge-to-Cloud NetworksRasoul BehraveshDavid Breitgandet al.2024INFOCOM 2024
Unraveling the Key Components of OOD Generalization via DiversificationHarold BenoitLiangze Jianget al.2024ICLR 2024
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven PriorsIdo AmosJonathan Berantet al.2024ICLR 2024
SalUn: Empowering Machine Unlearning via Gradient-Based Weight Saliency in Both Image Classification and GenerationChongyu FanJiancheng Liuet al.2024ICLR 2024