MLSys @ WukLab

Building next-generation AI/ML systems that are efficient, scalable, and reliable.

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Why is Your AI Deep Research Slow? A Temporal and Token Analysis of Reasoning Systems
OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents
FarSight: Deep-Learning-Driven Prefetching for Far Memory
Cognify: A Comprehensive, Multi-Faceted Gen AI Workflow Optimizer
Can Scheduling Overhead Dominate LLM Inference Performance? A Study of CPU Scheduling Overhead on Two Popular LLM Inference Systems
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Efficient Reasoning

2025

Why is Your AI Deep Research Slow? A Temporal and Token Analysis of Reasoning Systems October 17, 2025