2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.MA2026★ 2 cited
Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline
Jiawei Xu, Arief Koesdwiady, Sisong Bei +8
Recent advances in LLM-based multi-agent systems (MAS) show that workflows composed of multiple LLM agents with distinct roles, tools, and communication patterns can outperform sin…
cs.AI2018★ 1 cited
New Results on Multi-Step Traffic Flow Prediction
Arief Koesdwiady, Fakhri Karray
In its simplest form, the traffic flow prediction problem is restricted to predicting a single time-step into the future. Multi-step traffic flow prediction extends this set-up to…
cs.LG2018
SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction
Arief Koesdwiady, Fakhri Karray
This paper presents a practical approach for detecting non-stationarity in time series prediction. This method is called SAFE and works by monitoring the evolution of the spectral…