3 papers
cs.MA2026
QoEReasoner: An Agentic Reasoning Framework for Automated and Explainable QoE Diagnosis in RANs
Qizhe Li, Haolong Chen, Shan Dai +5
Diagnosing Quality-of-Experience (QoE) degradations in operational Radio Access Networks (RANs) is a critical but notoriously complex task, traditionally requiring labor-intensive…
cs.LG2024
Mamba Hawkes Process for Event Sequence Modeling
Anningzhe Gao, Yuyang Shen, Shan Dai +3
Modeling asynchronous event sequences is crucial in numerous real-world applications such as healthcare monitoring, financial transaction analysis, and so on. Traditional temporal…
cs.LG2024
RoTHP: Rotary Position Embedding-based Transformer Hawkes Process
Anningzhe Gao, Shan Dai
Temporal Point Processes (TPPs), especially Hawkes Process are commonly used for modeling asynchronous event sequences data such as financial transactions and user behaviors in soc…