3 papers
cs.LG2026
Temporal Hyperbolic Graph Representation Learning for Scale-Free Internet Routing and Delay Prediction
Yi-Ling Kuo, Hao-Yu Tien, Shih-Yu Tsai
Predicting Internet round-trip time (RTT) is critical for routing optimization, quality-of-service (QoS) provisioning, and traffic engineering, yet remains challenging due to long-…
cs.LG2025
Understanding Endogenous Data Drift in Adaptive Models with Recourse-Seeking Users
Bo-Yi Liu, Zhi-Xuan Liu, Kuan Lun Chen +3
Deep learning models are widely used in decision-making and recommendation systems, where they typically rely on the assumption of a static data distribution between training and d…
cs.AI2024
Patrol Security Game: Defending Against Adversary with Freedom in Attack Timing, Location, and Duration
Hao-Tsung Yang, Ting-Kai Weng, Ting-Yu Chang +4
We explored the Patrol Security Game (PSG), a robotic patrolling problem modeled as an extensive-form Stackelberg game, where the attacker determines the timing, location, and dura…