2 papers
cs.AI2026
ChronoScribe: Semantic-Numerical Specialization for Instruction-Driven Time Series Forecasting
Yuchen Jiao, Miao Zhang, Yuxuan Liu +1
Recent advances in instruction-driven time series forecasting highlight a fundamental tension: systems must simultaneously master natural-language instruction following and precise…
eess.SY2026
Hierarchical Defense in Leader-Defender-Attacker Games: Nested Equilibria and Receding-Horizon Control
Honglei Guo, Hanfang Zhang, Guochuan Zhang +1
We formulate a discrete-time leader-defender-attacker game that combines hierarchical interaction within a protective group with competition against an external attacker. The leade…