Muyan Weng

Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning

Learning What Matters: Toward Causally-Grounded Foundations for Contextual Time-Series Forecasting

When LLM Meets Time Series: A Real-World Benchmark for Explicit and Implicit Multi-Step Reasoning

Extracting Robust On-Manifold Interactions Encoded by Neural Networks