3 papers
cs.LG2026
Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting
Yixin Wang, Yifan Hu, Peiyuan Liu +3
Time series forecasting remains a challenging problem due to the intricate entanglement of intra-period fluctuations and inter-period trends. While recent advances have attempted t…
cs.CL2026
NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
Cong Ming, Ruixin Shi, Yifan Hu
Inferring nationality from personal names is a critical capability for equity and bias monitoring, personalization, and a valuable tool in biomedical and sociological research. How…
cs.CL2026
Temporal Flattening in LLM-Generated Text: Comparing Human and LLM Writing Trajectories
Zhanwei Cao, YeoJin Go, Yifan Hu +1
Large language models (LLMs) are increasingly used in daily applications, from content generation to code writing, where each interaction treats the model as stateless, generating…