2 papers
cs.DB2025
Finding Non-Redundant Simpson's Paradox from Multidimensional Data
Yi Yang, Jian Pei, Jun Yang +1
Simpson's paradox, a long-standing statistical phenomenon, describes the reversal of an observed association when data are disaggregated into sub-populations. It has critical impli…
cs.AI2025
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey
Minxing Zhang, Yi Yang, Roy Xie +3
Large Language Model (LLM)-based agents have emerged as a new paradigm that extends LLMs' capabilities beyond text generation to dynamic interaction with external environments. By…