2 papers
cs.HC2026
EchoTrace: Diagnosing Recursive Risks in LLM-Powered Recommender Systems
Donguk Park, Dongwon Lee, Yeon-Chang Lee
Large language models (LLMs) are increasingly integrated into recommender systems as data augmenters, profile generators, and recommendation modules. While these roles can enhance…
cs.LG2024
CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship
Yeon-Chang Lee, JaeHyun Lee, Michiharu Yamashita +2
The problem of career trajectory prediction (CTP) aims to predict one's future employer or job position. While several CTP methods have been developed for this problem, we posit th…