28 citations · 29 across the 4 of their papers we have counts for
4 papers
An LLM-based Chain-of-Response Counter-Scam System
Heedou Kim, Mogan Gim, Donghee Choi +4
The rapid evolution of online scams, driven by transnational networks and mass produced social engineering scenarios, has exposed the speed limitations of conventional detection, n…
DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection
Jinkyu Kim, Hyunjung Yi, Mogan Gim +2
We propose DeepAries , a novel deep reinforcement learning framework for dynamic portfolio management that jointly optimizes the timing and allocation of rebalancing decisions. Unl…
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection
Donghee Choi, Jinkyu Kim, Mogan Gim +2
Utilizing market forecasts is pivotal in optimizing portfolio selection strategies. We introduce DeepClair, a novel framework for portfolio selection. DeepClair leverages a transfo…
MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System
Jinho Lee, Raehyun Kim, Seok-Won Yi +1
Generating an investment strategy using advanced deep learning methods in stock markets has recently been a topic of interest. Most existing deep learning methods focus on proposin…