Search Results for author: Junliang Luo

Found 4 papers, 1 papers with code

Investigating Similarities Across Decentralized Financial (DeFi) Services

no code implementations23 Mar 2024 Junliang Luo, Stefan Kitzler, Pietro Saggese

To evaluate whether they are effectively grouped in clusters of similar functionalities, we associate them with eight financial functionality categories and use this information as the target label.

Graph Representation Learning

Hallucination Detection and Hallucination Mitigation: An Investigation

no code implementations16 Jan 2024 Junliang Luo, Tianyu Li, Di wu, Michael Jenkin, Steve Liu, Gregory Dudek

Large language models (LLMs), including ChatGPT, Bard, and Llama, have achieved remarkable successes over the last two years in a range of different applications.

Hallucination

Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching

no code implementations5 Oct 2023 Junliang Luo, Yi Tian Xu, Di wu, Michael Jenkin, Xue Liu, Gregory Dudek

In this work, we propose an approximate dynamic programming (ADP)-based method coupled with online optimization to switch on/off the cells of base stations to reduce network power consumption while maintaining adequate Quality of Service (QoS) metrics.

Towards Improved Illicit Node Detection with Positive-Unlabelled Learning

1 code implementation4 Mar 2023 Junliang Luo, Farimah Poursafaei, Xue Liu

Detecting illicit nodes on blockchain networks is a valuable task for strengthening future regulation.

Graph Representation Learning

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