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Jingdi Chen
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 11
Top Topics
Intrusion Detection
Kronecker Product
Natural Actor Critic
Reinforcement Learning
Top Venues
CoRR
AAMAS
IEEE Trans. Artif. Intell.
MobiHoc
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Publications
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Jingdi Chen
,
Lei Zhang
,
Joseph Riem
,
Gina C. Adam
,
Nathaniel D. Bastian
,
Tian Lan
RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture.
CoRR
(2023)
Jingdi Chen
,
Hanhan Zhou
,
Yongsheng Mei
,
Gina C. Adam
,
Nathaniel D. Bastian
,
Tian Lan
Real-time Network Intrusion Detection via Decision Transformers.
CoRR
(2023)
Jiayu Chen
,
Jingdi Chen
,
Tian Lan
,
Vaneet Aggarwal
Learning Multiagent Options for Tabular Reinforcement Learning using Factor Graphs.
IEEE Trans. Artif. Intell.
4 (5) (2023)
Jingdi Chen
,
Tian Lan
Minimizing Return Gaps with Discrete Communications in Decentralized POMDP.
CoRR
(2023)
Jingdi Chen
,
Lei Zhang
,
Joseph Riem
,
Gina C. Adam
,
Nathaniel D. Bastian
,
Tian Lan
RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture.
DSC
(2023)
Jiayu Chen
,
Jingdi Chen
,
Tian Lan
,
Vaneet Aggarwal
Scalable Multi-agent Skill Discovery based on Kronecker Graphs.
CoRR
(2023)
Jingdi Chen
,
Tian Lan
,
Nakjung Choi
Distributional-Utility Actor-Critic for Network Slice Performance Guarantee.
MobiHoc
(2023)
Jiayu Chen
,
Jingdi Chen
,
Tian Lan
,
Vaneet Aggarwal
Multi-agent Covering Option Discovery based on Kronecker Product of Factor Graphs.
CoRR
(2022)
Jiayu Chen
,
Jingdi Chen
,
Tian Lan
,
Vaneet Aggarwal
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs.
NeurIPS
(2022)
Jiayu Chen
,
Jingdi Chen
,
Tian Lan
,
Vaneet Aggarwal
Multi-agent Covering Option Discovery through Kronecker Product of Factor Graphs.
AAMAS
(2022)
Jingdi Chen
,
Yimeng Wang
,
Tian Lan
Bringing Fairness to Actor-Critic Reinforcement Learning for Network Utility Optimization.
INFOCOM
(2021)