Jingdi Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Intrusion Detection

Natural Actor Critic

Reinforcement Learning

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Artif. Intell.

Publications

Lei Zhang, Joseph Riem, Jingdi Chen, Henry Mackay, Tian Lan, Nathaniel D. Bastian, Gina C. Adam
Multi-Memristor Based Distributed Decision Tree Circuit for Cybersecurity Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (8) (2024)
Jingdi Chen, Tian Lan, Carlee Joe-Wong
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning. AAAI (2024)
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)