Bringing Fairness to Actor-Critic Reinforcement Learning for Network Utility Optimization. - Jingdi Chen; Yimeng Wang; Tian Lan 001 (INFOCOM, 2021)

Multi-agent Covering Option Discovery through Kronecker Product of Factor Graphs. - Jiayu Chen; Jingdi Chen; Tian Lan 001; Vaneet Aggarwal (AAMAS, 2022)

Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs. - Jiayu Chen; Jingdi Chen; Tian Lan 001; Vaneet Aggarwal (NeurIPS, 2022)

Multi-agent Covering Option Discovery based on Kronecker Product of Factor Graphs. - Jiayu Chen; Jingdi Chen; Tian Lan 001; Vaneet Aggarwal (CoRR, 2022)

RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture. - Jingdi Chen; Lei Zhang; Joseph Riem; Gina C. Adam; Nathaniel D. Bastian; Tian Lan 001 (DSC, 2023)

Distributional-Utility Actor-Critic for Network Slice Performance Guarantee. - Jingdi Chen; Tian Lan 001; Nakjung Choi (MobiHoc, 2023)

Scalable Multi-agent Skill Discovery based on Kronecker Graphs. - Jiayu Chen; Jingdi Chen; Tian Lan 001; Vaneet Aggarwal (CoRR, 2023)

Minimizing Return Gaps with Discrete Communications in Decentralized POMDP. - Jingdi Chen; Tian Lan 001 (CoRR, 2023)

Real-time Network Intrusion Detection via Decision Transformers. - Jingdi Chen; Hanhan Zhou; Yongsheng Mei; Gina C. Adam; Nathaniel D. Bastian; Tian Lan 001 (CoRR, 2023)

Learning Multiagent Options for Tabular Reinforcement Learning using Factor Graphs. - Jiayu Chen; Jingdi Chen; Tian Lan 001; Vaneet Aggarwal (IEEE Trans. Artif. Intell., 2023)

RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning. - Jingdi Chen; Tian Lan 001; Carlee Joe-Wong (AAAI, 2024)

Co-Design of Decision Trees for Network Intrusion Detection at the Edge on Digital vs. Analog Hardware. - Joseph Riem; Lei Zhang; Jingdi Chen; Henry Mackay; Tian Lan 001; Nathaniel D. Bastian; Gina C. Adam (MILCOM, 2024)

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space. - Jingdi Chen; Hanhan Zhou; Yongsheng Mei; Carlee Joe-Wong; Gina C. Adam; Nathaniel D. Bastian; Tian Lan 001 (NeurIPS, 2024)

Multi-Memristor Based Distributed Decision Tree Circuit for Cybersecurity Applications. - Lei Zhang; Joseph Riem; Jingdi Chen; Henry Mackay; Tian Lan 001; Nathaniel D. Bastian; Gina C. Adam (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning. - Hanqing Yang 007; Jingdi Chen; Marie Siew; Tania Lorido-Botran; Carlee Joe-Wong (CoRR, 2025)