IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge. - Prasanna Porwal; Samiksha Pachade; Manesh Kokare; Girish Deshmukh; Jaemin Son; Woong Bae; Lihong Liu; Jianzong Wang; Xinhui Liu; Liangxin Gao; Tianbo Wu; Jing Xiao 006; et al. (Medical Image Anal., 2020)

Distributed Multi-agent Reinforcement Learning for Directional UAV Network Control. - Linsheng He; Jiamiao Zhao; Fei Hu 001 (HPDC, 2023)

Intelligent Terahertz Medium Access Control (MAC) for Highly Dynamic Airborne Networks. - Linsheng He; Fei Hu 001; Zhe Chu; Jiamiao Zhao; Yalin E. Sagduyu; Ngwe Thawdar; Sunil Kumar 001 (IEEE Trans. Aerosp. Electron. Syst., 2023)

Exclusive-Region-Map-Based Medium Access Control in Mobile Networks With Directional Antennas Through Deep Interference Learning. - Zhe Chu; Fei Hu 001; Jiamiao Zhao; Linsheng He; Elizabeth Serena Bentley; Sunil Kumar 001 (IEEE Trans. Cogn. Commun. Netw., 2023)

Directional Multicast Routing in Mobile Networks Through Tracking of Directional Interference Dynamics. - Jiamiao Zhao; Linsheng He; Fei Hu 001; Sunil Kumar 001 (IEEE Access, 2024)

Deep reinforcement learning enhanced skeleton based pipe routing for high-throughput transmission in flying ad-hoc networks. - Niloofar Toorchi; Weiqiang Lyu; Linsheng He; Jiamiao Zhao; Iftikhar Rasheed; Fei Hu 001 (Comput. Networks, 2024)

Semantic RF Waveform Adaptation in Flying Ad Hoc Networks via Hybrid Knowledge Bases and Deep Reinforcement Learning. - Weiqiang Lyu; Linsheng He; Jiamiao Zhao; Fei Hu 001 (IEEE Access, 2025)

Directional Interference Avoidance With Minimum Interaircraft Interactions for Flying Ad Hoc Networks (FANET) With Directional Antennas Through Distributed Multiagent Reinforcement Learning. - Linsheng He; Jiamiao Zhao; Fei Hu 001; Sunil Kumar 001 (IEEE Trans. Aerosp. Electron. Syst., 2025)