The Age of Correlated Features in Supervised Learning based Forecasting. - Md Kamran Chowdhury Shisher; Heyang Qin; Lei Yang 001; Feng Yan 001; Yin Sun (INFOCOM Workshops, 2021)

How does data freshness affect real-time supervised learning? - Md Kamran Chowdhury Shisher; Yin Sun (MobiHoc, 2022)

A Local Geometric Interpretation of Feature Extraction in Deep Feedforward Neural Networks. - Md Kamran Chowdhury Shisher; Tasmeen Zaman Ornee; Yin Sun (CoRR, 2022)

Context-aware Status Updating: Wireless Scheduling for Maximizing Situational Awareness in Safety-critical Systems. - Tasmeen Zaman Ornee; Md Kamran Chowdhury Shisher; Clement Kam; Yin Sun (MILCOM, 2023)

Learning and Communications Co-Design for Remote Inference Systems: Feature Length Selection and Transmission Scheduling. - Md Kamran Chowdhury Shisher; Bo Ji 001; I-Hong Hou; Yin Sun (CoRR, 2023)

Goal-Oriented Communications for Remote Inference with Two-Way Delay. - Cagri Ari; Md Kamran Chowdhury Shisher; Elif Uysal; Yin Sun (CoRR, 2023)

On the Monotonicity of Information Aging. - Md Kamran Chowdhury Shisher; Yin Sun (INFOCOM (Workshops), 2024)

Goal-Oriented Communications for Remote Inference Under Two-Way Delay with Memory. - Cagri Ari; Md Kamran Chowdhury Shisher; Elif Uysal; Yin Sun (ISIT, 2024)

Goal-Oriented Communications for Real-time Inference with Two-Way Delay. - Cagri Ari; Md Kamran Chowdhury Shisher; Yin Sun; Elif Uysal (CoRR, 2024)

Timely Inference over Networks. - Md Kamran Chowdhury Shisher (SIGMETRICS Perform. Evaluation Rev., 2024)

Timely Communications for Remote Inference. - Md Kamran Chowdhury Shisher; Yin Sun; I-Hong Hou (IEEE/ACM Trans. Netw., 2024)

Computation and Communication Co-Scheduling for Timely Multi-Task Inference at the Wireless Edge. - Md Kamran Chowdhury Shisher; Adam Piaseczny; Yin Sun; Christopher G. Brinton (INFOCOM, 2025)

RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget. - Adam Piaseczny; Md Kamran Chowdhury Shisher; Shiqiang Wang 001; Christopher G. Brinton (CoRR, 2025)

Online Learning of Whittle Indices for Restless Bandits with Non-Stationary Transition Kernels. - Md Kamran Chowdhury Shisher; Vishrant Tripathi; Mung Chiang; Christopher G. Brinton (CoRR, 2025)

Remote Safety Monitoring: Significance-Aware Status Updating for Situational Awareness. - Tasmeen Zaman Ornee; Md Kamran Chowdhury Shisher; Clement Kam; Yin Sun (CoRR, 2025)