Publications

Under Review

  1. Distributed Online Convex Optimization with Interference Constraints: The Role of Gradient Freshness
    Yinan Zou, Md Kamran Chowdhury Shisher, Vishrant Tripathi, and Christopher G. Brinton, submitted.
  2. Online Learning of Whittle Indices for Restless Bandits with Non-Stationary Transition Kernels
    Md Kamran Chowdhury Shisher, Vishrant Tripathi, Christopher G. Brinton, and Mung Chiang, submitted.
  3. Computation and Communication Co-scheduling for Multi-Task Remote Inference
    Md Kamran Chowdhury Shisher, Adam Piaseczny, Yin Sun, and Christopher G. Brinton, under review in IEEE Transactions on Networking.
  4. Remote Safety Monitoring: Significance-Aware Status Updating for Situational Awareness
    Tasmeen Zaman Ornee, Md Kamran Chowdhury Shisher, Clement Kam, and Yin Sun, under review in IEEE Transactions on Information Theory.

Peer-reviewed Journal Papers

  1. Goal-Oriented Status Updating for Real-time Remote Inference over Networks with Two-Way Delay
    Cagri Ari, Md Kamran Chowdhury Shisher, Elif Uysal, and Yin Sun, IEEE Transactions on Networking, 2026.
  2. AoI-based Scheduling of Correlated Sources for Timely Inference
    Md Kamran Chowdhury Shisher, Vishrant Tripathi, Christopher G. Brinton, and Mung Chiang, IEEE Transactions on Networking, 2026.
  3. Timely Communications for Remote Inference
    Md Kamran Chowdhury Shisher, Yin Sun, and I-Hong Hou, IEEE/ACM Transactions on Networking, vol. 32, no. 5, pp. 3824-3839, 2024.
  4. Learning and Communications Co-design for Remote Inference: Feature Length Selection and Transmission Scheduling
    Md Kamran Chowdhury Shisher, Bo Ji, I-Hong Hou, and Yin Sun, IEEE Journal on Selected Areas in Information Theory, vol. 4, pp. 524-538, 2023. [Errata]
  5. A Transfer Learning-Based Deep Convolutional Neural Network for Detection of Fusarium Wilt in Banana Crops
    Kevin Yan, Md Kamran Chowdhury Shisher, and Yin Sun, AgriEngineering, vol. 5, no. 4, pp. 2381-2394, 2023.

Peer-reviewed Conference Papers

  1. RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
    Adam Piaseczny, Md Kamran Chowdhury Shisher, Shiqiang Wang, Christopher G Brinton, NeurIPS 2025. Acceptance Rate: 24.52%
  2. AoI-based Scheduling of Correlated Sources for Timely Inference
    Md Kamran Chowdhury Shisher, Vishrant Tripathi, Christopher G. Brinton, and Mung Chiang, IEEE ICC, 2025.
  3. Computation and Communication Co-scheduling for Timely Multi-Task Inference at the Wireless Edge
    Md Kamran Chowdhury Shisher, Adam Piaseczny, Yin Sun, and Christopher G. Brinton, IEEE INFOCOM, 2025. Acceptance Rate: 18.6%
  4. Goal-Oriented Communications for Remote Inference with Two-Way Delay
    Cagri Ari, Md Kamran Chowdhury Shisher, Elif Uysal, and Yin Sun, IEEE ISIT, 2024.
  5. On the Monotonicity of Information Aging
    Md Kamran Chowdhury Shisher and Yin Sun, IEEE INFOCOM ASoI Workshop, 2024.
  6. Context-aware Status Updating: Wireless Scheduling for Maximizing Situational Awareness in Safety-critical Systems
    Tasmeen Zaman Ornee, Md Kamran Chowdhury Shisher, Clement Kam, and Yin Sun, IEEE MILCOM QuAVoI Workshop, 2023.
  7. How Does Data Freshness Affect Real-time Supervised Learning?
    Md Kamran Chowdhury Shisher and Yin Sun, ACM MobiHoc 2022. Acceptance Rate: 19.8%
  8. The Age of Correlated Features in Supervised Learning based Forecasting
    Md Kamran Chowdhury Shisher, Heyang Qin, Lei Yang, Feng Yan, and Yin Sun, IEEE INFOCOM Age of Information Workshop, 2021.
  9. QoS aware user association in massive MIMO enabled hetnets for DTU and NDTU traffic
    Md Kamran Chowdhury Shisher, Tasmeen Zaman Ornee, and Md Farhad Hossain, IEEE ICAEE, 2017.