Under Review:
- 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.
- 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.
- 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
- 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:
- 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
- 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
- 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.
- 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]
- 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:
- 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%]
- AoI-based Scheduling of Correlated Sources for Timely Inference
Md Kamran Chowdhury Shisher, Vishrant Tripathi, Christopher G. Brinton, and Mung Chiang, IEEE ICC, 2025.
- 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%]
- Goal-Oriented Communications for Remote Inference with Two-Way Delay
Cagri Ari, Md Kamran Chowdhury Shisher, Elif Uysal, and Yin Sun, IEEE ISIT, 2024.
- On the Monotonicity of Information Aging
Md Kamran Chowdhury Shisher and Yin Sun, IEEE INFOCOM ASoI Workshop, 2024.
- 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.
- How Does Data Freshness Affect Real-time Supervised Learning?
Md Kamran Chowdhury Shisher and Yin Sun, ACM MobiHoc 2022. [Acceptance Rate: 19.8%]
- 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.
- 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.