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Blog posts can be found here.
2026
The new DNS Lab website is now live.
The paper “Execution-Aware Stage-Wise Evaluation Framework for Indirect Prompt Injection in LLM-Based Email Agents” by Hyeonji Jang has been accepted and published in the 14th Volume of IEEE Access.
Minjun Choi presented his paper “Communication-Aware Adaptive Decentralized Traffic Signal Control via Broadcast gate” at 2026 Seventeenth International Conference on Ubiquitous and Future Networks (ICUFN) from July 7 to 10 in Milan, Italy.
The paper by Shivani Kolekar and Md Ilias Bappi has been accepted to the 2026 IEEE 46th International Conference on Distributed Computing Systems Workshops (ICDCSW) session where it will be presented.
The PLDC-Net paper has been accepted to and published in Plant Direct and alongside it the corresponding model code can be found in our repository.
Bappi’s paper “HCLmNet: A unified hybrid continual learning strategy multimodal network for lung cancer survival prediction” has been published in PLoS One.
Shivai Kolekar’s most recent paper titled “ATC-FL: Adaptive Thompson Sampling for Efficient Clustering in Federated Learning” has been accepted to IEEE Access for publication.
3 papers by DNS Lab students have been accepted to and will be presented at this years International Conference on Artificial Intelligence in Information and Communication (ICAIIC) in Tokyo, Japan from Feb. 24 to 27. The three papers are:
2025
The PLDC-80 paper has been accepted to and published at ASK 2025 and alongside it the corresponding dataset instructions can be found in our repository.