We are the Intelligent System (IntelliSys) Lab at the ECE Department of Stevens Institute of Technology. Our research bridges artificial intelligence (AI) and novel system architectures by designing efficient and robust AI algorithms and developing intelligent and high-performance computing systems. Check our roadmap.
News
| 08/23/2025 |
 Our paper “Taming Latency-Memory Trade-Off in MoE-Based LLM Serving via Fine-Grained Expert Offloading” has been accepted by EuroSys 2026. Find our arXiv paper here.
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| 08/20/2025 |
Our paper “pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models” has been accepted for presentation at the EMNLP 2025 Main Conference (acceptance rate 17.35%).
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| 08/01/2025 |
 Our two K-12 interns have successfully presented their project ``Donkey car: How to Train your AI’’ at Stevens ACES STARS Launch Day. Check their project here!
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| 06/25/2025 |
Our paper ``Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment’’ has been accepted by ICCV’25.
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| 06/09/2025 |
Our work on serverless eco-systems for AI has been reported by News@Indiana University.
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| More... |
Selected Publications
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EuroSysTaming Latency-Memory Trade-Off in MoE-Based LLM Serving via Fine-Grained Expert OffloadingAccepted by ACM European Conference on Computer Systems (EuroSys) 2026
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