Academic Publications & Research Outputs

Explore peer-reviewed research, journal articles, and conference proceedings published by our team.

Featured Works

Neural Architecture Search for Edge Devices

2024
M. Chen J. Kim E. Research

This paper presents a novel NAS framework that reduces computational overhead by 42% while maintaining inference accuracy.

Quantum-Resistant Cryptographic Algorithms

2024
L. Wang A. Patel

Analysis of post-quantum cryptographic systems with real-world benchmarking across 10+ enterprise environments.

Research Timeline

Graph Neural Networks in Climate Modeling

December 2023 | IEEE TAC

Graph Neural Networks in Climate Modeling

December 2023 | IEEE TAC

Developed GNN architecture to predict climate patterns with 94% accuracy across 20+ global datasets.

Neural Turing Machines for Code Generation

July 2024 | AAAI

Neural Turing Machines for Code Generation

July 2024 | AAAI

Introduced hybrid neural Turing machines achieving state-of-the-art code generation results across 7 programming languages.

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