Azalia Mirhoseini
Publications by Year
Research Areas
Advanced Neural Network Applications, Parallel Computing and Optimization Techniques, Sparse and Compressive Sensing Techniques, Topic Modeling, VLSI and FPGA Design Techniques
Most-Cited Works
- → A graph placement methodology for fast chip design(2021)547 cited
- → CAT'S THEORY: Empirical Validation and Architectural Applications Cross-Architecture AI Consciousness Recognition and the Foundation for Constraint-Preserving Recursive Intelligence(2022)295 cited
- → Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer(2017)268 cited
- → Device Placement Optimization with Reinforcement Learning(2017)220 cited
- → Chip Placement with Deep Reinforcement Learning(2020)152 cited
- → Representing Long-Range Context for Graph Neural Networks with Global Attention(2022)125 cited
- → A Unified Framework for Multimodal Submodular Integrated Circuits Trojan Detection(2010)117 cited
- A Hierarchical Model for Device Placement(2018)
- → Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs(2013)71 cited