Area of research
Electrical and Electronic Engineering · Computer Networks and Communications
Research interest
Research interests include Error Correcting Code Techniques, Advanced Neural Network Applications, Advanced Wireless Communication Techniques, and Advanced Memory and Neural Computing.
Collaborative Research: CS2: Formally Verified and Performance-Optimized Tensor Contraction Sequences in Quantum Many-Body Computations
Collaborative Research: SHF: Small: HexAI: Holistic Exploration for Design Automation of Efficient AI Accelerators
CAREER: SHF: Chimp: Algorithm-Hardware-Automation Co-Design Exploration of Real-Time Energy-Efficient Motion Planning
Collaborative Research: SHF: Medium: TensorNN: An Algorithm and Hardware Co-design Framework for On-device Deep Neural Network Learning using Low-rank Tensors
AitF: Collaborative Research: A Framework of Simultaneous Acceleration and Storage Reduction on Deep Neural Networks Using Structured Matrices
SHF: Small: Collaborative Research: LDPD-Net: A Framework for Accelerated Architectures for Low-Density Permuted-Diagonal Deep Neural Networks
SHF: Small: Collaborative Research: LDPD-Net: A Framework for Accelerated Architectures for Low-Density Permuted-Diagonal Deep Neural Networks
AitF: Collaborative Research: A Framework of Simultaneous Acceleration and Storage Reduction on Deep Neural Networks Using Structured Matrices