FEBRUARY 24, 2023 Conference Paper MARS: Malleable Actor-Critic Reinforcement Learning Scheduler ( Read More )
FEBRUARY 18, 2023 Journal Article An initial investigation of accuracy required for the identifcation of small molecules in complex samples using quantum chemical calculated NMR chemical shifts ( Read More )
JANUARY 31, 2023 Journal Article A Geospatial Risk Analysis Graphical User Interface for Identifying Hazardous Chemicals Emission Sources ( Read More )
JANUARY 20, 2023 Conference Paper An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration ( Read More )
JANUARY 20, 2023 Journal Article Fock-space Schrieffer-Wolff transformation: classically-assisted rank-reduced quantum phase estimation algorithm. ( Read More )
JANUARY 20, 2023 Conference Paper SODA Synthesizer: an Open-source, Multi-level, Modular, Extensible Compiler from High-level Frameworks to Silicon ( Read More )
JANUARY 13, 2023 Journal Article Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors ( Read More )
JANUARY 13, 2023 Journal Article Mechanistic Investigation of SARS-CoV-2 Main Protease to Accelerate Design of Covalent Inhibitors ( Read More )
JANUARY 13, 2023 Journal Article Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning ( Read More )
JANUARY 13, 2023 Conference Paper MemGaze: Rapid and Effective Load-Level Memory Trace Analysis ( Read More )
JANUARY 13, 2023 Conference Paper Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure ( Read More )
OCTOBER 13, 2022 Conference Paper The SODA Approach: Leveraging High-Level Synthesis for Hardware/Software Co-design and Hardware Specialization: Invited ( Read More )
OCTOBER 13, 2022 Conference Paper A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining ( Read More )
SEPTEMBER 21, 2022 Conference Paper Towards Superior Software Portability with SHAD and HPX C++ Libraries ( Read More )
SEPTEMBER 21, 2022 Conference Paper ASAP: Automatic Synthesis of Area-Efficient and Precision-Aware CGRAs ( Read More )
SEPTEMBER 21, 2022 Journal Article Deep Learning to Estimate Permeability using Geophysical Data ( Read More )
JUNE 14, 2022 Conference Paper EQC: Ensembled Quantum Computing for Variational Quantum Algorithms ( Read More )
MAY 24, 2022 Conference Paper Exploring the Use of Novel Spatial Accelerators in Scientific Applications ( Read More )