APRIL 1, 2023 Conference Paper A Framework for Neural Network Inference on FPGA-Centric SmartNICs ( Read More )
APRIL 1, 2023 Conference Paper Accelerating Random Forest Classification on GPU and FPGA ( Read More )
MARCH 31, 2023 Journal Article AI-Accelerated Design of Targeted Covalent Inhibitors for SARS-CoV-2 ( Read More )
MARCH 29, 2023 Conference Paper VWC-BERT: Scaling Vulnerability–Weakness–Exploit Mapping on Modern AI Accelerators ( Read More )
MARCH 29, 2023 Conference Paper Towards Precision-Aware Fault Tolerance Approaches for Mixed-Precision Applications ( Read More )
MARCH 23, 2023 Conference Paper Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis ( Read More )
MARCH 22, 2023 Journal Article Codesign for Extreme Heterogeneity: Integrating Custom Hardware with Commodity Computing Technology to Support Next-Generation HPC Converged Workloads ( Read More )
FEBRUARY 28, 2023 Conference Paper HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures ( Read More )
FEBRUARY 24, 2023 Conference Paper MLIR loop optimizations for High-Level Synthesis: a case study ( Read More )
FEBRUARY 24, 2023 Conference Paper MARS: Malleable Actor-Critic Reinforcement Learning Scheduler ( 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 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 )