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Ang Li
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 28
Top Topics
Machine Learning
Xilinx Virtex
Message Passing Interface
Collaborative Filtering
Top Venues
CoRR
ICS
QCE
DAC
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Publications
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Jou-An Chen
,
Hsin-Hsuan Sung
,
Xipeng Shen
,
Sutanay Choudhury
,
Ang Li
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs.
ICS
(2023)
Zhenyu Pan
,
Anshujit Sharma
,
Jerry Yao-Chieh Hu
,
Zhuo Liu
,
Ang Li
,
Han Liu
,
Michael C. Huang
,
Tong Geng
Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty.
AAAI
(2023)
Pouya Haghi
,
William Krska
,
Cheng Tan
,
Tong Geng
,
Po-Hao Chen
,
Connor Greenwood
,
Anqi Guo
,
Thomas Hines
,
Chunshu Wu
,
Ang Li
,
Anthony Skjellum
,
Martin C. Herbordt
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study.
ICS
(2023)
Hongwu Peng
,
Shaoyi Huang
,
Tong Zhou
,
Yukui Luo
,
Chenghong Wang
,
Zigeng Wang
,
Jiahui Zhao
,
Xi Xie
,
Ang Li
,
Tony Geng
,
Kaleel Mahmood
,
Wujie Wen
,
Xiaolin Xu
,
Caiwen Ding
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.
CoRR
(2023)
Bo Fang
,
Xinyi Li
,
Harvey Dam
,
Cheng Tan
,
Siva Kumar Sastry Hari
,
Timothy Tsai
,
Ignacio Laguna
,
Dingwen Tao
,
Ganesh Gopalakrishnan
,
Prashant Nair
,
Kevin J. Barker
,
Ang Li
MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications.
CoRR
(2023)
Tommy Nguyen
,
Yue Shi
,
Samuel Alexander Stein
,
Tim Stavenger
,
Marvin Warner
,
Martin Roetteler
,
Torsten Hoefler
,
Ang Li
A Reference Implementation for a Quantum Message Passing Interface.
QCE
(2023)
Jou-An Chen
,
Hsin-Hsuan Sung
,
Xipeng Shen
,
Sutanay Choudhury
,
Ang Li
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs.
CoRR
(2023)
Chunshu Wu
,
Tong Geng
,
Anqi Guo
,
Sahan Bandara
,
Pouya Haghi
,
Chuan Liu
,
Ang Li
,
Martin C. Herbordt
FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics.
SC
(2023)
Jou-An Chen
,
Hsin-Hsuan Sung
,
Xipeng Shen
,
Nathan R. Tallent
,
Kevin J. Barker
,
Ang Li
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations.
J. Parallel Distributed Comput.
177 (2023)
Zhuo Liu
,
Yunan Yang
,
Zhenyu Pan
,
Anshujit Sharma
,
Amit Hasan
,
Caiwen Ding
,
Ang Li
,
Michael C. Huang
,
Tong Geng
Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning.
DAC
(2023)
Wei Sun
,
Ang Li
,
Tong Geng
,
Sander Stuijk
,
Henk Corporaal
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numeric Behaviors.
IEEE Trans. Parallel Distributed Syst.
34 (1) (2023)
Yan-Hao Chen
,
Yuwei Jin
,
Fei Hua
,
Ari B. Hayes
,
Ang Li
,
Yunong Shi
,
Eddy Z. Zhang
A Pulse Generation Framework with Augmented Program-aware Basis Gates and Criticality Analysis.
HPCA
(2023)
Boyuan Zhang
,
Bo Fang
,
Qiang Guan
,
Ang Li
,
Dingwen Tao
MEMQSim: Highly Memory-Efficient and Modularized Quantum State-Vector Simulation.
CoRR
(2023)
Meng Wang
,
Fei Hua
,
Chenxu Liu
,
Nicholas P. Bauman
,
Karol Kowalski
,
Daniel Claudino
,
Travis S. Humble
,
Prashant Nair
,
Ang Li
Enabling Scalable VQE Simulation on Leading HPC Systems.
SC Workshops
(2023)
Xinyi Li
,
Ignacio Laguna
,
Bo Fang
,
Katarzyna Swirydowicz
,
Ang Li
,
Ganesh Gopalakrishnan
Design and Evaluation of GPU-FPX: A Low-Overhead tool for Floating-Point Exception Detection in NVIDIA GPUs.
HPDC
(2023)
Yixuan Luo
,
Cheng Tan
,
Nicolas Bohm Agostini
,
Ang Li
,
Antonino Tumeo
,
Nirav Dave
,
Tong Geng
ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs.
DAC
(2023)
Yuke Wang
,
Boyuan Feng
,
Zheng Wang
,
Tong Geng
,
Kevin J. Barker
,
Ang Li
,
Yufei Ding
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms.
OSDI
(2023)
Hongwu Peng
,
Caiwen Ding
,
Tong Geng
,
Sutanay Choudhury
,
Kevin J. Barker
,
Ang Li
Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs.
CoRR
(2023)
Fei Hua
,
Meng Wang
,
Gushu Li
,
Bo Peng
,
Chenxu Liu
,
Muqing Zheng
,
Samuel Alexander Stein
,
Yufei Ding
,
Eddy Z. Zhang
,
Travis S. Humble
,
Ang Li
QASMTrans: A QASM Quantum Transpiler Framework for NISQ Devices.
SC Workshops
(2023)
Ying Mao
,
Vaishali Sharma
,
Wenjia Zheng
,
Long Cheng
,
Qiang Guan
,
Ang Li
Elastic Resource Management for Deep Learning Applications in a Container Cluster.
IEEE Trans. Cloud Comput.
11 (2) (2023)
Anqi Guo
,
Yuchen Hao
,
Chunshu Wu
,
Pouya Haghi
,
Zhenyu Pan
,
Min Si
,
Dingwen Tao
,
Ang Li
,
Martin C. Herbordt
,
Tong Geng
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training.
ICS
(2023)
Hongwu Peng
,
Shaoyi Huang
,
Tong Zhou
,
Yukui Luo
,
Chenghong Wang
,
Zigeng Wang
,
Jiahui Zhao
,
Xi Xie
,
Ang Li
,
Tony Geng
,
Kaleel Mahmood
,
Wujie Wen
,
Xiaolin Xu
,
Caiwen Ding
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.
ICCV
(2023)
Jinyang Li
,
Zhepeng Wang
,
Zhirui Hu
,
Prasanna Date
,
Ang Li
,
Weiwen Jiang
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices.
QCE
(2023)
Anqi Guo
,
Tong Geng
,
Yongan Zhang
,
Pouya Haghi
,
Chunshu Wu
,
Cheng Tan
,
Yingyan Lin
,
Ang Li
,
Martin C. Herbordt
A Framework for Neural Network Inference on FPGA-Centric SmartNICs.
FPL
(2022)
Bo Fang
,
Siva Kumar Sastry Hari
,
Timothy Tsai
,
Xinyi Li
,
Ganesh Gopalakrishnan
,
Ignacio Laguna
,
Kevin J. Barker
,
Ang Li
Towards Precision-Aware Fault Tolerance Approaches for Mixed-Precision Applications.
FTXS@SC
(2022)
Betis Baheri
,
Jacob Tronge
,
Bo Fang
,
Ang Li
,
Vipin Chaudhary
,
Qiang Guan
MARS: Malleable Actor-Critic Reinforcement Learning Scheduler.
IPCCC
(2022)
Samuel Alexander Stein
,
Ying Mao
,
James A. Ang
,
Ang Li
QuCNN: A Quantum Convolutional Neural Network with Entanglement Based Backpropagation.
SEC
(2022)
Yanfei Li
,
Tong Geng
,
Ang Li
,
Huimin Yu
BCNN: Binary complex neural network.
Microprocess. Microsystems
87 (2021)