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Chao Qian
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 12
Top Topics
Pervasive Computing
Computing Systems
Areas Of Artificial Intelligence
Machine Learning
Top Venues
CoRR
PerCom Workshops
PKDD/ECML Workshops (1)
IoT Streams/ITEM@PKDD/ECML
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Publications
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Chao Qian
,
Tianheng Ling
,
Gregor Schiele
ElasticAI: Creating and Deploying Energy-Efficient Deep Learning Accelerator for Pervasive Computing.
PerCom Workshops
(2023)
Chao Qian
,
Tianheng Ling
,
Gregor Schiele
Energy Efficient LSTM Accelerators for Embedded FPGAs Through Parameterised Architecture Design.
ARCS
(2023)
Chao Qian
,
Tianheng Ling
,
Gregor Schiele
Enhancing Energy-efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs.
CoRR
(2023)
Tianheng Ling
,
Chao Qian
,
Lukas Einhaus
,
Gregor Schiele
A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs.
CoRR
(2023)
Tianheng Ling
,
Chao Qian
,
Gregor Schiele
On-Device Soft Sensors: Real-Time Fluid Flow Estimation from Level Sensor Data.
CoRR
(2023)
Chao Qian
,
Lukas Einhaus
,
Gregor Schiele
ElasticAI-Creator: Optimizing Neural Networks for Time-Series-Analysis for on-Device Machine Learning in IoT Systems.
SenSys
(2022)
Chao Qian
,
Tianheng Ling
,
Gregor Schiele
Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs.
PKDD/ECML Workshops (1)
(2022)
Lukas Einhaus
,
Chao Qian
,
Christopher Ringhofer
,
Gregor Schiele
In-Situ Artificial Intelligence for Self-* Devices: The Elastic AI Ecosystem (Tutorial).
ACSOS-C
(2021)
Christopher Cichiwskyj
,
Stephan Schmeißer
,
Chao Qian
,
Lukas Einhaus
,
Christopher Ringhofer
,
Gregor Schiele
Elastic AI: system support for adaptive machine learning in pervasive computing systems.
CCF Trans. Pervasive Comput. Interact.
3 (3) (2021)
Lukas Einhaus
,
Chao Qian
,
Christopher Ringhofer
,
Gregor Schiele
Towards Precomputed 1D-Convolutional Layers for Embedded FPGAs.
PKDD/ECML Workshops (1)
(2021)
Alwyn Burger
,
Chao Qian
,
Gregor Schiele
,
Domenik Helms
An Embedded CNN Implementation for On-Device ECG Analysis.
PerCom Workshops
(2020)
Christopher Cichiwskyj
,
Chao Qian
,
Gregor Schiele
Time to Learn: Temporal Accelerators as an Embedded Deep Neural Network Platform.
IoT Streams/ITEM@PKDD/ECML
(2020)