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Shih-Yuan Yu
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 26
Top Topics
Intellectual Property
Graph Embedding
Manufacturing Systems
D Scene
Top Venues
CoRR
DATE
HOST
J. Innov. Digit. Ecosyst.
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Publications
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Junyao Wang
,
Arnav Vaibhav Malawade
,
Junhong Zhou
,
Shih-Yuan Yu
,
Mohammad Abdullah Al Faruque
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
WACV
(2024)
Shih-Yuan Yu
,
Yonatan Gizachew Achamyeleh
,
Chonghan Wang
,
Anton Kocheturov
,
Patrick Eisen
,
Mohammad Abdullah Al Faruque
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering.
CoRR
(2023)
Shih-Yuan Yu
,
Yonatan Gizachew Achamyeleh
,
Chonghan Wang
,
Anton Kocheturov
,
Patrick Eisen
,
Mohammad Abdullah Al Faruque
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering.
ICSE-SEIP
(2023)
Arnav Vaibhav Malawade
,
Shih-Yuan Yu
,
Junyao Wang
,
Mohammad Abdullah Al Faruque
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
CoRR
(2023)
Arnav Vaibhav Malawade
,
Shih-Yuan Yu
,
Brandon Hsu
,
Deepan Muthirayan
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
IEEE Internet Things J.
9 (12) (2022)
Trier Mortlock
,
Deepan Muthirayan
,
Shih-Yuan Yu
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
IEEE Trans. Emerg. Top. Comput.
10 (1) (2022)
Rozhin Yasaei
,
Luke Chen
,
Shih-Yuan Yu
,
Mohammad Abdullah Al Faruque
Hardware Trojan Detection using Graph Neural Networks.
CoRR
(2022)
Shih-Yuan Yu
,
Arnav Vaibhav Malawade
,
Deepan Muthirayan
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
IEEE Trans. Intell. Transp. Syst.
23 (7) (2022)
Arnav Vaibhav Malawade
,
Shih-Yuan Yu
,
Brandon Hsu
,
Harsimrat Kaeley
,
Anurag Karra
,
Mohammad Abdullah Al Faruque
roadscene2vec: A tool for extracting and embedding road scene-graphs.
Knowl. Based Syst.
242 (2022)
Yasamin Moghaddas
,
Tommy Nguyen
,
Shih-Yuan Yu
,
Rozhin Yasaei
,
Mohammad Abdullah Al Faruque
Technical Report for HW2VEC - A Graph Learning Tool for Automating Hardware Security.
CoRR
(2021)
Trier Mortlock
,
Deepan Muthirayan
,
Shih-Yuan Yu
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
CoRR
(2021)
Rozhin Yasaei
,
Shih-Yuan Yu
,
Emad Kasaeyan Naeini
,
Mohammad Abdullah Al Faruque
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection.
CoRR
(2021)
Arnav Vaibhav Malawade
,
Shih-Yuan Yu
,
Brandon Hsu
,
Harsimrat Kaeley
,
Anurag Karra
,
Mohammad Abdullah Al Faruque
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs.
CoRR
(2021)
Shih-Yuan Yu
,
Rozhin Yasaei
,
Qingrong Zhou
,
Tommy Nguyen
,
Mohammad Abdullah Al Faruque
HW2VEC: A Graph Learning Tool for Automating Hardware Security.
CoRR
(2021)
Shih-Yuan Yu
,
Rozhin Yasaei
,
Qingrong Zhou
,
Tommy Nguyen
,
Mohammad Abdullah Al Faruque
HW2VEC: a Graph Learning Tool for Automating Hardware Security.
HOST
(2021)
Shih-Yuan Yu
,
Sujit Rokka Chhetri
,
Arquimedes Canedo
,
Palash Goyal
,
Mohammad Abdullah Al Faruque
Pykg2vec: A Python Library for Knowledge Graph Embedding.
J. Mach. Learn. Res.
22 (2021)
Shih-Yuan Yu
,
Arnav Vaibhav Malawade
,
Mohammad Abdullah Al Faruque
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing.
CoRR
(2021)
Arnav V. Malawade
,
Shih-Yuan Yu
,
Brandon Hsu
,
Deepan Muthirayan
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
CoRR
(2021)
Mohammad Abdullah Al Faruque
,
Deepan Muthirayan
,
Shih-Yuan Yu
,
Pramod P. Khargonekar
Cognitive Digital Twin for Manufacturing Systems.
DATE
(2021)
Tuo Zhou
,
Shih-Yuan Yu
,
Matthew Michaels
,
Fangzhou Du
,
Lawrence Kulinsky
,
Mohammad Abdullah Al Faruque
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly.
CoRR
(2021)
Rozhin Yasaei
,
Shih-Yuan Yu
,
Emad Kasaeyan Naeini
,
Mohammad Abdullah Al Faruque
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection.
DAC
(2021)
Rozhin Yasaei
,
Shih-Yuan Yu
,
Mohammad Abdullah Al Faruque
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level.
DATE
(2021)
Shih-Yuan Yu
,
Arnav V. Malawade
,
Deepan Muthirayan
,
Pramod P. Khargonekar
,
Mohammad Abdullah Al Faruque
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
CoRR
(2020)
Amar Viswanathan Kannan
,
Dmitriy Fradkin
,
Ioannis Akrotirianakis
,
Tugba Kulahcioglu
,
Arquimedes Canedo
,
Aditi Roy
,
Shih-Yuan Yu
,
Arnav V. Malawade
,
Mohammad Abdullah Al Faruque
Multimodal Knowledge Graph for Deep Learning Papers and Code.
CIKM
(2020)
Shih-Yuan Yu
,
Arnav Vaibhav Malawade
,
Sujit Rokka Chhetri
,
Mohammad Abdullah Al Faruque
Sabotage Attack Detection for Additive Manufacturing Systems.
IEEE Access
8 (2020)
Shih-Yuan Yu
,
Sujit Rokka Chhetri
,
Arquimedes Canedo
,
Palash Goyal
,
Mohammad Abdullah Al Faruque
Pykg2vec: A Python Library for Knowledge Graph Embedding.
CoRR
(2019)
Ted Selker
,
Shih-Yuan Yu
,
Che-Wei Liang
,
Jane Yung-jen Hsu
SweetBuildingGreeter: A Demonstration of Persuasive Technology for Public Space.
HCI (7)
(2015)
Shih-Yuan Yu
,
Chi-Sheng Shih
,
Jane Yung-jen Hsu
,
Zhenqiu Huang
,
Kwei-Jay Lin
QoS Oriented Sensor Selection in IoT System.
iThings/GreenCom/CPSCom
(2014)
Zhenqiu Huang
,
Kwei-Jay Lin
,
Shih-Yuan Yu
,
Jane Yung-jen Hsu
Building Energy Efficient Internet of Things by Co-Locating Services to Minimize Communication.
MEDES
(2014)
Zhenqiu Huang
,
Kwei-Jay Lin
,
Shih-Yuan Yu
,
Jane Yung-jen Hsu
Co-locating services in IoT systems to minimize the communication energy cost.
J. Innov. Digit. Ecosyst.
1 (1-2) (2014)
Yi-Ching Huang
,
Chun-I Wang
,
Shih-Yuan Yu
,
Jane Yung-jen Hsu
In-HIT Example-Guided Annotation Aid for Crowdsourcing UI Components.
HCOMP (Works in Progress / Demos)
(2013)
Yi-Ching Huang
,
Bo-Lung Tsai
,
Chun-I Wang
,
Shih-Yuan Yu
,
Che-Wei Liang
,
Jane Yung-jen Hsu
,
Ted Selker
Leveraging Persuasive Feedback Mechanism for Problem Solving.
AAAI Spring Symposium: Shikakeology
(2013)
Chun-Ching Hsiao
,
Shih-Yuan Yu
Improved Response of ZnO Films for Pyroelectric Devices.
Sensors
12 (12) (2012)