Shih-Yuan Yu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Intellectual Property

Graph Embedding

Manufacturing Systems

Top Venues

J. Innov. Digit. Ecosyst.

Publications

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)