Shih-Yuan Yu

40 papers A* 1A 5C 1Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A conf
AGNOMIN - Architecture Agnostic Multi-Label Function Name Prediction.
ACSAC
Yonatan Gizachew Achamyeleh, Tongtao Zhang, Joshua Hyunki Kim, Gabriel Garcia, Shih-Yuan Yu, Anton Kocheturov, Mohammad Abdullah Al Faruque
2025 J jnl
AGNOMIN - Architecture Agnostic Multi-Label Function Name Prediction.
CoRR
Yonatan Gizachew Achamyeleh, Tongtao Zhang, Joshua Hyunki Kim, Gabriel Garcia, Shih-Yuan Yu, Anton Kocheturov, Mohammad Abdullah Al Faruque
2025 — conf
Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems.
KDD (2)
Yonatan Gizachew Achamyeleh, Shih-Yuan Yu, Gustavo Quiros Araya, Mohammad Abdullah Al Faruque
2025 J jnl
Bridging the PLC Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems.
CoRR
Yonatan Gizachew Achamyeleh, Shih-Yuan Yu, Gustavo Quiros Araya, Mohammad Abdullah Al Faruque
2025 J jnl
DART: Distribution-Aware Hardware Trojan Detection.
IEEE Trans. Inf. Forensics Secur.
Luke Chen, Youssef Gamal, Yanda Li, Shih-Yuan Yu, Ihsen Alouani, Mohammad Abdullah Al Faruque
2025 J jnl
Hardware Trojan Detection Using Graph Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque
2024 A conf
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
WACV
Junyao Wang, Arnav Vaibhav Malawade, Junhong Zhou, Shih-Yuan Yu, Mohammad Abdullah Al Faruque
2023 — conf
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering.
ICSE-SEIP
Shih-Yuan Yu, Yonatan Gizachew Achamyeleh, Chonghan Wang, Anton Kocheturov, Patrick Eisen, Mohammad Abdullah Al Faruque
2023 J jnl
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering.
CoRR
Shih-Yuan Yu, Yonatan Gizachew Achamyeleh, Chonghan Wang, Anton Kocheturov, Patrick Eisen, Mohammad Abdullah Al Faruque
2023 — —
Graph Learning for Robust Embedded and Cyber-Physical Systems
Shih-Yuan Yu
2023 J jnl
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
CoRR
Arnav Vaibhav Malawade, Shih-Yuan Yu, Junyao Wang, Mohammad Abdullah Al Faruque
2022 J jnl
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
IEEE Trans. Emerg. Top. Comput.
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 J jnl
Hardware Trojan Detection using Graph Neural Networks.
CoRR
Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque
2022 J jnl
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
IEEE Trans. Intell. Transp. Syst.
Shih-Yuan Yu, Arnav Vaibhav Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 J jnl
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
IEEE Internet Things J.
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2022 J jnl
roadscene2vec: A tool for extracting and embedding road scene-graphs.
Knowl. Based Syst.
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque
2021 A conf
Cognitive Digital Twin for Manufacturing Systems.
DATE
Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar
2021 J jnl
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly.
CoRR
Tuo Zhou, Shih-Yuan Yu, Matthew Michaels, Fangzhou Du, Lawrence Kulinsky, Mohammad Abdullah Al Faruque
2021 A* conf
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection.
DAC
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque
2021 J jnl
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection.
CoRR
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque
2021 A conf
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level.
DATE
Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque
2021 J jnl
Graph Learning for Cognitive Digital Twins in Manufacturing Systems.
CoRR
Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
HW2VEC: A Graph Learning Tool for Automating Hardware Security.
CoRR
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque
2021 — conf
HW2VEC: a Graph Learning Tool for Automating Hardware Security.
HOST
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque
2021 J jnl
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing.
CoRR
Shih-Yuan Yu, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque
2021 J jnl
Pykg2vec: A Python Library for Knowledge Graph Embedding.
J. Mach. Learn. Res.
Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque
2021 J jnl
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction.
CoRR
Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2021 J jnl
Technical Report for HW2VEC - A Graph Learning Tool for Automating Hardware Security.
CoRR
Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque
2021 J jnl
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs.
CoRR
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque
2020 A conf
Multimodal Knowledge Graph for Deep Learning Papers and Code.
CIKM
Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis, Tugba Kulahcioglu, Arquimedes Canedo, Aditi Roy, Shih-Yuan Yu, Arnav V. Malawade, Mohammad Abdullah Al Faruque
2020 J jnl
Sabotage Attack Detection for Additive Manufacturing Systems.
IEEE Access
Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque
2020 J jnl
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions.
CoRR
Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque
2019 J jnl
Pykg2vec: A Python Library for Knowledge Graph Embedding.
CoRR
Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque
2015 — conf
SweetBuildingGreeter: A Demonstration of Persuasive Technology for Public Space.
HCI (7)
Ted Selker, Shih-Yuan Yu, Che-Wei Liang, Jane Yung-jen Hsu
2014 C conf
Building Energy Efficient Internet of Things by Co-Locating Services to Minimize Communication.
MEDES
Zhenqiu Huang, Kwei-Jay Lin, Shih-Yuan Yu, Jane Yung-jen Hsu
2014 J jnl
Co-locating services in IoT systems to minimize the communication energy cost.
J. Innov. Digit. Ecosyst.
Zhenqiu Huang, Kwei-Jay Lin, Shih-Yuan Yu, Jane Yung-jen Hsu
2014 — conf
QoS Oriented Sensor Selection in IoT System.
iThings/GreenCom/CPSCom
Shih-Yuan Yu, Chi-Sheng Shih, Jane Yung-jen Hsu, Zhenqiu Huang, Kwei-Jay Lin
2013 — conf
In-HIT Example-Guided Annotation Aid for Crowdsourcing UI Components.
HCOMP (Works in Progress / Demos)
Yi-Ching Huang, Chun-I Wang, Shih-Yuan Yu, Jane Yung-jen Hsu
2013 — conf
Leveraging Persuasive Feedback Mechanism for Problem Solving.
AAAI Spring Symposium: Shikakeology
Yi-Ching Huang, Bo-Lung Tsai, Chun-I Wang, Shih-Yuan Yu, Che-Wei Liang, Jane Yung-jen Hsu, Ted Selker
2012 J jnl
Improved Response of ZnO Films for Pyroelectric Devices.
Sensors
Chun-Ching Hsiao, Shih-Yuan Yu