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Books and Theses

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2023
[b1]
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Shih-Yuan Yu:
Graph Learning for Robust Embedded and Cyber-Physical Systems. University of California, Irvine, USA, 2023

Journal Articles

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2022
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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): 9379-9388 (2022)
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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: 108245 (2022)
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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): 34-45 (2022)
[j5]
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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): 7941-7951 (2022)
2021
[j4]
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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: 16:1-16:6 (2021)
2020
[j3]
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Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque:
Sabotage Attack Detection for Additive Manufacturing Systems. IEEE Access 8: 27218-27231 (2020)
2014
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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): 47-57 (2014)
2012
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Chun-Ching Hsiao, Shih-Yuan Yu:
Improved Response of ZnO Films for Pyroelectric Devices. Sensors 12(12): 17007-17022 (2012)

Conference and Workshop Papers

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2024
[c12]
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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: 7478-7487
2023
[c11]
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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: 281-291
2021
[c10]
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Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. DAC 2021: 217-222
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Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar:
Cognitive Digital Twin for Manufacturing Systems. DATE 2021: 440-445
[c8]
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Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level. DATE 2021: 1504-1509
[c7]
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Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: a Graph Learning Tool for Automating Hardware Security. HOST 2021: 13-23
2020
[c6]
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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: 3417-3420
2015
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Ted Selker, Shih-Yuan Yu, Che-Wei Liang, Jane Yung-jen Hsu:
SweetBuildingGreeter: A Demonstration of Persuasive Technology for Public Space. HCI (7) 2015: 475-486
2014
[c4]
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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: 201-206
[c3]
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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: 101-108
2013
[c2]
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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
[c1]
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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

Data and Artifacts

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2022
[d3]
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Brandon Hsu, Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
SceneGraph-Risk-Assessment dataset. IEEE DataPort, 2022
2021
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Nathan D. Costa, Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque:
SideChannel-3D: Acoustic, Vibration, Magnetic, and Power Side-Channel 3D Printer Dataset. IEEE DataPort, 2021
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Rozhin Yasaei, Shih-Yuan Yu, Qingrong Zhou, Mohammad Abdullah Al Faruque:
Hardware Design Dataset for Circuit Graph Analysis. IEEE DataPort, 2021

Informal and Other Publications

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2023
[i13]
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  - journals/corr/abs-2301-02723
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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 abs/2301.02723 (2023)
[i12]
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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 abs/2304.08600 (2023)
2022
[i11]
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  - journals/corr/abs-2204-11431
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Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431 (2022)
2021
[i10]
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  - journals/corr/abs-2107-09130
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Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. CoRR abs/2107.09130 (2021)
[i9]
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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 abs/2107.10823 (2021)
[i8]
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  - journals/corr/abs-2107-12328
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Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: A Graph Learning Tool for Automating Hardware Security. CoRR abs/2107.12328 (2021)
[i7]
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  - journals/corr/abs-2108-00078
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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 abs/2108.00078 (2021)
[i6]
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  - journals/corr/abs-2109-01183
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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 abs/2109.01183 (2021)
[i5]
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Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Graph Learning for Cognitive Digital Twins in Manufacturing Systems. CoRR abs/2109.08632 (2021)
[i4]
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  - journals/corr/abs-2110-02259
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Shih-Yuan Yu, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque:
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing. CoRR abs/2110.02259 (2021)
[i3]
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  - journals/corr/abs-2111-06123
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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 abs/2111.06123 (2021)
2020
[i2]
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  - journals/corr/abs-2009-06435
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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 abs/2009.06435 (2020)
2019
[i1]
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  - journals/corr/abs-1906-04239
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Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque:
Pykg2vec: A Python Library for Knowledge Graph Embedding. CoRR abs/1906.04239 (2019)

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