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Shih-Yuan Yu
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2020 – today
- 2024
- [c12]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]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 - [i13]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]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
- [j8]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) - [j7]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) - [j6]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]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) - [d3]Brandon Hsu
, Shih-Yuan Yu
, Arnav V. Malawade
, Deepan Muthirayan
, Pramod P. Khargonekar
, Mohammad Abdullah Al Faruque
:
SceneGraph-Risk-Assessment dataset. IEEE DataPort, 2022 - [i11]Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431 (2022) - 2021
- [j4]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) - [c10]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 - [c9]Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar:
Cognitive Digital Twin for Manufacturing Systems. DATE 2021: 440-445 - [c8]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]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 - [d2]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 - [d1]Rozhin Yasaei
, Shih-Yuan Yu, Qingrong Zhou, Mohammad Abdullah Al Faruque:
Hardware Design Dataset for Circuit Graph Analysis. IEEE DataPort, 2021 - [i10]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]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]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]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]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]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]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]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
- [j3]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) - [c6]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 - [i2]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)
2010 – 2019
- 2019
- [i1]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) - 2015
- [c5]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
- [j2]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) - [c4]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]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]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]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 - 2012
- [j1]Chun-Ching Hsiao
, Shih-Yuan Yu:
Improved Response of ZnO Films for Pyroelectric Devices. Sensors 12(12): 17007-17022 (2012)
Coauthor Index
aka: Arnav V. Malawade
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