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Expand Up @@ -19,10 +19,14 @@ SUGILITE is a new programming-by-demonstration (PBD) system that enables users t


## Reference:
Toby Jia-Jun Li, Amos Azaria, and Brad A. Myers. [SUGILITE: Creating Multimodal Smartphone Automation by Demonstration.](http://www.toby.li/sugilite_paper) Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI 2017)
Toby Jia-Jun Li, Amos Azaria, and Brad A. Myers. [SUGILITE: Creating Multimodal Smartphone Automation by Demonstration.](http://toby.li/files/TobyLi-CHI2017-Sugilite.pdf) Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI 2017)

Toby Jia-Jun Li, Yuanchun Li, Fanglin Chen, and Brad A. Myers. [Programming IoT Devices by Demonstration Using Mobile Apps.](http://toby.li/wp-triggerContent/uploads/2017/03/TobyLi-ISEUD2017-ProgrammingIoTDevicesByDemonstration.pdf) Proceedings of the International Symposium on End User Development (IS-EUD 2017).
Toby Jia-Jun Li, Yuanchun Li, Fanglin Chen, and Brad A. Myers. [Programming IoT Devices by Demonstration Using Mobile Apps.](http://toby.li/files/TobyLi-ISEUD2017-ProgrammingIoTDevicesByDemonstration.pdf) Proceedings of the International Symposium on End User Development (IS-EUD 2017).

Toby Jia-Jun Li, Igor Labutov, Xiaohan Nancy Li, Xiaoyi Zhang, Wenze Shi, Wanling Ding, Tom M. Mitchell, and Brad A. Myers. [APPINITE: A Multi-Modal Interface for Specifying Data Descriptions in Programming by Demonstration Using Natural Language Instructions.](http://toby.li/wp-triggerContent/uploads/2018/07/TobyLi-VLHCC18-APPINITE.pdf) Proceedings of the 2018 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2018).
Toby Jia-Jun Li, Igor Labutov, Xiaohan Nancy Li, Xiaoyi Zhang, Wenze Shi, Wanling Ding, Tom M. Mitchell, and Brad A. Myers. [APPINITE: A Multi-Modal Interface for Specifying Data Descriptions in Programming by Demonstration Using Natural Language Instructions.](http://toby.li/files/TobyLi-VLHCC18-APPINITE.pdf) Proceedings of the 2018 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2018).

Toby Jia-Jun Li, Marissa Radensky, Justin Jia, Kirielle Singarajah, Tom M. Mitchell, and Brad A. Myers. [PUMICE: A Multi-Modal Agent that Learns Concepts and Conditionals from Natural Language and Demonstrations.](http://toby.li/wp-triggerContent/uploads/2019/07/Li_Pumice_UIST19.pdf) Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (UIST 2019).
Toby Jia-Jun Li, Marissa Radensky, Justin Jia, Kirielle Singarajah, Tom M. Mitchell, and Brad A. Myers. [PUMICE: A Multi-Modal Agent that Learns Concepts and Conditionals from Natural Language and Demonstrations.](http://toby.li/files/Li_Pumice_UIST19.pdf) Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (UIST 2019).

Toby Jia-Jun Li, Tom Mitchell, and Brad A. Myers. [Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations.](http://toby.li/files/li-interactive-acl2020.pdf) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020): System Demonstrations.

Toby Jia-Jun Li, Jingya Chen, Brandon Canfield, and Brad A. Myers. [Privacy-Preserving Script Sharing in GUI-based Programming-by-Demonstration Systems.](http://toby.li/files/li-privacy-cscw2020.pdf) Proceedings of the ACM on Human-Computer Interaction (CSCW 2020).

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