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Ph.D. candidate in Computer Science, Stony Brook University
Aug 2015 - present
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B.Eng. in Computer Science and Technology, Wuhan University
Sept 2011 - Jun 2015
Qingqing Cao
PhD Student, Developer
Updates
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2020-07 Attended amazing ACL 2020!
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2020-04 One long paper accepted to ACL 2020
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2020-02 Invited to serve on the PC for ACL 2020 (demo track)
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2019-06
Attending MobiSys 2019
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2019-03
DeQA accepted to MobiSys’19
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2018-05
Starting Intership at Microsoft Research Redmond
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2018-03
Serving on MobiSys 2018 PhD Forum
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2017-10
Attending MobiCom 2017
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2017-07
Starting Internship at Bell-Labs Cambridge
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2017-06
UIWear accepted at MobiCom 2017
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2017-05
Awarded MobiSys 2017 Student Travel Grant
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2017-05
MobiRNN accepted at EMDL 2017
Bio
Bio
I’m a Computer Science PhD candidate at Stony Brook University. My research topics are NLP applications, mobile computing, and systems for machine learning. More recently, I focus on building efficient NLP applications (on-device question answering, faster Transformers) for both edge and cloud. I’m a member of NetSys Lab directed by Prof. Aruna Balasubramanian. I also work closely with Prof. Niranjan Balasubramanian.
Education
Education
Experience
Experience
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Research Assistant, Stony Brook University
June, 2016 - Present
Projects: Private Intelligent Assistant, UIWear.
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Research Intern, Microsoft Research Redmond
June, 2018 - Aug, 2018
I worked with Oriana Riva to build APIs for bot applications at scale.
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Research Intern, Bell Labs Cambridge
July, 2017 - Sept, 2017
Worked with Nic Lane on mobile deep learning projects.
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Teaching Assistant, Stony Brook University
Aug, 2015 - May, 2016
TA in undergrad computer networks course (CSE 310).
Publications
Publications
ACL '20 (long paper)Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian and Niranjan Balasubramanian. DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering, the 58th annual meeting of the Association for Computational Linguistics. pdf, slides, code, bibtex, acl, gslides, presentation
MobiSys '19Qingqing Cao, Noah Weber, Niranjan Balasubramanian, and Aruna Balasubramanian. DeQA: On-Device Question Answering, the 17th ACM International Conference on Mobile Systems, Applications, and Services. pdf, slides, code, bibtex
MobiCom '17Jian Xu (co-primary), Qingqing Cao (co-primary), Aditya Prakash, Aruna Balasubramanian, and Don Porter. UIWear: Easily Adapting User Interfaces for Wearable Devices, the 23rd Annual International Conference on Mobile Computing and Networking. pdf, slides, code, bibtex
MobiCom '17 DemoJian Xu (co-primary), Qingqing Cao (co-primary), Aditya Prakash, Aruna Balasubramanian, and Don Porter. Demo: UIWear: Easily Adapting User Interfaces for Wearable Devices, the 23rd Annual International Conference on Mobile Computing and Networking. pdf, poster, video, bibtex
EMDL '17Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian. MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU, 1st International Workshop on Embedded and Mobile Deep Learning. pdf, slides, code, bibtex
Awards
Awards
MobiSys 2017 Student Travel Grant
Special CS Department Chair Fellowship, 2015
Service
Service
Secondary Reviewer for EMNLP 2020
Student Volunteer for ACL 2020
ACL 2020 Program Committee (demo track)
MobiSys 2018 PhD Forum Program Committee
IEEE Transactions on Mobile Computing (TMC) Reviewer, 2018
Secondary Reviewer for IMC 2017, MobiSys 2017-2020, MobiCom 2019-2020, EuroSys 2019, SIGCOMM 2019-2020