Publications

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2022
Cao, Q., P. Khanna, N. D. Lane, and B. Aruna, "MobiVQA: Efficient On-Device Visual Question Answering", UbiComp, 07/2022.  (593.27 KB)
2021
Cao, Q., Y. Lal, H. Trivedi, A. Balasubramanian, and N. Balasubramanian, "IrEne: Interpretable Energy Prediction for Transformers", ACL, 2021.  (677.88 KB)
Lal, Y., R. Singh, H. Trivedi, Q. Cao, A. Balasubramanian, and N. Balasubramanian, "IrEne-viz: Visualizing Energy Consumption of Transformer Models", EMNLP Demo, 2021.  (1.49 MB)
Cao, Q., A. Balasubramanian, and N. Balasubramanian, "Towards Accurate and Reliable Energy Measurement of NLP Models", SustaiNLP, 2021.  (698.63 KB)
2020
Cao, Q., H. Trivedi, A. Balasubramanian, and N. Balasubramanian, "Deformer: Decomposing Pre-trained Transformers for Faster Question Answering", ACL, 2020.  (1.14 MB)
2019
Cao, Q., N. Weber, N. Balasubramanian, and A. Balasubramanian, "DeQA: On-Device Question Answering", The 17th Annual International Conference on Mobile Systems, Applications, and Services, 2019.  (1.9 MB) (17.21 MB) (675 bytes)
Cao, Y., "ECON: Modeling the network to improve application performance", Internet Measurement Conference, Amsterdam, Netherlands, 2019.  (1.29 MB) (7.13 MB) (286 bytes)
Cao, Y., "When to use and when not to use BBR: An empirical analysis and evaluation study", Internet Measurement Conference, Amsterdam, Netherlands, 2019.  (1.08 MB) (1.95 MB) (319 bytes)
2017
Cao, Y., J. Nejati, M. Wajahat, A. Balasubramanian, and A. Gandhi, "Deconstructing the Energy Consumption of the Mobile Page Load", Sigmetrics, 06/2017.  (3.09 MB) (4.42 MB) (393 bytes)
Cao, Q., N. Balasubramanian, and A. Balasubramanian, "MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU", 1st International Workshop on Embedded and Mobile Deep Learning (EMDL), 05/2017.  (254.5 KB) (1.36 MB) (320 bytes)
Callejo, P., "Opportunities and Challenges of Ad-based Measurements from the Edge of the Network", Hotnets, 11/2017.  (494.51 KB)
Callejo, P., "Opportunities and Challenges of Ad-based Measurements from the Edge of the Network", Hotnets, 11/2017.  (494.51 KB)
Callejo, P., "Opportunities and Challenges of Ad-based Measurements from the Edge of the Network", Hotnets, 11/2017.  (494.51 KB)
Balasubramanian, A., N. Balasubramanian, S. Chakraborthy, S. Jain, and V. Tiwari, "PrIA: A Private Intelligent Assistant", HotMobile, 02/2017.  (1.16 MB)
Cao, Y., A. Balasubramanian, and A. Gandhi, "Rethinking TCP Throughput and Latency Modeling", SIGCOMM, 09/2017.  (547.28 KB) (250 bytes)
Xu, J., Q. Cao, A. Prakash, A. Balasubramanian, and D. E. Porter, "UIWear: Easily Adapting User Interfaces forWearable Devices", MobiCom, 10/2017.  (4.21 MB) (10.99 MB) (702 bytes)
Xu, J., Q. Cao, A. Balasubramanian, and D. E. Porter, "UIWear: Easily Adapting User Interfaces forWearable Devices (Demo)", MobiCom, 10/2017.  (3.16 MB) (691 bytes)
2016
Cao, Y., J. Nejati, P. Maguluri, A. Balasubramanian, and A. Gandhi, "Analyzing the Power Consumption of the Mobile Page Load", Sigmetrics, 2016.  (412.72 KB) (366 bytes)

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