Publications

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Conference Paper
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., H. Trivedi, A. Balasubramanian, and N. Balasubramanian, "Deformer: Decomposing Pre-trained Transformers for Faster Question Answering", ACL, 2020.  (1.14 MB)
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, 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., 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)
Cao, Q., P. Khanna, N. D. Lane, and B. Aruna, "MobiVQA: Efficient On-Device Visual Question Answering", UbiComp, 07/2022.  (593.27 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)
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, Q., A. Balasubramanian, and N. Balasubramanian, "Towards Accurate and Reliable Energy Measurement of NLP Models", SustaiNLP, 2021.  (698.63 KB)
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)
Conference Proceedings
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)
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., A. Balasubramanian, and A. Gandhi, "Rethinking TCP Throughput and Latency Modeling", SIGCOMM, 09/2017.  (547.28 KB) (250 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)
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)

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