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Mengyu Zhou
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Characterizing and improving wifi latency in large-scale operational networks
K Sui, M Zhou, D Liu, M Ma, D Pei, Y Zhao, Z Li, T Moscibroda
Proceedings of the 14th Annual International Conference on Mobile Systems …, 2016
1162016
EDUM: classroom education measurements via large-scale WiFi networks
M Zhou, M Ma, Y Zhang, K SuiA, D Pei, T Moscibroda
Proceedings of the 2016 acm international joint conference on pervasive and …, 2016
632016
MultiVision: Designing analytical dashboards with deep learning based recommendation
A Wu, Y Wang, M Zhou, X He, H Zhang, H Qu, D Zhang
IEEE Transactions on Visualization and Computer Graphics 28 (1), 162-172, 2021
432021
Table pre-training: A survey on model architectures, pre-training objectives, and downstream tasks
H Dong, Z Cheng, X He, M Zhou, A Zhou, F Zhou, A Liu, S Han, D Zhang
arXiv preprint arXiv:2201.09745, 2022
362022
Table2Charts: Recommending charts by learning shared table representations
M Zhou, Q Li, X He, Y Li, Y Liu, W Ji, S Han, Y Chen, D Jiang, D Zhang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
30*2021
Collaborative learning between cloud and end devices: an empirical study on location prediction
Y Lu, Y Shu, X Tan, Y Liu, M Zhou, Q Chen, D Pei
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 139-151, 2019
222019
Table2analysis: Modeling and recommendation of common analysis patterns for multi-dimensional data
M Zhou, W Tao, J Pengxin, H Shi, Z Dongmei
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 320-328, 2020
202020
Mobicamp: A campus-wide testbed for studying mobile physical activities
M Zhou, K Sui, M Ma, Y Zhao, D Pei, T Moscibroda
Proceedings of the 3rd International on Workshop on Physical Analytics, 1-6, 2016
182016
Minhash hierarchy for privacy preserving trajectory sensing and query
J Ding, CC Ni, M Zhou, J Gao
Proceedings of the 16th ACM/IEEE International Conference on Information …, 2017
112017
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training
H Han, J Xu, M Zhou, Y Shao, S Han, D Zhang
arXiv preprint arXiv:2212.02691, 2022
102022
Mining crowd mobility and WiFi hotspots on a densely-populated campus
M Zhou, D Pei, K Sui, T Moscibroda
Proceedings of the 2017 ACM International Joint Conference on Pervasive and …, 2017
52017
Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs
Y Sui, M Zhou, M Zhou, S Han, D Zhang
arXiv preprint arXiv:2305.13062, 2023
42023
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
J Xu, M Zhou, X He, S Han, D Zhang
arXiv preprint arXiv:2211.07455, 2022
32022
The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi
G Nan, X Qiao, J Wang, Z Li, J Bu, C Pei, M Zhou, D Pei
2018 IEEE 37th International Performance Computing and Communications …, 2018
32018
Anameta: A table understanding dataset of field metadata knowledge shared by multi-dimensional data analysis tasks
X He, M Zhou, M Zhou, J Xu, X Lv, T Li, Y Shao, S Han, Z Yuan, D Zhang
Findings of the Association for Computational Linguistics: ACL 2023, 9471-9492, 2023
22023
Text2analysis: A benchmark of table question answering with advanced data analysis and unclear queries
X He, M Zhou, X Xu, X Ma, R Ding, L Du, Y Gao, R Jia, X Chen, S Han, ...
arXiv preprint arXiv:2312.13671, 2023
12023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
Y Sui, J Zou, M Zhou, X He, L Du, S Han, D Zhang
arXiv preprint arXiv:2312.09039, 2023
12023
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information
Y Shao, M Zhou, Y Zhong, T Wu, H Han, S Han, G Huang, D Zhang
arXiv preprint arXiv:2211.05284, 2022
2022
CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement
H Han, M Zhou, S Han, X Li, D Zhang
The Eleventh International Conference on Learning Representations, 2022
2022
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization
L Li, T Li, X He, M Zhou, S Han, D Zhang
arXiv preprint arXiv:2208.01043, 2022
2022
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