Mengyu Zhou

According to our database, Mengyu Zhou authored at least 37 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Analysis and control of demand response in smart grids: An evolutionary game method.

Mengyu Zhou, Xingwen Liu, Qi Hu, Feng Shu

Appl. Math. Comput., 2025

2024

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning.

Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri

CoRR, 2024

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models.

Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang

CoRR, 2024

Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities.

Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang

CoRR, 2024

CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing.

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

CoRR, 2024

Analysis of cooperative stability for reputation evaluation rules in spatial prisoner's dilemma game.

Qi Hu, Mengyu Zhou, Yulian Jiang, Xingwen Liu

Appl. Math. Comput., 2024

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing.

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Encoding Spreadsheets for Large Language Models.

Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention.

Mengyu Zhou, Xiaoxiang Han, Zhoujin Liu, Yitong Chen, Liping Sun

PeerJ Comput. Sci., 2023

Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs.

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

CoRR, 2023

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement.

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks.

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation.

Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang

IEEE Trans. Vis. Comput. Graph., 2022

LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training.

Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang

CoRR, 2022

Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information.

Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

CoRR, 2022

ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization.

Lingbo Li, Tianle Li, Xinyi He, Mengyu Zhou, Shi Han, Dongmei Zhang

CoRR, 2022

Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks.

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

CoRR, 2022

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information.

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Table2Charts: Recommending Charts by Learning Shared Table Representations.

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data.

Mengyu Zhou, Qingtao Li, Yuejiang Li, Shi Han, Dongmei Zhang

CoRR, 2020

MLAB-BiLSTM: Online Web Attack Detection Via Attention-Based Deep Neural Networks.

Jun Yang, Mengyu Zhou, Baojiang Cui

Proceedings of the Security and Privacy in Digital Economy, 2020

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data.

Mengyu Zhou, Wang Tao, Pengxin Ji, Han Shi, Dongmei Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Collaborative learning between cloud and end devices: an empirical study on location prediction.

Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018

The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi.

Guoshun Nan, Xiuquan Qiao, Jiting Wang, Zeyan Li, Jiahao Bu, Changhua Pei, Mengyu Zhou, Dan Pei

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

2017

MinHash hierarchy for privacy preserving trajectory sensing and query.

Jiaxin Ding, Chien-Chun Ni, Mengyu Zhou, Jie Gao

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Mining crowd mobility and WiFi hotspots on a densely-populated campus.

Mengyu Zhou, Dan Pei, Kaixin Sui, Thomas Moscibroda

Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016

Modelling Conversation.

Martin Constable, Justin Dauwels, Shoko Dauwels, Rasheed Umer, Mengyu Zhou, Yasir Tahir

Proceedings of the Context Aware Human-Robot and Human-Agent Interaction, 2016

MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities.

Mengyu Zhou, Kaixin Sui, Minghua Ma, Youjian Zhao, Dan Pei, Thomas Moscibroda

Proceedings of the 3rd International on Workshop on Physical Analytics, 2016

Characterizing and Improving WiFi Latency in Large-Scale Operational Networks.

Kaixin Sui, Mengyu Zhou, Dapeng Liu, Minghua Ma, Dan Pei, Youjian Zhao, Zimu Li, Thomas Moscibroda

Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

EDUM: classroom education measurements via large-scale WiFi networks.

Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin Sui, Dan Pei, Thomas Moscibroda

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2012

Real-Time Feedback System for Monitoring and Facilitating Discussions.

Sanat Sarda, Martin Constable, Justin Dauwels, Shoko Dauwels, Mohamed Elgendi, Mengyu Zhou, Umer Rasheed, Yasir Tahir, Daniel Thalmann, Nadia Magnenat-Thalmann

Proceedings of the Natural Interaction with Robots, 2012