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 (IWSDS, 2012)

EDUM: classroom education measurements via large-scale WiFi networks. - Mengyu Zhou; Minghua Ma; Yangkun Zhang; Kaixin Sui; Dan Pei; Thomas Moscibroda (UbiComp, 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 (MobiSys, 2016)

MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities. - Mengyu Zhou; Kaixin Sui; Minghua Ma; Youjian Zhao; Dan Pei; Thomas Moscibroda (WPA@MobiSys, 2016)

Modelling Conversation. - Martin Constable; Justin Dauwels; Shoko Dauwels; Rasheed Umer; Mengyu Zhou; Yasir Tahir (Context Aware Human-Robot and Human-Agent Interaction, 2016)

Mining crowd mobility and WiFi hotspots on a densely-populated campus. - Mengyu Zhou; Dan Pei; Kaixin Sui; Thomas Moscibroda (UbiComp/ISWC Adjunct, 2017)

MinHash hierarchy for privacy preserving trajectory sensing and query. - Jiaxin Ding 001; Chien-Chun Ni; Mengyu Zhou; Jie Gao 001 (IPSN, 2017)

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 (IPCCC, 2018)

Collaborative learning between cloud and end devices: an empirical study on location prediction. - Yan Lu 006; Yuanchao Shu; Xu Tan 003; Yunxin Liu 001; Mengyu Zhou; Qi Chen 009; Dan Pei (SEC, 2019)

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data. - Mengyu Zhou; Wang Tao; Pengxin Ji; Han Shi; Dongmei Zhang 001 (AAAI, 2020)

MLAB-BiLSTM: Online Web Attack Detection Via Attention-Based Deep Neural Networks. - Jun Yang 035; Mengyu Zhou; Baojiang Cui (SPDE, 2020)

Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data. - Mengyu Zhou; Qingtao Li; Yuejiang Li; Shi Han; Dongmei Zhang 001 (CoRR, 2020)

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 001 (KDD, 2021)

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 001 (EMNLP, 2022)

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems. - Jialiang Xu; Mengyu Zhou; Xinyi He; Shi Han; Dongmei Zhang 001 (EMNLP, 2022)

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. - Haoyu Dong 001; Zhoujun Cheng; Xinyi He; Mengyu Zhou; Anda Zhou; Fan Zhou; Ao Liu 008; Shi Han; Dongmei Zhang 001 (IJCAI, 2022)

Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks. - Haoyu Dong 001; Zhoujun Cheng; Xinyi He; Mengyu Zhou; Anda Zhou; Fan Zhou; Ao Liu 008; Shi Han; Dongmei Zhang 001 (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 001 (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 001 (CoRR, 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 001 (CoRR, 2022)

MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation. - Aoyu Wu; Yun Wang 012; Mengyu Zhou; Xinyi He; Haidong Zhang; Huamin Qu; Dongmei Zhang 001 (IEEE Trans. Vis. Comput. Graph., 2022)

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 001 (ACL (Findings), 2023)

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement. - Hongwei Han; Mengyu Zhou; Shi Han; Xiu Li 001; Dongmei Zhang 001 (ICLR, 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 001 (CoRR, 2023)

A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention. - Mengyu Zhou; Xiaoxiang Han 001; Zhoujin Liu; Yitong Chen; Liping Sun (PeerJ Comput. Sci., 2023)

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. - Xinyi He; Mengyu Zhou; Xinrun Xu; Xiaojun Ma; Rui Ding 001; Lun Du; Yan Gao 002; Ran Jia; Xu Chen 022; Shi Han; Zejian Yuan; Dongmei Zhang 001 (AAAI, 2024)

Encoding Spreadsheets for Large Language Models. - Haoyu Dong 001; Jianbo Zhao; Yuzhang Tian; Junyu Xiong; Mengyu Zhou; Yun Lin; José Cambronero; Yeye He; Shi Han; Dongmei Zhang 001 (EMNLP, 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 001 (EMNLP, 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 001 (EMNLP (Findings), 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 001 (EMNLP (Findings), 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 001 (WSDM, 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)

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 001 (CoRR, 2024)

Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. - Shiyu Xia; Junyu Xiong; Haoyu Dong 001; Jianbo Zhao; Yuzhang Tian; Mengyu Zhou; Yeye He; Shi Han; Dongmei Zhang 001 (CoRR, 2024)

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. - Yuzhang Tian; Jianbo Zhao; Haoyu Dong 001; Junyu Xiong; Shiyu Xia; Mengyu Zhou; Yun Lin; José Cambronero; Yeye He; Shi Han; Dongmei Zhang 001 (CoRR, 2024)

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning. - Junjie Xing; Yeye He; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001; Surajit Chaudhuri (CoRR, 2024)

TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models. - Xinyi He; Yihao Liu; Mengyu Zhou; Yeye He; Haoyu Dong 001; Shi Han; Zejian Yuan; Dongmei Zhang 001 (ACL (1), 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)

TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models. - Deyin Yi; Yihao Liu; Lang Cao; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance. - Jingxian Xu; Mengyu Zhou; Weichang Liu; Hanbing Liu; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

Fortune: Formula-Driven Reinforcement Learning for Symbolic Table Reasoning in Language Models. - Lang Cao; Jingxian Xu; Hanbing Liu; Jinyu Wang; Mengyu Zhou; Haoyu Dong 001; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning. - Yihao Liu; Shuocheng Li; Lang Cao; Yuhang Xie; Mengyu Zhou; Haoyu Dong 001; Xiaojun Ma; Shi Han; Dongmei Zhang 001 (CoRR, 2025)

MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark. - Junjie Xing; Yeye He; Mengyu Zhou; Haoyu Dong 001; Shi Han; Lingjiao Chen; Dongmei Zhang 001; Surajit Chaudhuri; H. V. Jagadish (CoRR, 2025)

Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning. - Hanbing Liu; Lang Cao; Yuanyi Ren; Mengyu Zhou; Haoyu Dong 001; Xiaojun Ma; Shi Han; Dongmei Zhang 001 (CoRR, 2025)