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ORCIDMengyu Zhou
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2020 – today
- 2025
[j4]Mengyu Zhou, Xingwen Liu
, Qi Hu, Feng Shu:
Analysis and control of demand response in smart grids: An evolutionary game method. Appl. Math. Comput. 488: 129130 (2025)- 2024
- [j3]Qi Hu, Mengyu Zhou, Yulian Jiang, Xingwen Liu:
Analysis of cooperative stability for reputation evaluation rules in spatial prisoner's dilemma game. Appl. Math. Comput. 482: 128977 (2024) - [c22]Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang:
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. AAAI 2024: 18206-18215 - [c21]Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang:
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning. EMNLP (Findings) 2024: 10288-10305 - [c20]Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang:
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. EMNLP (Findings) 2024: 10306-10323 - [c19]Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang:
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing. EMNLP 2024: 19433-19451 - [c18]Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang:
Encoding Spreadsheets for Large Language Models. EMNLP 2024: 20728-20748 - [c17]Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang:
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study. WSDM 2024: 645-654 - [i16]Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang:
CONLINE: Complex Code Generation and Refinement with Online Searching and Correctness Testing. CoRR abs/2403.13583 (2024) - [i15]Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang:
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. CoRR abs/2405.16234 (2024) - [i14]Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang:
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning. CoRR abs/2407.02211 (2024) - [i13]Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang:
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR abs/2407.09025 (2024) - [i12]Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri:
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning. CoRR abs/2410.12164 (2024) - 2023
- [j2]Mengyu Zhou, Xiaoxiang Han, Zhoujin Liu, Yitong Chen, Liping Sun:
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention. PeerJ Comput. Sci. 9: e1746 (2023) - [c16]Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang:
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks. ACL (Findings) 2023: 9471-9492 - [c15]Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang:
CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement. ICLR 2023 - [i11]Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang:
Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs. CoRR abs/2305.13062 (2023) - [i10]Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang:
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. CoRR abs/2312.09039 (2023) - [i9]Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang:
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. CoRR abs/2312.13671 (2023) - 2022
- [j1]Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang:
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation. IEEE Trans. Vis. Comput. Graph. 28(1): 162-172 (2022) - [c14]Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang:
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems. EMNLP 2022: 7950-7966 - [c13]Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang:
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. EMNLP 2022: 8133-8149 - [c12]Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang:
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. IJCAI 2022: 5426-5435 - [i8]Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang:
Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks. CoRR abs/2201.09745 (2022) - [i7]Lingbo Li, Tianle Li, Xinyi He, Mengyu Zhou, Shi Han, Dongmei Zhang:
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization. CoRR abs/2208.01043 (2022) - [i6]Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang:
Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information. CoRR abs/2209.00946 (2022) - [i5]Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang:
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information. CoRR abs/2211.05284 (2022) - [i4]Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang:
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems. CoRR abs/2211.07455 (2022) - [i3]Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang:
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training. CoRR abs/2212.02691 (2022) - 2021
- [c11]Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang:
Table2Charts: Recommending Charts by Learning Shared Table Representations. KDD 2021: 2389-2399 - [i2]Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang:
MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation. CoRR abs/2107.07823 (2021) - 2020
- [c10]Mengyu Zhou, Wang Tao, Pengxin Ji, Han Shi, Dongmei Zhang:
Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data. AAAI 2020: 320-328 - [c9]Jun Yang, Mengyu Zhou, Baojiang Cui:
MLAB-BiLSTM: Online Web Attack Detection Via Attention-Based Deep Neural Networks. SPDE 2020: 482-492 - [i1]Mengyu Zhou, Qingtao Li, Yuejiang Li, Shi Han, Dongmei Zhang:
Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data. CoRR abs/2008.11015 (2020)
2010 – 2019
- 2019
- [c8]Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei:
Collaborative learning between cloud and end devices: an empirical study on location prediction. SEC 2019: 139-151 - 2018
- [c7]Guoshun Nan, Xiuquan Qiao, Jiting Wang, Zeyan Li, Jiahao Bu, Changhua Pei, Mengyu Zhou, Dan Pei:
The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi. IPCCC 2018: 1-8 - 2017
- [c6]Mengyu Zhou, Dan Pei, Kaixin Sui, Thomas Moscibroda:
Mining crowd mobility and WiFi hotspots on a densely-populated campus. UbiComp/ISWC Adjunct 2017: 427-431 - [c5]Jiaxin Ding, Chien-Chun Ni, Mengyu Zhou, Jie Gao:
MinHash hierarchy for privacy preserving trajectory sensing and query. IPSN 2017: 17-28 - 2016
- [c4]Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin Sui, Dan Pei, Thomas Moscibroda:
EDUM: classroom education measurements via large-scale WiFi networks. UbiComp 2016: 316-327 - [c3]Mengyu Zhou, Kaixin Sui, Minghua Ma, Youjian Zhao, Dan Pei, Thomas Moscibroda:
MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities. WPA@MobiSys 2016: 1-6 - [c2]Kaixin Sui, Mengyu Zhou, Dapeng Liu, Minghua Ma, Dan Pei, Youjian Zhao, Zimu Li, Thomas Moscibroda:
Characterizing and Improving WiFi Latency in Large-Scale Operational Networks. MobiSys 2016: 347-360 - [p1]Martin Constable, Justin Dauwels, Shoko Dauwels, Rasheed Umer, Mengyu Zhou, Yasir Tahir:
Modelling Conversation. Context Aware Human-Robot and Human-Agent Interaction 2016: 81-111 - 2012
- [c1]Sanat Sarda, Martin Constable, Justin Dauwels, Shoko Dauwels, Mohamed Elgendi, Mengyu Zhou, Umer Rasheed, Yasir Tahir, Daniel Thalmann, Nadia Magnenat-Thalmann:
Real-Time Feedback System for Monitoring and Facilitating Discussions. IWSDS 2012: 375-387
Coauthor Index
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last updated on 2025-01-21 00:07 CET by the dblp team
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