Meng Xia

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 93

Top Venues

CoRR

IEEE Trans. Autom. Control.

ACC

CDC

Publications

Robin Schmucker, Meng Xia, Amos Azaria, Tom M. Mitchell
Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System. CoRR (2024)
Robin Schmucker, Meng Xia, Amos Azaria, Tom M. Mitchell
Ruffle&Riley: From Lesson Text to Conversational Tutoring. L@S (2024)
Xiaobo Jiang, Yunchuan Jiang, Leping Liu, Meng Xia, Yunlu Jiang
Time dimension feature extraction and classification of high-dimensional large data streams based on unsupervised learning. J. Comput. Methods Sci. Eng. 24 (2) (2024)
Wai Tong, Meng Xia, Huamin Qu
Exploring Stage Lighting Education in Metaverse. CHI Extended Abstracts (2024)
Mingfei Sun, Zhenhui Peng, Meng Xia, Xiaojuan Ma
Correction: Investigating the Effects of Robot Engagement Communication on Learning from Demonstration. Int. J. Soc. Robotics 16 (7) (2024)
Zixin Chen, Jiachen Wang, Meng Xia, Kento Shigyo, Dingdong Liu, Rong Zhang, Huamin Qu
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions. CoRR (2024)
Robin Schmucker, Meng Xia, Amos Azaria, Tom M. Mitchell
Ruffle &Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System. AIED (1) (2024)
Qian Zhu, Linping Yuan, Zian Xu, Leni Yang, Meng Xia, Zhuo Wang, Hai-Ning Liang, Xiaojuan Ma
From reader to experiencer: Design and evaluation of a VR data story for promoting the situation awareness of public health threats. Int. J. Hum. Comput. Stud. 181 (2024)
Meng Xia, Ricardo Henao
Reliable Active Learning via Influence Functions. Trans. Mach. Learn. Res. 2023 (2023)
Yifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu
NFTeller: Dual Centric Visual Analytics of NFT Transactions. BigComp (2023)
Yejing Zhou, Jingxuan Zhou, Meng Xia, Le Zhang
Investigating a Method for a Horizontal Comprehensive Eco-Compensation Standard of Interregional Ecological Regulating Services. Entropy 25 (9) (2023)
Xiaoyong Tang, Yong Huang, Meng Xia, Chengfeng Long
A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition. Neural Process. Lett. 55 (2) (2023)
Wai Tong, Zhutian Chen, Meng Xia, Leo Yu-Ho Lo, Linping Yuan, Benjamin Bach, Huamin Qu
Exploring Interactions with Printed Data Visualizations in Augmented Reality. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Wai Tong, Meng Xia, Kamkwai Wong, Doug A. Bowman, Ting-Chuen Pong, Huamin Qu, Yalong Yang
Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving. CoRR (2023)
Wai Tong, Meng Xia, Kamkwai Wong, Doug A. Bowman, Ting-Chuen Pong, Huamin Qu, Yalong Yang
Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving. VR (2023)
Conrad Borchers, Paulo F. Carvalho, Meng Xia, Pinyang Liu, Kenneth R. Koedinger, Vincent Aleven
What Makes Problem-Solving Practice Effective? Comparing Paper and AI Tutoring. EC-TEL (2023)
Yifan Cao, Meng Xia, Kento Shigyo, Furui Cheng, Qianhang Yu, Xingxing Yang, Yang Wang, Wei Zeng, Huamin Qu
NFTeller: Dual-centric Visual Analytics for Assessing Market Performance of NFT Collectibles. VINCI (2023)
Robin Schmucker, Meng Xia, Amos Azaria, Tom M. Mitchell
Ruffle&Riley: Towards the Automated Induction of Conversational Tutoring Systems. CoRR (2023)
Meng Xia, Xinyi Zhao, Dong Sun, Yun Huang, Jonathan Sewall, Vincent Aleven
Involving Teachers in the Data-Driven Improvement of Intelligent Tutors: A Prototyping Study. AIED (2023)
Meng Xia, Yaping Chang, Yongjun He
Design of intelligent network OBE teaching evaluation system based on Mixed algorithm. ICIEAI (2023)
Xian Xu, Wai Tong, Zheng Wei, Meng Xia, Lik-Hang Lee, Huamin Qu
Cinematography in the Metaverse: Exploring the Lighting Education on a Soundstage. VRW (2023)
Qian Zhu, Leo Yu-Ho Lo, Meng Xia, Zixin Chen, Xiaojuan Ma
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews. CoRR (2022)
Jeongyeon Kim, Yubin Choi, Meng Xia, Juho Kim
Mobile-Friendly Content Design for MOOCs: Challenges, Requirements, and Design Opportunities. CHI (2022)
Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, Xiaojuan Ma
Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Mingfei Sun, Zhenhui Peng, Meng Xia, Xiaojuan Ma
Investigating the Effects of Robot Engagement Communication on Learning from Demonstration. Int. J. Soc. Robotics 14 (3) (2022)
Wai Tong, Zhutian Chen, Meng Xia, Leo Yu-Ho Lo, Linping Yuan, Benjamin Bach, Huamin Qu
Exploring Interactions with Printed Data Visualizations in Augmented Reality. CoRR (2022)
Meng Xia, Yankun Zhao, Jihyeong Hong, Mehmet Hamza Erol, Taewook Kim, Juho Kim
RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship. L@S (2022)
Meng Xia, Yankun Zhao, Mehmet Hamza Erol, Jihyeong Hong, Juho Kim
Understanding Distributed Tutorship in Online Language Tutoring. LAK (2022)
Franklin Mingzhe Li, Franchesca Spektor, Meng Xia, Mina Huh, Peter Cederberg, Yuqi Gong, Kristen Shinohara, Patrick Carrington
"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments. CoRR (2022)
Meng Xia, Yucui Zhou
Research on UI Design and Optimization of Digital Media Based on Artificial Intelligence. J. Sensors 2022 (2022)
Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, Xiaojuan Ma
Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion. CoRR (2022)
Reshika Palaniyappan Velumani, Meng Xia, Jun Han, Chaoli Wang, Alexis Kai-Hon Lau, Huamin Qu
AQX: Explaining Air Quality Forecast for Verifying Domain Knowledge using Feature Importance Visualization. IUI (2022)
Qian Zhu, Leo Yu-Ho Lo, Meng Xia, Zixin Chen, Xiaojuan Ma
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Kabdo Choi, Hyungyu Shin, Meng Xia, Juho Kim
AlgoSolve: Supporting Subgoal Learning in Algorithmic Problem-Solving with Learnersourced Microtasks. CHI (2022)
Meng Xia, Yankun Zhao, Jihyeong Hong, Mehmet Hamza Erol, Taewook Kim, Juho Kim
RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship. CoRR (2022)
Yao Zou, Changchun Gao, Meng Xia, Congyuan Pang
Credit scoring based on a Bagging-cascading boosted decision tree. Intell. Data Anal. 26 (6) (2022)
Wanan Liu, Hong Fan, Meng Xia
Credit scoring based on tree-enhanced gradient boosting decision trees. Expert Syst. Appl. 189 (2022)
Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, Xiaojuan Ma
Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Meng Xia, Shichuan Chen, Xiaoniu Yang
Novel Method for Designing Waveform With Good Correlation Properties Based on High-Order Norm Unified Representation. IEEE Access 10 (2022)
Sean Tsung, Huan Wei, Haotian Li, Yong Wang, Meng Xia, Huamin Qu
BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments. L@S (2022)
Qian Zhu, Leo Yu-Ho Lo, Meng Xia, Zixin Chen, Xiaojuan Ma
Bias-Aware Design for Informed Decisions: Raising Awareness of Self-Selection Bias in User Ratings and Reviews. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Xiaoyong Tang, Wenbiao Cao, Huiya Tang, Tan Deng, Jing Mei, Yi Liu, Cheng Shi, Meng Xia, Zeng Zeng
Cost-Efficient Workflow Scheduling Algorithm for Applications With Deadline Constraint on Heterogeneous Clouds. IEEE Trans. Parallel Distributed Syst. 33 (9) (2022)
Franklin Mingzhe Li, Franchesca Spektor, Meng Xia, Mina Huh, Peter Cederberg, Yuqi Gong, Kristen Shinohara, Patrick Carrington
"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments. CHI (2022)
Meng Xia, Xiaohui Tang, Ying Wang, Can Li, Yong Wei, Jiaju Zhang, Xuexin Du, Yongkang Dong
Application of Distributed Brillouin Optical Fiber Sensor and MVO-DBSCAN for OPGW Outlier Identification. ICAIT (2022)
Wan'an Liu, Hong Fan, Min Xia, Meng Xia
A focal-aware cost-sensitive boosted tree for imbalanced credit scoring. Expert Syst. Appl. 208 (2022)
Meng Xia, Shichuan Chen, Xiaoniu Yang
New Optimization Method Based on Neural Networks for Designing Radar Waveforms With Good Correlation Properties. IEEE Access 9 (2021)
Jin Ye, Xipeng Yang, Shuai Kang, Yue He, Weiming Zhang, Leping Huang, Minyue Jiang, Wei Zhang, Yifeng Shi, Meng Xia, Xiao Tan
A Robust MTMC Tracking System for AI-City Challenge 2021. CVPR Workshops (2021)
Meng Xia, Yankun Zhao, Mehmet Hamza Erol, Jihyeong Hong, Juho Kim
Understanding Distributed Tutorship in Online Language Tutoring. CoRR (2021)
Jincheng Lu, Meng Xia, Xu Gao, Xipeng Yang, Tianran Tao, Hao Meng, Wei Zhang, Xiao Tan, Yifeng Shi, Guanbin Li, Errui Ding
Robust and Online Vehicle Counting at Crowded Intersections. CVPR Workshops (2021)
Meng Xia, Reshika Palaniyappan Velumani, Yong Wang, Huamin Qu, Xiaojuan Ma
QLens: Visual Analytics of MUlti-step Problem-solving Behaviors for Improving Question Design. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Sibei Yang, Meng Xia, Guanbin Li, Hong-Yu Zhou, Yizhou Yu
Bottom-Up Shift and Reasoning for Referring Image Segmentation. CVPR (2021)
Meng Xia, Zhijie Wang, Fang Han, Yanting Kang
Enhanced Multi-Dimensional and Multi-Grained Cascade Forest for Cloud/Snow Recognition Using Multispectral Satellite Remote Sensing Imagery. IEEE Access 9 (2021)
Ruiqing Wang, Wu Zhang, Jiuyang Ding, Meng Xia, Mengjian Wang, Yuan Rao, Zhao-Hui Jiang
Deep Neural Network Compression for Plant Disease Recognition. Symmetry 13 (10) (2021)
Meng Xia, Meenal K. Kheterpal, Samantha C. Wong, Christine Park, William Ratliff, Lawrence Carin, Ricardo Henao
Malignancy Prediction and Lesion Identification from Clinical Dermatological Images. CoRR (2021)
Mingfei Sun, Zhenhui Peng, Meng Xia, Xiaojuan Ma
Investigating the Effects of Robot Engagement Communication on Learning from Demonstration. CoRR (2020)
Meng Xia, Yuya Asano, Joseph Jay Williams, Huamin Qu, Xiaojuan Ma
Using Information Visualization to Promote Students' Reflection on "Gaming the System" in Online Learning. L@S (2020)
Huan Wei, Haotian Li, Meng Xia, Yong Wang, Huamin Qu
Predicting student performance in interactive online question pools using mouse interaction features. LAK (2020)
Meng Xia, Shiyou Yang
A Novel Topology Optimization Methodology Based on Energy Minimization Via α-β Swap Move. IEEE Access 8 (2020)
Meng Xia, Min Xu, Chuan-En Lin, Ta Ying Cheng, Huamin Qu, Xiaojuan Ma
SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics. Comput. Graph. Forum 39 (3) (2020)
Meng Xia, Reshika Palaniyappan Velumani, Yong Wang, Huamin Qu, Xiaojuan Ma
QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design. CoRR (2020)
Huan Wei, Haotian Li, Meng Xia, Yong Wang, Huamin Qu
Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features. CoRR (2020)
Meng Xia, Mingfei Sun, Huan Wei, Qing Chen, Yong Wang, Lei Shi, Huamin Qu, Xiaojuan Ma
PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool. CHI (2019)
Pengpeng Jian, Chao Sun, Xinguo Yu, Bin He, Meng Xia
An End-to-End Algorithm for Solving Circuit Problems. Int. J. Pattern Recognit. Artif. Intell. 33 (7) (2019)
Mingfei Sun, Yiqing Mou, Hongwen Xie, Meng Xia, Michelle Wong, Xiaojuan Ma
Estimating Emotional Intensity from Body Poses for Human-Robot Interaction. CoRR (2019)
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Meng Xia, Huan Wei, Min Xu, Leo Yu Ho Lo, Yong Wang, Rong Zhang, Huamin Qu
Visual Analytics of Student Learning Behaviors on K-12 Mathematics E-learning Platforms. CoRR (2019)
Arash Rahnama, Meng Xia, Panos J. Antsaklis
A QSR-Dissipativity Based Design for Event-Triggered Networked Systems. IEEE Trans. Autom. Control. 64 (6) (2019)
Wenrong Gong, Lihua Pang, Jing Wang, Meng Xia
PSO-based Resource Allocation in Software-Defined Heterogeneous Cellular Networks. KSII Trans. Internet Inf. Syst. 13 (5) (2019)
Xiaoming Wang, Xinbo Zhao, Meng Xia
The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading. BICS (2018)
Meng Xia, Arash Rahnama, Shige Wang, Panos J. Antsaklis
Control Design Using Passivation for Stability and Performance. IEEE Trans. Autom. Control. 63 (9) (2018)
Arash Rahnama, Meng Xia, Panos J. Antsaklis
Passivity-Based Design for Event-Triggered Networked Control Systems. IEEE Trans. Autom. Control. 63 (9) (2018)
Zhenhui Peng, Jeehoon Yoo, Meng Xia, Sunghun Kim, Xiaojuan Ma
Exploring How Software Developers Work with Mention Bot in GitHub. CCHI (2018)
Meng Xia, Pascal Gahinet, Neil Abroug, Craig Buhr
Sector bounds in control design and analysis. CDC (2017)
Xinguo Yu, Pengpeng Jian, Bin He, Gang Zhao, Meng Xia
Automatic Problem Understanding from Circuit Schematics. PSIVT (2017)
Meng Xia, Vijay Gupta, Panos J. Antsaklis
Networked State Estimation Over a Shared Communication Medium. IEEE Trans. Autom. Control. 62 (4) (2017)
Vahideh Ghanbari, Meng Xia, Panos J. Antsaklis
Design of switched controllers using an enhanced passivation method. ACC (2017)
Arash Rahnama, Meng Xia, Panos J. Antsaklis
A Passivity-Based Design for Stability and Robustness in Event-Triggered Networked Control Systems with Communication Delays, Signal Quantizations and Packet Dropouts. CoRR (2017)
Feng Zhu, Meng Xia, Panos J. Antsaklis
On Passivity Analysis and Passivation of Event-Triggered Feedback Systems Using Passivity Indices. IEEE Trans. Autom. Control. 62 (3) (2017)
Yang Yan, Meng Xia, Arash Rahnama, Panos J. Antsaklis
A passivity-based self-triggered strategy for cyber physical systems under denial-of-service attack. CDC (2017)
Bin He, Pengpeng Jian, Meng Xia, Chao Sun, Xinguo Yu
Extracting Algebraic Relations from Circuit Images Using Topology Breaking Down and Shrinking. PSIVT Workshops (2017)
Meng Xia, Panos J. Antsaklis, Vijay Gupta, Feng Zhu
Passivity and Dissipativity Analysis of a System and Its Approximation. IEEE Trans. Autom. Control. 62 (2) (2017)
Meng Xia, Arash Rahnama, S. Wang, Panos J. Antsaklis
Performance optimization based on passivation of systems with applications to systems with input/output delay. ACC (2016)
Vahideh Ghanbari, Meng Xia, Panos J. Antsaklis
A passivation method for the design of switched controllers. ACC (2016)
Arash Rahnama, Meng Xia, Panos J. Antsaklis
A QSR-dissipativity and passivity based analysis of event-triggered networked control systems. CDC (2016)
Arash Rahnama, Meng Xia, Shige Wang, Panos J. Antsaklis
Passivation and performance optimization using an extremum seeking co-simulation framework with application to Adaptive Cruise Control systems. ACC (2016)
Mouhacine Benosman, Amir-massoud Farahmand, Meng Xia
Learning-based modular indirect adaptive control for a class of nonlinear systems. ACC (2016)
Mouhacine Benosman, Meng Xia
Extremum Seeking-based Indirect Adaptive Control for Nonlinear Systems with State and Time-Dependent Uncertainties. CoRR (2015)
Yue Wang, Meng Xia, Vijay Gupta, Panos J. Antsaklis
On Feedback Passivity of Discrete-Time Nonlinear Networked Control Systems With Packet Drops. IEEE Trans. Autom. Control. 60 (9) (2015)
Meng Xia, Panos J. Antsaklis, Vijay Gupta, Michael J. McCourt
Determining Passivity Using Linearization for Systems With Feedthrough Terms. IEEE Trans. Autom. Control. 60 (9) (2015)
Meng Xia, Arash Rahnama, Shige Wang, Panos J. Antsaklis
On guaranteeing passivity and performance with a human controller. MED (2015)
Mouhacine Benosman, Amir-massoud Farahmand, Meng Xia
Learning-Based Modular Indirect Adaptive Control for a Class of Nonlinear Systems. CoRR (2015)
Mouhacine Benosman, Meng Xia
Extremum Seeking-Based Indirect Adaptive Control for Nonlinear Systems with State-Dependent Uncertainties. SIAM Conf. on Control and its Applications (2015)
Meng Xia, Mouhacine Benosman
Extremum seeking-based indirect adaptive control for nonlinear systems with time-varying uncertainties. ECC (2015)
Nicholas Kottenstette, Michael J. McCourt, Meng Xia, Vijay Gupta, Panos J. Antsaklis
On relationships among passivity, positive realness, and dissipativity in linear systems. Autom. 50 (4) (2014)
Feng Zhu, Meng Xia, Panos J. Antsaklis
Passivity analysis and passivation of feedback systems using passivity indices. ACC (2014)
Meng Xia, Panos J. Antsaklis, Vijay Gupta
Passivity indices and passivation of systems with application to systems with input/output delay. CDC (2014)
Meng Xia, Panos J. Antsaklis, Vijay Gupta
Passivity analysis of a system and its approximation. ACC (2013)
Panos J. Antsaklis, Bill Goodwine, Vijay Gupta, Michael J. McCourt, Yue Wang, Po Wu, Meng Xia, Han Yu, Feng Zhu
Control of cyberphysical systems using passivity and dissipativity based methods. Eur. J. Control 19 (5) (2013)
Han Yu, Feng Zhu, Meng Xia, Panos J. Antsaklis
Robust stabilizing output feedback nonlinear model predictive control by using passivity and dissipativity. ECC (2013)
Meng Xia, Vijay Gupta, Panos J. Antsaklis
Networked state estimation over a shared communication medium. ACC (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Meng Xia