Christy Jie Liang

According to our database, Christy Jie Liang authored at least 59 papers between 2008 and 2024.

Collaborative distances:

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

2024

Where do they go next? Causal inference-based prediction and visual analysis of graduates' first destination.

Yi Chen, Wenqiang Wei, Li Wang, Yu Dong, Christy Jie Liang

J. Vis., October, 2024

Evaluating narrative visualization: a survey of practitioners.

Nina Errey, Jie Liang, Tuck Wah Leong, Didar Zowghi

Int. J. Data Sci. Anal., June, 2024

Nudging with Narrative Visualization: Communicating to a Young Adult Audience in the Pandemic.

Nina Errey, Christy Jie Liang, Tuck Wah Leong, Yongqing Chen, Hassan Vally, Catherine M. Bennett

Proc. ACM Hum. Comput. Interact., 2024

Reciprocal Federated Learning Framework: Balancing incentives for model and data owners.

Han Xu, Priyadarsi Nanda, Jie Liang

Future Gener. Comput. Syst., 2024

A Non-Monolithic Policy Approach of Offline-to-Online Reinforcement Learning.

Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain

CoRR, 2024

Improving the Factuality of Abstractive Text Summarization with Syntactic Structure-Aware Latent Semantic Space.

Jianbin Shen, Christy Jie Liang, Junyu Xuan

Proceedings of the International Joint Conference on Neural Networks, 2024

Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features.

Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain

Proceedings of the International Joint Conference on Neural Networks, 2024

Spatial Immersive Learning Environments in Primary Education: A Review of Impacts and Implementation Challenges.

Ibrahim Daghriri, Christy Jie Liang, Weidong Huang

Proceedings of the 2024 International Conference on Information Technology, 2024

2023

FCH, an incentive framework for data-owner dominated federated learning.

Han Xu, Priyadarsi Nanda, Jie Liang, Xiangjian He

J. Inf. Secur. Appl., August, 2023

User-centered visual explorer of in-process comparison in spatiotemporal space.

Dong Yu, Ian J. Oppermann, Jie Liang, Xiaoru Yuan, Nguyen Quang Vinh

J. Vis., April, 2023

VizOPTICS: Getting insights into OPTICS via interactive visual analysis.

Caixia Wu, Yi Chen, Yu Dong, Fangfang Zhou, Ying Zhao, Christy Jie Liang

Comput. Electr. Eng., April, 2023

A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets.

Yu Dong, Christy Jie Liang, Yi Chen, Jie Hua

Comput. Vis. Media, February, 2023

A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning.

Zhiyi Tian, Lei Cui, Jie Liang, Shui Yu

ACM Comput. Surv., 2023

ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty.

Yu Dong, Jie Liang, Longbing Cao, Daniel R. Catchpoole

CoRR, 2023

A Determinantal Point Process Based Novel Sampling Method of Abstractive Text Summarization.

Jianbin Shen, Junyu Xuan, Christy Jie Liang

Proceedings of the International Joint Conference on Neural Networks, 2023

An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework.

Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain

Proceedings of the International Joint Conference on Neural Networks, 2023

Designing Incentive Mechanisms for Fair Participation in Federated Learning.

Han Xu, Priyadarsi Nanda, Jie Liang

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization.

Jianbin Shen, Junyu Xuan, Christy Jie Liang

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

Novel few-shot learning based fuzzy feature detection algorithms.

Yun Luo, Liangfu Lu, Xudong Cui, Yan Du, Yingying Bi, Limin Zhu, Christy Jie Liang

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

A Prediction and Visual Analysis Method for Graduation Destination of Undergraduates Based on LambdaMART Model.

Yi Chen, Xiaoran Sun, Wenqiang Wei, Yu Dong, Christy Jie Liang

Int. J. Inf. Commun. Technol. Educ., 2022

The Force of Compensation, a Multi-stage Incentive Mechanism Model for Federated Learning.

Han Xu, Priyadarsi Nanda, Jie Liang, Xiangjian He

Proceedings of the Network and System Security - 16th International Conference, 2022

Effective, Efficient and Robust Neural Architecture Search.

Zhixiong Yue, Baijiong Lin, Yu Zhang, Christy Jie Liang

Proceedings of the International Joint Conference on Neural Networks, 2022

Learning Feature Alignment Architecture for Domain Adaptation.

Zhixiong Yue, Pengxin Guo, Yu Zhang, Christy Jie Liang

Proceedings of the International Joint Conference on Neural Networks, 2022

Locally Random Sampling for Practical Privacy Protection in Federated Learning.

Weiqi Wang, Shushu Liu, An Liu, Christy Jie Liang, Shui Yu

Proceedings of the IEEE Global Communications Conference, 2022

2021

Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model.

Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain

CoRR, 2021

2020

BarcodeTree: Scalable Comparison of Multiple Hierarchies.

Guozheng Li, Yu Zhang, Yu Dong, Jie Liang, Jinson Zhang, Jinsong Wang, Michael J. McGuffin, Xiaoru Yuan

IEEE Trans. Vis. Comput. Graph., 2020

PansyTree: Merging Multiple Hierarchies.

Yu Dong, Alex Fauth, Mao Lin Huang, Yi Chen, Jie Liang

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019

D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media.

Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan

ACM Trans. Intell. Syst. Technol., 2019

An interactive visual analytics approach for network anomaly detection through smart labeling.

Xin Fan, Chenlu Li, Xiaoru Yuan, Xiaoju Dong, Jie Liang

J. Vis., 2019

Stroke Data Analysis through a HVN Visual Mining Platform.

Mao Lin Huang, Zhixiong Yue, Quang Vinh Nguyen, Jie Liang, Zongwei Luo

Proceedings of the 23rd International Conference in Information Visualization, 2019

2018

Uncertainty-aware visual analytics for exploring human behaviors from heterogeneous spatial temporal data.

Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan

J. Vis. Lang. Comput., 2018

A Multi-comparable visual analytic approach for complex hierarchical data.

Yi Chen, Yu Dong, Yuehong Sun, Jie Liang

J. Vis. Lang. Comput., 2018

Aureole: a multi-perspective visual analytics approach for green cellular networks.

Hongyu Jiang, Kai Tang, Weixin Zhao, Wenqi Pei, Yadong Wu, Jie Liang

J. Vis., 2018

2017

A physiognomy based method for facial feature extraction and recognition.

Yujie Liu, Mao Lin Huang, Weidong Huang, Jie Liang

J. Vis. Lang. Comput., 2017

Visual Analysis of Multiple Route Choices Based on General GPS Trajectories.

Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, Xiaoru Yuan

IEEE Trans. Big Data, 2017

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media.

Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong Zhang

Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

Interaction+: Interaction enhancement for web-based visualizations.

Min Lu, Jie Liang, Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, Xiaoru Yuan

Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017

2016

Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data.

Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong Luke Zhang, Jiawan Zhang

IEEE Trans. Vis. Comput. Graph., 2016

Exploring OD patterns of interested region based on taxi trajectories.

Min Lu, Jie Liang, Zuchao Wang, Xiaoru Yuan

J. Vis., 2016

Navigation in large hierarchical graph through chain-context views.

Jie Liang, Mao Lin Huang, Quang Vinh Nguyen

J. Vis., 2016

Facial Feature Extraction and Recognition for Traditional Chinese Physiognomy.

Yujie Liu, Mao Lin Huang, Jie Liang, Weidong Huang

Proceedings of the 20th International Conference Information Visualisation, 2016

D-Map: Visual analysis of ego-centric information diffusion patterns in social media.

Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu

Proceedings of the 11th IEEE Conference on Visual Analytics Science and Technology, 2016

EnsembleGraph: Interactive visual analysis of spatiotemporal behaviors in ensemble simulation data.

Qingya Shu, Hanqi Guo, Jie Liang, Limei Che, Junfeng Liu, Xiaoru Yuan

Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016

2015

Divide and Conquer treemaps: Visualizing large trees with various shapes.

Jie Liang, Quang Vinh Nguyen, Simeon J. Simoff, Mao Lin Huang

J. Vis. Lang. Comput., 2015

Sunburst with ordered nodes based on hierarchical clustering: a visual analyzing method for associated hierarchical pesticide residue data.

Yi Chen, Xinyue Zhang, Yuchao Feng, Jie Liang, Hongqian Chen

J. Vis., 2015

Behavior analysis through collaborative visual exploration on trajectory data.

Tangzhi Ye, Youfeng Hao, Zhenhuang Wang, Chufan Lai, Siming Chen, Zongru Li, Jie Liang, Xiaoru Yuan

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Visual data quality analysis for taxi GPS data.

Zuchao Wang, Xiaoru Yuan, Tangzhi Ye, Youfeng Hao, Siming Chen, Jie Liang, Qiusheng Li, Haiyang Wang, Yadong Wu

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Visual analysis of route choice behaviour based on GPS trajectories.

Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, Xiaoru Yuan

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

OD-Wheel: Visual design to explore OD patterns of a central region.

Min Lu, Zuchao Wang, Jie Liang, Xiaoru Yuan

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

Laplacian-based dynamic graph visualization.

Limei Che, Jie Liang, Xiaoru Yuan, Jianping Shen, Jinquan Xu, Yong Li

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2013

Visualizing large trees with divide & conquer partition.

Jie Liang, Simeon J. Simoff, Quang Vinh Nguyen, Mao Lin Huang

Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI), 2013

2012

Tangram treemaps: an enclosure geometrical partitioning method with various shapes

Jie Liang

PhD thesis, 2012

Rectangle orientation in area judgment task for treemap design.

Jie Liang, Jie Hua, Mao Lin Huang, Quang Vinh Nguyen, Simeon J. Simoff

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

Clutter Reduction in Multi-dimensional Visualization of Incomplete Data Using Sugiyama Algorithm.

Liang Fu Lu, Mao Lin Huang, Yi-Wen Chen, Jie Liang, Quang Vinh Nguyen

Proceedings of the 16th International Conference on Information Visualisation, 2012

Angular Treemaps - A New Technique for Visualizing and Emphasizing Hierarchical Structures.

Jie Liang, Quang Vinh Nguyen, Simeon J. Simoff, Mao Lin Huang

Proceedings of the 16th International Conference on Information Visualisation, 2012

Perceptual User Study for Combined Treemap.

Jie Liang, Mao Lin Huang, Quang Vinh Nguyen

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2010

Highlighting in Information Visualization: A Survey.

Jie Liang, Mao Lin Huang

Proceedings of the 14th International Conference on Information Visualisation, 2010

2009

A Visualization Approach for Frauds Detection in Financial Market.

Mao Lin Huang, Jie Liang, Quang Vinh Nguyen

Proceedings of the 13th International Conference on Information Visualisation, 2009

2008

A Usability Study on the Use of Multi-Context Visualization.

Mao Lin Huang, Jie Liang, Quang Vinh Nguyen

Proceedings of the Fifth International Conference on Computer Graphics, 2008