A Usability Study on the Use of Multi-Context Visualization. - Mao Lin Huang; Jie Liang 004; Quang Vinh Nguyen (CGIV, 2008)

A Visualization Approach for Frauds Detection in Financial Market. - Mao Lin Huang; Jie Liang 004; Quang Vinh Nguyen (IV, 2009)

Highlighting in Information Visualization: A Survey. - Jie Liang 004; Mao Lin Huang (IV, 2010)

Perceptual User Study for Combined Treemap. - Jie Liang 004; Mao Lin Huang; Quang Vinh Nguyen (ICMLA (1), 2012)

Angular Treemaps - A New Technique for Visualizing and Emphasizing Hierarchical Structures. - Jie Liang 004; Quang Vinh Nguyen; Simeon J. Simoff; Mao Lin Huang (IV, 2012)

Clutter Reduction in Multi-dimensional Visualization of Incomplete Data Using Sugiyama Algorithm. - Liang Fu Lu; Mao Lin Huang; Yi-Wen Chen; Jie Liang 004; Quang Vinh Nguyen (IV, 2012)

Rectangle orientation in area judgment task for treemap design. - Jie Liang 004; Jie Hua 001; Mao Lin Huang; Quang Vinh Nguyen; Simeon J. Simoff (OZCHI, 2012)

Tangram treemaps: an enclosure geometrical partitioning method with various shapes - Jie Liang 004 (2012)

Visualizing large trees with divide & conquer partition. - Jie Liang 004; Simeon J. Simoff; Quang Vinh Nguyen; Mao Lin Huang (VINCI, 2013)

Laplacian-based dynamic graph visualization. - Limei Che; Jie Liang 004; Xiaoru Yuan; Jianping Shen; Jinquan Xu; Yong Li (PacificVis, 2015)

OD-Wheel: Visual design to explore OD patterns of a central region. - Min Lu 002; Zuchao Wang; Jie Liang 004; Xiaoru Yuan (PacificVis, 2015)

Visual analysis of route choice behaviour based on GPS trajectories. - Min Lu 002; Chufan Lai; Tangzhi Ye; Jie Liang 004; Xiaoru Yuan (VAST, 2015)

Visual data quality analysis for taxi GPS data. - Zuchao Wang; Xiaoru Yuan; Tangzhi Ye; Youfeng Hao; Siming Chen 001; Jie Liang 004; Qiusheng Li; Haiyang Wang; Yadong Wu (VAST, 2015)

Behavior analysis through collaborative visual exploration on trajectory data. - Tangzhi Ye; Youfeng Hao; Zhenhuang Wang; Chufan Lai; Siming Chen 001; Zongru Li; Jie Liang 004; Xiaoru Yuan (VAST, 2015)

Sunburst with ordered nodes based on hierarchical clustering: a visual analyzing method for associated hierarchical pesticide residue data. - Yi Chen 007; Xinyue Zhang; Yuchao Feng; Jie Liang 004; Hongqian Chen (J. Vis., 2015)

Divide and Conquer treemaps: Visualizing large trees with various shapes. - Jie Liang 004; Quang Vinh Nguyen; Simeon J. Simoff; Mao Lin Huang (J. Vis. Lang. Comput., 2015)

EnsembleGraph: Interactive visual analysis of spatiotemporal behaviors in ensemble simulation data. - Qingya Shu; Hanqi Guo 001; Jie Liang 004; Limei Che; Junfeng Liu; Xiaoru Yuan (PacificVis, 2016)

D-Map: Visual analysis of ego-centric information diffusion patterns in social media. - Siming Chen 001; Shuai Chen 001; Zhenhuang Wang; Jie Liang 004; Xiaoru Yuan; Nan Cao 001; Yadong Wu (VAST, 2016)

Facial Feature Extraction and Recognition for Traditional Chinese Physiognomy. - Yujie Liu; Mao Lin Huang; Jie Liang 004; Weidong Huang 001 (IV, 2016)

Navigation in large hierarchical graph through chain-context views. - Jie Liang 004; Mao Lin Huang; Quang Vinh Nguyen (J. Vis., 2016)

Exploring OD patterns of interested region based on taxi trajectories. - Min Lu 002; Jie Liang 004; Zuchao Wang; Xiaoru Yuan (J. Vis., 2016)

Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data. - Siming Chen 001; Xiaoru Yuan; Zhenhuang Wang; Cong Guo 004; Jie Liang 004; Zuchao Wang; Xiaolong Luke Zhang; Jiawan Zhang (IEEE Trans. Vis. Comput. Graph., 2016)

Interaction+: Interaction enhancement for web-based visualizations. - Min Lu 002; Jie Liang 004; Yu Zhang 043; Guozheng Li 002; Siming Chen 001; Zongru Li; Xiaoru Yuan (PacificVis, 2017)

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media. - Siming Chen 001; Shuai Chen 001; Lijing Lin; Xiaoru Yuan; Jie Liang 004; Xiaolong Zhang 001 (VAST, 2017)

Visual Analysis of Multiple Route Choices Based on General GPS Trajectories. - Min Lu 002; Chufan Lai; Tangzhi Ye; Jie Liang 004; Xiaoru Yuan (IEEE Trans. Big Data, 2017)

A physiognomy based method for facial feature extraction and recognition. - Yujie Liu; Mao Lin Huang; Weidong Huang 001; Jie Liang 004 (J. Vis. Lang. Comput., 2017)

Aureole: a multi-perspective visual analytics approach for green cellular networks. - Hongyu Jiang; Kai Tang; Weixin Zhao; Wenqi Pei; Yadong Wu; Jie Liang 004 (J. Vis., 2018)

A Multi-comparable visual analytic approach for complex hierarchical data. - Yi Chen 007; Yu Dong; Yuehong Sun; Jie Liang 004 (J. Vis. Lang. Comput., 2018)

Uncertainty-aware visual analytics for exploring human behaviors from heterogeneous spatial temporal data. - Siming Chen 001; Zuchao Wang; Jie Liang 004; Xiaoru Yuan (J. Vis. Lang. Comput., 2018)

Stroke Data Analysis through a HVN Visual Mining Platform. - Mao Lin Huang; Zhixiong Yue; Quang Vinh Nguyen; Jie Liang 004; Zongwei Luo (IV (2), 2019)

An interactive visual analytics approach for network anomaly detection through smart labeling. - Xin Fan; Chenlu Li; Xiaoru Yuan; Xiaoju Dong; Jie Liang 004 (J. Vis., 2019)

D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media. - Siming Chen 001; Shuai Chen 001; Zhenhuang Wang; Jie Liang 004; Yadong Wu; Xiaoru Yuan (ACM Trans. Intell. Syst. Technol., 2019)

PansyTree: Merging Multiple Hierarchies. - Yu Dong; Alex Fauth; Mao Lin Huang; Yi Chen 007; Jie Liang 004 (PacificVis, 2020)

BarcodeTree: Scalable Comparison of Multiple Hierarchies. - Guozheng Li 002; Yu Zhang 043; Yu Dong; Jie Liang 004; Jinson Zhang; Jinsong Wang; Michael J. McGuffin; Xiaoru Yuan (IEEE Trans. Vis. Comput. Graph., 2020)

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)

Locally Random Sampling for Practical Privacy Protection in Federated Learning. - Weiqi Wang; Shushu Liu; An Liu 002; Christy Jie Liang; Shui Yu 001 (GLOBECOM, 2022)

Learning Feature Alignment Architecture for Domain Adaptation. - Zhixiong Yue; Pengxin Guo; Yu Zhang 006; Christy Jie Liang (IJCNN, 2022)

Effective, Efficient and Robust Neural Architecture Search. - Zhixiong Yue; Baijiong Lin; Yu Zhang 006; Christy Jie Liang (IJCNN, 2022)

The Force of Compensation, a Multi-stage Incentive Mechanism Model for Federated Learning. - Han Xu; Priyadarsi Nanda; Jie Liang 004; Xiangjian He (NSS, 2022)

A Prediction and Visual Analysis Method for Graduation Destination of Undergraduates Based on LambdaMART Model. - Yi Chen 007; Xiaoran Sun; Wenqiang Wei; Yu Dong; Christy Jie Liang (Int. J. Inf. Commun. Technol. Educ., 2022)

Novel few-shot learning based fuzzy feature detection algorithms. - Yun Luo; Liangfu Lu; Xudong Cui; Yan Du; Yingying Bi; Limin Zhu; Christy Jie Liang (DSAA, 2023)

Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization. - Jianbin Shen; Junyu Xuan; Christy Jie Liang (EMNLP (Findings), 2023)

Designing Incentive Mechanisms for Fair Participation in Federated Learning. - Han Xu; Priyadarsi Nanda; Jie Liang 004 (HPCC/DSS/SmartCity/DependSys, 2023)

An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework. - Jaeyoon Kim; Junyu Xuan; Christy Jie Liang; Farookh Khadeer Hussain (IJCNN, 2023)

A Determinantal Point Process Based Novel Sampling Method of Abstractive Text Summarization. - Jianbin Shen; Junyu Xuan; Christy Jie Liang (IJCNN, 2023)

ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty. - Yu Dong; Jie Liang 004; Longbing Cao; Daniel R. Catchpoole (CoRR, 2023)

A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. - Zhiyi Tian; Lei Cui 006; Jie Liang 004; Shui Yu 001 (ACM Comput. Surv., 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 007; Jie Hua 001 (Comput. Vis. Media, 2023)

VizOPTICS: Getting insights into OPTICS via interactive visual analysis. - Caixia Wu; Yi Chen 007; Yu Dong; Fangfang Zhou; Ying Zhao 001; Christy Jie Liang (Comput. Electr. Eng., 2023)

User-centered visual explorer of in-process comparison in spatiotemporal space. - Dong Yu; Ian J. Oppermann; Jie Liang 004; Xiaoru Yuan; Nguyen Quang Vinh (J. Vis., 2023)

FCH, an incentive framework for data-owner dominated federated learning. - Han Xu; Priyadarsi Nanda; Jie Liang 004; Xiangjian He (J. Inf. Secur. Appl., 2023)

Spatial Immersive Learning Environments in Primary Education: A Review of Impacts and Implementation Challenges. - Ibrahim Daghriri; Christy Jie Liang; Weidong Huang 001 (I-DO, 2024)

Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features. - Jaeyoon Kim; Junyu Xuan; Christy Jie Liang; Farookh Khadeer Hussain (IJCNN, 2024)

Improving the Factuality of Abstractive Text Summarization with Syntactic Structure-Aware Latent Semantic Space. - Jianbin Shen; Christy Jie Liang; Junyu Xuan (IJCNN, 2024)

SMAKAP: Secure Mutual Authentication and Key Agreement Protocol for RFID Systems. - Shayesta Naziri; Xu Wang; Guangsheng Yu; Jian Xu; Sudhir Shrestha; Christy Jie Liang (SIN, 2024)

A Non-Monolithic Policy Approach of Offline-to-Online Reinforcement Learning. - Jaeyoon Kim; Junyu Xuan; Christy Jie Liang; Farookh Khadeer Hussain (CoRR, 2024)

Reciprocal Federated Learning Framework: Balancing incentives for model and data owners. - Han Xu; Priyadarsi Nanda; Jie Liang 004 (Future Gener. Comput. Syst., 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)

Evaluating narrative visualization: a survey of practitioners. - Nina Errey; Jie Liang 004; Tuck Wah Leong; Didar Zowghi (Int. J. Data Sci. Anal., 2024)

Where do they go next? Causal inference-based prediction and visual analysis of graduates' first destination. - Yi Chen 007; Wenqiang Wei; Li Wang 068; Yu Dong; Christy Jie Liang (J. Vis., 2024)

Heuristics for evaluating narrative visualization: a validation study. - Nina Errey; Didar Zowghi; Tuck Wah Leong; Yadong Wu; Xiaoru Yuan; Weidong Huang 001; Christy Jie Liang (J. Vis., 2025)

An Age-based Study into Interactive Narrative Visualization Engagement. - Nina Errey; Yi Chen 007; Yu Dong; Quang Vinh Nguyen; Xiaoru Yuan; Tuck Wah Leong; Christy Jie Liang (CoRR, 2025)