Publications
You can also find my articles on my Google Scholar profile. and some of my prototypes on my YouTube list
Conference Regular Papers and Journal Papers
Combating Sampling Bias: A Self-Training Method in Credit Risk Models
Jingxian Liao, Wei Wang, Jason Xue, Anthony Lei, Xue Han, Kun Lu
Published in Innovative Applications of Artificial Intelligence (IAAI-22), Collocated with AAAI-22, 2022
Chien-Lin Tang*, Jingxian Liao*, Hao-Chuan Wang, Ching-Ying Sung, Wen-Chieh Lin
Published in the Web Conference 2021 (WWW) [Best student paper award], 2021
Jingxian Liao, Hao-Chuan Wang
Published in Proceedings of ACM Human-Computer Interaction 3, GROUP, 2020
Jingxian Liao, Guowei Yang, David Kavaler, Vladimir Filkov, Prem Devanbu
Published in PLOS ONE, 2019
Conference Late Breaking Work, Workshop Papers, Posters, Demos
Jingxian Liao, Mrinalini Singh, Hao-Chuan Wang
Published in CSCW 2023 Companion, 2023
Jingxian Liao, Mrinalini Singh, Yi-Ting Hung, Wen-Chieh Lin, Hao-Chuan Wang
Published in CSCW 2023 Companion, 2023
Restructuring Unstructured Video Resources for Collaborative Learning and Work
Jingxian Liao
Published in GROUP 23 Companion, 2023
Nudge for Reflective Mind: Understanding How Accessing Peer Concept Mapping and Commenting Affects Reflection of High-stakes Information
Jingxian Liao, Hao-Chuan Wang
Published in CHI 2022 EA, 2022
Data Augmentation Methods for Reject Inference in Credit Risk Models
Jingxian Liao, Wei Wang, Jason Xue, Anthony Lei
Published in AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021
Supporting Online Video Learning with Concept Map-based Recommendation of Learning Path
Chien-Lin Tang*, Jingxian Liao*, Hao-Chuan Wang, Ching-Ying Sung, Yu-Rong Cao, Wen-Chieh Lin
Published in CHI 2020 EA, 2020
Jingxian Liao, Hao-Chuan Wang
Published in Human-Centered Data Science Workshop at GROUP 2020, 2020
ConceptGuide: Supporting Online Video Learning with Concept Map-based Recommendation of Learning Path 
Gestures as Intrinsic Creativity Support: Understanding the Usage and Function of Hand Gestures in Computer-Mediated Group Brainstorming 
DeepThinkingMap: Collaborative Video Reflection System with Graph-based Summarizing and Commenting 
ConceptCombo: Assisting Online Video Access with Concept Mapping and Social Commenting Visualizations