| 2026 | ICPRAM | AAHL: Attention-Guided Adaptive Hypergraph Learning for Multi-Label Image Classification. | Dong Wang, Hao Zhu, Ziyi Zhang, Zhengshen Gu, Songhua Xu |
| 2025 | MICCAI | Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion. | Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu |
| 2021 | IJCAI | Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment. | Jiayao Ma, Xinbo Jiang, Songhua Xu, Xueying Qin |
| 2015 | SIGGRAPH | Component segmentation of sketches used in 3D model retrieval. | Yang Kang, Chi Xu, Shujin Lin, Songhua Xu, Xiaonan Luo, Qiang Chen |
| 2014 | AMIA | Extracting Patient Demographics and Personal Medical Information from Online Health Forums. | Yang Liu, Songhua Xu, Hong-Jun Yoon, Georgia D. Tourassi |
| 2014 | AMIA | A New Visual Navigation System for Exploring Biomedical Patents. | Christopher Markson, Songhua Xu |
| 2014 | CIKM | Relationship Emergence Prediction in Heterogeneous Networks through Dynamic Frequent Subgraph Mining. | Yang Liu, Songhua Xu, Lian Duan |
| 2014 | ICDM | Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. | Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu |
| 2014 | SIGGRAPH | 3D modeling with three-view drawings. | Shujin Lin, Songhua Xu, Yuhui Hu, Xuliang Guo, Yuhua Li, Ruomei Wang, Xiaonan Luo |
| 2012 | CIKM | Moving from descriptive to causal analytics: case study of discovering knowledge from us health indicators warehouse. | Jack C. Schryver, Mallikarjun Shankar, Songhua Xu |
| 2011 | CIKM | Retrieving and ranking unannotated images through collaboratively mining online search results. | Songhua Xu, Hao Jiang, Francis Chi-Moon Lau |
| 2011 | IJCAI | Mining User Dwell Time for Personalized Web Search Re-Ranking. | Songhua Xu, Hao Jiang, Francis Chi-Moon Lau |
| 2011 | IUI | Capturing user reading behaviors for personalized document summarization. | Hao Jiang, Songhua Xu, Francis Chi-Moon Lau |
| 2011 | SC | Poster: a novel architecture for biothreat situation awareness. | Thomas S. Brettin, Laura Pullum, Daniel Quest, Xiaohui Cui, Songhua Xu, Richard Stouder |
| 2010 | AAAI | Keyword Extraction and Headline Generation Using Novel Word Features. | Songhua Xu, Shaohui Yang, Francis Chi-Moon Lau |
| 2010 | IJCNN | A Force Field Driven SOM for boundary detection. | Yu He, Songhua Xu, Willard L. Miranker |
| 2010 | IJCNN | Kernel based principal component for recognizing handwritten numbers. | Xiaoxiao Song, Songhua Xu, Willard L. Miranker |
| 2009 | IAAI | Automatic Generation of Personal Chinese Handwriting by Capturing the Characteristics of Personal Handwriting. | Songhua Xu, Tao Jin, Hao Jiang, Francis C. M. Lau |
| 2009 | IUI | User-oriented document summarization through vision-based eye-tracking. | Songhua Xu, Hao Jiang, Francis C. M. Lau |
| 2009 | WSDM | A new visual search interface for web browsing. | Songhua Xu, Tao Jin, Francis Chi-Moon Lau |
| 2008 | AAAI | A User-Oriented Webpage Ranking Algorithm Based on User Attention Time. | Songhua Xu, Yi Zhu, Hao Jiang, Francis C. M. Lau |
| 2008 | ICNC | A Neural Network-Based Approach to Modeling the Allocation of Behaviors in Concurrent Schedule, Variable Interval Learning. | Erica J. Newland, Songhua Xu, Willard L. Miranker |
| 2008 | ICTAI | Introducing Affect into Competitive Game Play. | Maha Alabduljalil, Songhua Xu, Willard L. Miranker |
| 2008 | ICTAI | Constraint-Based Placement and Routing for FPGAs Using Self-Organizing Maps. | Michail Maniatakos, Songhua Xu, Willard L. Miranker |
| 2008 | ISM | A Two-Stage Audio Retrieval Method for Searching Unannotated Audio Clips. | Songhua Xu, Suchao Chen, Kevin Y. Yip, Francis C. M. Lau, Xueying Qin |
| 2008 | ISM | Automatic Generation of Music Slide Show Using Personal Photos. | Songhua Xu, Tao Jin, Francis Chi-Moon Lau |
| 2008 | RecSys | Personalized online document, image and video recommendation via commodity eye-tracking. | Songhua Xu, Hao Jiang, Francis C. M. Lau |
| 2007 | AAAI | An Intelligent System for Chinese Calligraphy. | Songhua Xu, Hao Jiang, Francis Chi-Moon Lau, Yunhe Pan |
| 2007 | PG | The Mental Canvas: A Tool for Conceptual Architectural Design and Analysis. | Julie Dorsey, Songhua Xu, Gabe Smedresman, Holly E. Rushmeier, Leonard McMillan |
| 2004 | AAAI | Automatic Generation of Artistic Chinese Calligraphy. | Songhua Xu, Francis C. M. Lau, Kwok-Wai Cheung, Yunhe Pan |
| 2001 | CSCWD | AI Supported Computer-Generated Pen-and-Ink Illustration. | Yan Gu, Songhua Xu, Min Tang, Jinxiang Dong |