Published in Computers in Biology and Medicine, 2022
Recommended citation: Z-T. Wu, J. Wei, J-B. Wang, and Rui Li. (2022). "Slice Imputation: Multiple Intermediate Slices Interpolation for Anisotropic 3D Medical Image Segmentation." Computers in Biology and Medicine. 147. https://pubmed.ncbi.nlm.nih.gov/35696751/
Published in The 31st International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022
Recommended citation: Z-K. Chen, J. Wei, and Rui Li. Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation. In: Proceedings of The 31st International Joint Conference on Artificial Intelligence (IJCAI 2022). https://www.ijcai.org/proceedings/2022/0117.pdf
Published in The 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022), 2022
Recommended citation: E. Zheng, Q. Yu, Rui Li, P-C. Shi, and A.R. Haake. Dual-Level Adaptive Information Filtering for Interactive Image Segmentation. In: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022). https://proceedings.mlr.press/v151/zheng22b.html
Published in The 35th Advances in Neural Information Processing Systems (NeurIPS 2021), 2021
Recommended citation: K. KC, Rui Li, and M. Gilany. Joint Inference for Neural Network Depth and Dropout Regularization. In: Proceedings of The 35th Advances in Neural Information Processing Systems (NeurIPS 2021). https://proceedings.neurips.cc/paper/2021/file/dfce06801e1a85d6d06f1fdd4475dacd-Paper.pdf
Published in The 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), 2021
Recommended citation: J-X. Chen, J. Wei and Rui Li. TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation. In: Proceedings of The 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021). https://arxiv.org/pdf/2105.08993
Published in The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), 2021
Recommended citation: E. Zheng, Q. Yu, Rui Li, P-C. Shi, and A.R. Haake. A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation. In: Proceedings of The 35th AAAI Conference on Artificial Intelligence (AAAI 2021). https://www.aaai.org/AAAI21Papers/AAAI-2989.ZhengE.pdf
Published in BMC Bioinformatics, 2021
Recommended citation: K. KC, S.K. Subramanya, Rui Li, and F. Cui. (2021). "Machine learning predicts nucleosome binding modes of transcription factors." BMC Bioinformatics. 22(1). https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-021-04093-9
Published in ACM/IEEE Transactions on Computational Biology and Bioinformatics, 2021
Recommended citation: K. KC, Rui Li, F. Cui, and A.R. Haake. (2021). "Predicting Biological Interactions with Higher-Order Graph Convolutional Networks." ACM/IEEE Transactions on Computational Biology and Bioinformatics. 14(8). https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9354550
Published in BMC medical informatics and decision making, 2020
Recommended citation: P-N. Yin, K. KC, W-S. Shi, Q. Yu, Rui Li, A.R. Haake, M. Hiroshi, and F. Cui. (2020). "Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches." BMC medical informatics and decision making. 20(1). https://link.springer.com/article/10.1186/s12911-020-01185-z
Published in The 34th Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
Recommended citation: E. Zheng, Q. Yu, Rui Li, P-C Shi, and A.R. Haake. Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains. In: Proceedings of The 34th Advances in Neural Information Processing Systems (NeurIPS 2020). https://proceedings.neurips.cc//paper/2020/file/16837163fee34175358a47e0b51485ff-Paper.pdf
Published in The 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), 2019
Recommended citation: Rui Li. Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes In: Proceedings of The 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). http://papers.nips.cc/paper/8439-multivariate-sparse-coding-of-nonstationary-covariances-with-gaussian-processes
Published in SMPTE Motion Imaging Journal, 2019
Recommended citation: R. R. Figueroa, Rui Li. (2019). "Bayesian Methods for Radiometric Calibration in Motion Picture Encoding Workflows." SMPTE Motion Imaging Journal. 128(7). https://ieeexplore.ieee.org/abstract/document/8779779
Published in BMC System Biology, 2019
Recommended citation: K. KC, Rui Li, F. Cui, Q. Yu and A.R. Haake. (2019). "GNE: A Deep Learning Framework for Gene Network Inference by Aggregating Biological Information." BMC System Biology. 13(2). https://bmcsystbiol.biomedcentral.com/articles/10.1186/s12918-019-0694-y
Published in The 17th European Conference on Computational Biology (ECCB 2018), 2018
Recommended citation: K. KC, Rui Li, F. Cui and A.R. Haake. Learning Topology-preserving Embedding for Gene Interaction Networks. In: The 17th European Conference on Computational Biology (ECCB 2018), September 2018. https://kishankc.com.np/publication/content/publication/kishan-2018-toplology/
Published in The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 2018
Recommended citation: Rui Li, J. Curhan and M.E. Hoque. Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events. In: Proceedings of The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 1579-1586, April 2018. https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/viewPaper/17060
Published in The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
Recommended citation: X. Guo, Rui Li, Q. Yu and A.R. Haake. Modeling Physicians Utterances to Explore Diagnostic Decision-making. In: Proceedings of The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 3700-3706, August 2017. https://www.ijcai.org/Proceedings/2017/517
Published in The 13th IFIP WG 11.9 International Conference on Digital Forensics (IFIP WG 11.9 2017), 2017
Recommended citation: R. Mosli, Rui Li, B. Yuan and Y. Pan. A Behavior-based Approach for Malware Detection. Proceedings of The 13th IFIP WG 11.9 International Conference on Digital Forensics (IFIP WG 11.9 2017), 187-201, January 2017. https://link.springer.com/chapter/10.1007/978-3-319-67208-3_11
Published in Computer Vision and Image Understanding, 2016
Recommended citation: Rui Li, P-C. Shi, J. Pelz, C.O. Alm, A.R. Haake. (2016). "Modeling Eye Movement Patterns to Characterize Perceptual Skill in Image-based Diagnostic Reasoning Processes." Computer Vision and Image Understanding. 151(1). https://www.sciencedirect.com/science/article/pii/S1077314216000734
Published in International Journal of Data Science and Analytics, 2016
Recommended citation: X. Guo, Q. Yu, Rui Li, C.O. Alm, C. Calvelli, P-C. Shi, and A.R. Haake. (2016). "Intelligent medical image grouping through interactive learning." International Journal of Data Science and Analytics. 1(1). https://link.springer.com/article/10.1007/s41060-016-0021-2
Published in 2016 IEEE International Symposium on Technologies for Homeland Security (HST 2016), 2016
Recommended citation: R. Mosli, Rui Li, B. Yuan and Y. Pan. Automated Malware Detection Using Artifacts in Forensic Memory Images.In: Proceedings of 2016 IEEE International Symposium on Technologies for Homeland Security (HST 2016), 1-6, May 2016 https://ieeexplore.ieee.org/document/7568881
Published in The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2016), 2016
Recommended citation: X. Guo, Q. Yu, Rui Li, C.O. Alm and A.R. Haake. An Expert-in-the-loop Paradigm for Learning Medical Image Grouping. In: Proceedings of The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2016), 477--488, April 2016. https://link.springer.com/chapter/10.1007/978-3-319-31753-3_38
Published in The 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 2015
Recommended citation: Rui Li, J. Curhan and M.E. Hoque. Predicting Computer-Mediated Negotiation Outcomes based on Modeling Facial Expression Synchronization. In: Proceedings of The 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 1--6, May 2015. https://ieeexplore.ieee.org/abstract/document/7163102
Published in The 2014 GazeIn Workshop with the Conference on Multimedia Interaction (ICMI 2014), 2014
Recommended citation: X. Guo, Q. Yu, Rui Li, C.O. Alm and A.R. Haake. Fusing Multimodal Human Expert Data towards Semantic Image Use. In: Proceedings of The Workshop of 2014 Conference on Multimedia Interaction (ICMI 2014), 21--26, November 2014. https://dl.acm.org/doi/abs/10.1145/2666642.2666649
Published in The 2014 Symposium on Eye Tracking Research and Applications (ETRA 2014), 2014
Recommended citation: X. Guo, Rui Li, J. Pelz, P-C. Shi, C.O. Alm and A.R. Haake. Infusing Perceptual Expertise and Domain Knowledge into a Human-Centered Image Retrieval System: A Prototype Application. In: Proceedings of The 2014 Symposium on Eye Tracking Research and Applications (ETRA 2014), 275--278, March 2014. https://dl.acm.org/doi/abs/10.1145/2578153.2578196
Published in The 26th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), 2013
Recommended citation: Rui Li, P-C. Shi and A.R. Haake. Image Understanding from Experts Eyes by Modeling Perceptual Skills of Diagnostic Reasoning Processes. In: Proceedings of 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), 2187--2194, June 2013. https://www.cv-foundation.org/openaccess/content_cvpr_2013/html/Li_Image_Understanding_from_2013_CVPR_paper.html
Published in The 34th annual meeting of the Cognitive Science Society (CogSci 2012), 2012
Recommended citation: Rui Li, J. Pelz, P-C. Shi and A.R. Haake. Learning Image-Derived Eye Movement Patterns to Characterize Perceptual Expertise. In: Proceedings of The 34th annual meeting of the Cognitive Science Society (CogSci 2012), 190-195, August 2012. https://escholarship.org/content/qt5k67z0n2/qt5k67z0n2.pdf
Published in The Workshop VI on Language Annotation of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), 2012
Recommended citation: W. McCoy, C.O. Alm, C. Calvelli, Rui Li, J.B. Pelz, P-C. Shi, and A.R. Haake. Annotation Schemes to Encode Domain Knowledge in Medical Narratives. In: Proceedings of The Workshop VI on Language Annotation of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), 95--103, July 2012. https://dl.acm.org/citation.cfm?id=2392761
Published in The 2012 Symposium on Eye Tracking Research and Applications (ETRA 2012), 2012
Recommended citation: Rui Li, J. Pelz, P-C. Shi, C.O. Alm and A.R. Haake. Learning Eye Movement Patterns for Characterization of Perceptual Expertise. In: Proceedings of The 2012 Symposium on Eye Tracking Research and Applications (ETRA 2012), 393--396, March 2012 https://dl.acm.org/doi/abs/10.1145/2168556.2168645
Published in Novel Gaze-Controlled Applications (NGCA 2011), 2011
Recommended citation: C. Engelman, Rui Li, J. Pelz, P-C. Shi and A.R. Haake. Exploring Interaction Modes for Image Retrieval. In: Proceedings of Novel Gaze-Controlled Applications (NGCA 2011), 10--15, May 2011. https://dl.acm.org/doi/abs/10.1145/1983302.1983312
Published in West New York Image Processing Workshop (WNYIPW 2010), 2010
Recommended citation: Rui Li, P. Vaidyanathan, S.K. Mulpuru, C.F. Calvelli, J.B. Pelz, P-C. Shi, and A.R. Haake. Human-Centric Approaches to Image Understanding and Retrieval. In: Proceedings of 2010 West New York Image Processing Workshop (WNYIPW 2010), 62--65, November 2010. https://ieeexplore.ieee.org/abstract/document/5649743
Published in Annual Symposium of The American Medical Informatics Association (AMIA 2010), 2010
Recommended citation: Rui Li, S.K. Mulpuru, C.F. Calvelli, J.B. Pelz, P-C. Shi, and A.R. Haake. A Human-Centered Content-Based Image Retrieval System. In: 2010 Annual Symposium of The American Medical Informatics Association (AMIA 2010), poster, November 2010.
Published in The 18th Intl. Conference on User Modeling, Adaptation, and Personalization (UMAP 2010), 2010
Recommended citation: Rui Li, E. Rozanski, and A.R. Haake. A User Model to Predict Web Page Viewing Behavior. In: Proceedings of The 18th Intl. Conference on User Modeling, Adaptation, and Personalization (UMAP 2010), 19--21, June 2010.
Published in The Workshop on Understanding the User of the 32nd Conference of ACM Special Interest Group on Information Retrieval (SIGIR 2009), 2009
Recommended citation: Rui Li, E. Rozanski, and A.R. Haake. Framework of a Real-Time Adaptive Hypermedia System. In: Proceedings of The Workshop on Understanding the User of the 32nd Conference of ACM Special Interest Group on Information Retrieval (SIGIR 2009), 1--5, July 2009. http://ceur-ws.org/Vol-512/paper06.pdf
Published in The 9th Intl. Conference on Control, Automation, Robotics and Vision (ICARCV 2006), 2006
Recommended citation: H. Zhang, and Rui Li. Emotional Nonverbal Communication Based on Fuzzy Dynamic Bayesian Network. In: Proceedings of The 9th Intl. Conference on Control, Automation, Robotics and Vision (ICARCV 2006), 1--5, December 2006. https://ieeexplore.ieee.org/abstract/document/4150126
Published in The 19th Canadian Conference on Electrical and Computer Engineering (CCECE 2006), 2006
Recommended citation: H. Zhang, Rui Li, and J-Z. Sun An Emotional Model for Nonverbal Communication Based on Fuzzy Dynamic Bayesian Network. In: Proceedings of The 19th Canadian Conference on Electrical and Computer Engineering (CCECE 2006), 1534--1537, May 2006. https://ieeexplore.ieee.org/abstract/document/4054552