Rui Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Gaussian Process

Structured Learning

Multimodal Fusion

Eye Movement Patterns

Top Venues

Comput. Biol. Medicine

Publications

Chuan Huang, Jia Wei, Rui Li
Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation. CoRR (2024)
Huajun Sun, Jia Wei, Wenguang Yuan, Rui Li
Semi-supervised multi-modal medical image segmentation with unified translation. Comput. Biol. Medicine 176 (2024)
Paribesh Regmi, Rui Li
AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders. NeurIPS (2023)
Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou
SFusion: Self-attention Based N-to-One Multimodal Fusion Block. MICCAI (2) (2023)
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
Knowledge Acquisition for Human-In-The-Loop Image Captioning. AISTATS (2023)
Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou
Learning multi-modal brain tumor segmentation from privileged semi-paired MRI images with curriculum disentanglement learning. Comput. Biol. Medicine 159 (2023)
Zekang Chen, Jia Wei, Rui Li
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation. CoRR (2022)
Kishan K. C, Rui Li, Paribesh Regmi, Anne R. Haake
Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks. CoRR (2022)
Zecheng Liu, Jia Wei, Rui Li
TFusion: Transformer based N-to-One Multimodal Fusion Block. CoRR (2022)
Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li
Slice imputation: Multiple intermediate slices interpolation for anisotropic 3D medical image segmentation. Comput. Biol. Medicine 147 (2022)
Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation. CoRR (2022)
Zecheng Liu, Jia Wei, Rui Li
Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning. CoRR (2022)
Kishan KC, Rui Li, Feng Cui, Anne R. Haake
Predicting Biomedical Interactions With Higher-Order Graph Convolutional Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
Dual-Level Adaptive Information Filtering for Interactive Image Segmentation. AISTATS (2022)
Zekang Chen, Jia Wei, Rui Li
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation. IJCAI (2022)
Christopher Bondy, Linlin Chen, Pamela Grover, Vicki Hanson, Rui Li, Pengcheng Shi
Evaluating Technology-Mediated Collaborative Workflows for Telehealth. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation. AAAI (2021)
Kishan KC, Sridevi K. Subramanya, Rui Li, Feng Cui
Machine learning predicts nucleosome binding modes of transcription factors. BMC Bioinform. 22 (1) (2021)
Kishan K. C, Rui Li, MohammadMahdi Gilany
Joint Inference for Neural Network Depth and Dropout Regularization. NeurIPS (2021)
Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake
Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains. NeurIPS (2020)
Kishan KC, Feng Cui, Anne R. Haake, Rui Li
Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction. ICPR (2020)
Kishan KC, Rui Li, Feng Cui, Anne R. Haake
Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks. CoRR (2020)
Peng-Nien Yin, Kishan KC, Shishi Wei, Qi Yu, Rui Li, Anne R. Haake, Hiroshi Miyamoto, Feng Cui
Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Kishan KC, Feng Cui, Anne R. Haake, Rui Li
Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction. CoRR (2020)
Rui Li
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes. NeurIPS (2019)
Kishan KC, Rui Li, Feng Cui, Qi Yu, Anne R. Haake
GNE: a deep learning framework for gene network inference by aggregating biological information. BMC Syst. Biol. (2) (2019)
Rui Li, Jared Curhan, Mohammed (Ehsan) Hoque
Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events. AAAI (2018)
Rui Li, Kishan KC, Feng Cui, Justin Domke, Anne R. Haake
Sparse Covariance Modeling in High Dimensions with Gaussian Processes. NeurIPS (2018)
Rayan Mosli, Rui Li, Bo Yuan, Yin Pan
A Behavior-Based Approach for Malware Detection. IFIP Int. Conf. Digital Forensics (2017)
Xuan Guo, Rui Li, Qi Yu, Anne R. Haake
Modeling Physicians' Utterances to Explore Diagnostic Decision-making. IJCAI (2017)
Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake
Intelligent medical image grouping through interactive learning. Int. J. Data Sci. Anal. 2 (3-4) (2016)
Rui Li, Pengcheng Shi, Jeff B. Pelz, Cecilia Ovesdotter Alm, Anne R. Haake
Modeling eye movement patterns to characterize perceptual skill in image-based diagnostic reasoning processes. Comput. Vis. Image Underst. 151 (2016)
Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake
An Expert-in-the-loop Paradigm for Learning Medical Image Grouping. PAKDD (1) (2016)
Rui Li, Jared Curhan, Mohammed (Ehsan) Hoque
Predicting video-conferencing conversation outcomes based on modeling facial expression synchronization. FG (2015)
Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Anne R. Haake
Fusing Multimodal Human Expert Data to Uncover Hidden Semantics. GazeIn@ICMI (2014)
Xuan Guo, Rui Li, Cecilia Ovesdotter Alm, Qi Yu, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake
Infusing perceptual expertise and domain knowledge into a human-centered image retrieval system: a prototype application. ETRA (2014)
Rui Li, Pengcheng Shi, Anne R. Haake
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes. CVPR (2013)
Wilson McCoy, Cecilia Ovesdotter Alm, Cara Calvelli, Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake
Annotation Schemes to Encode Domain Knowledge in Medical Narratives. LAW@ACL (2012)
Rui Li, Jeff B. Pelz, Pengcheng Shi, Cecilia Ovesdotter Alm, Anne R. Haake
Learning eye movement patterns for characterization of perceptual expertise. ETRA (2012)
Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake
Learning Image-Derived Eye Movement Patterns to Characterize Perceptual Expertise. CogSci (2012)
Corey Engelman, Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake
Exploring interaction modes for image retrieval. NGCA (2011)
Preethi Vaidyanathan, Jeff B. Pelz, Rui Li, Sai Mulpuru, Dong Wang, Pengcheng Shi, Cara Calvelli, Anne R. Haake
Using human experts' gaze data to evaluate image processing algorithms. IVMSP (2011)
Rui Li, Evelyn P. Rozanski, Anne R. Haake
Framework of a Real-Time Adaptive Hypermedia System. UIIR@SIGIR (2009)