Rui Li

According to our database, Rui Li authored at least 44 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction.

Xueqiang Ouyang, Jia Wei, Wenjie Huo, Xiaocong Wang, Rui Li, Jianlong Zhou

CoRR, January, 2025

Bayesian Neighborhood Adaptation for Graph Neural Networks.

Paribesh Regmi, Rui Li, Kishan K. C.

Trans. Mach. Learn. Res., 2025

2024

On the Interdependence between Data Selection and Architecture Optimization in Deep Active Learning.

Pradeep Bajracharya, Rui Li, Linwei Wang

Trans. Mach. Learn. Res., 2024

Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation.

Chuan Huang, Jia Wei, Rui Li

CoRR, 2024

Semi-supervised multi-modal medical image segmentation with unified translation.

Huajun Sun, Jia Wei, Wenguang Yuan, Rui Li

Comput. Biol. Medicine, 2024

2023

Learning multi-modal brain tumor segmentation from privileged semi-paired MRI images with curriculum disentanglement learning.

Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou

Comput. Biol. Medicine, June, 2023

AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders.

Paribesh Regmi, Rui Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SFusion: Self-attention Based N-to-One Multimodal Fusion Block.

Zecheng Liu, Jia Wei, Rui Li, Jianlong Zhou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Knowledge Acquisition for Human-In-The-Loop Image Captioning.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Predicting Biomedical Interactions With Higher-Order Graph Convolutional Networks.

Kishan KC, Rui Li, Feng Cui, Anne R. Haake

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks.

Kishan K. C., Rui Li, Paribesh Regmi, Anne R. Haake

CoRR, 2022

Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning.

Zecheng Liu, Jia Wei, Rui Li

CoRR, 2022

TFusion: Transformer based N-to-One Multimodal Fusion Block.

Zecheng Liu, Jia Wei, Rui Li

CoRR, 2022

Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation.

Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li

CoRR, 2022

Slice imputation: Multiple intermediate slices interpolation for anisotropic 3D medical image segmentation.

Zhaotao Wu, Jia Wei, Jiabing Wang, Rui Li

Comput. Biol. Medicine, 2022

Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation.

Zekang Chen, Jia Wei, Rui Li

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Dual-Level Adaptive Information Filtering for Interactive Image Segmentation.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Evaluating Technology-Mediated Collaborative Workflows for Telehealth.

Christopher Bondy, Linlin Chen, Pamela Grover, Vicki L. Hanson, Rui Li, Pengcheng Shi

IEEE J. Biomed. Health Informatics, 2021

Machine learning predicts nucleosome binding modes of transcription factors.

Kishan KC, Sridevi K. Subramanya, Rui Li, Feng Cui

BMC Bioinform., 2021

Joint Inference for Neural Network Depth and Dropout Regularization.

Kishan K. C., Rui Li, Mahdi Gilany

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation.

Junxiao Chen, Jia Wei, Rui Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches.

Peng-Nien Yin, Kishan KC, Shishi Wei, Qi Yu, Rui Li, Anne R. Haake, Hiroshi Miyamoto, Feng Cui

BMC Medical Informatics Decis. Mak., 2020

Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains.

Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction.

Kishan KC, Feng Cui, Anne R. Haake, Rui Li

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

GNE: a deep learning framework for gene network inference by aggregating biological information.

Kishan KC, Rui Li, Feng Cui, Qi Yu, Anne R. Haake

BMC Syst. Biol., 2019

Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes.

Rui Li

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Sparse Covariance Modeling in High Dimensions with Gaussian Processes.

Rui Li, Kishan KC, Feng Cui, Justin Domke, Anne R. Haake

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events.

Rui Li, Jared Curhan, Mohammed (Ehsan) Hoque

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Modeling Physicians' Utterances to Explore Diagnostic Decision-making.

Xuan Guo, Rui Li, Qi Yu, Anne R. Haake

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Behavior-Based Approach for Malware Detection.

Rayan Mosli, Rui Li, Bo Yuan, Yin Pan

Proceedings of the Advances in Digital Forensics XIII - 13th IFIP WG 11.9 International Conference, Orlando, FL, USA, January 30, 2017

2016

Intelligent medical image grouping through interactive learning.

Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake

Int. J. Data Sci. Anal., 2016

Modeling eye movement patterns to characterize perceptual skill in image-based diagnostic reasoning processes.

Rui Li, Pengcheng Shi, Jeff B. Pelz, Cecilia Ovesdotter Alm, Anne R. Haake

Comput. Vis. Image Underst., 2016

An Expert-in-the-loop Paradigm for Learning Medical Image Grouping.

Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015

Predicting video-conferencing conversation outcomes based on modeling facial expression synchronization.

Rui Li, Jared Curhan, Mohammed (Ehsan) Hoque

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

Fusing Multimodal Human Expert Data to Uncover Hidden Semantics.

Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Anne R. Haake

Proceedings of the 7th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Eye-Gaze & Multimodality, 2014

Infusing perceptual expertise and domain knowledge into a human-centered image retrieval system: a prototype application.

Xuan Guo, Rui Li, Cecilia Ovesdotter Alm, Qi Yu, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake

Proceedings of the Eye Tracking Research and Applications, 2014

2013

Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes.

Rui Li, Pengcheng Shi, Anne R. Haake

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Learning eye movement patterns for characterization of perceptual expertise.

Rui Li, Jeff B. Pelz, Pengcheng Shi, Cecilia Ovesdotter Alm, Anne R. Haake

Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Learning Image-Derived Eye Movement Patterns to Characterize Perceptual Expertise.

Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Annotation Schemes to Encode Domain Knowledge in Medical Narratives.

Wilson McCoy, Cecilia Ovesdotter Alm, Cara Calvelli, Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake

Proceedings of the Sixth Linguistic Annotation Workshop, 2012

2011

Exploring interaction modes for image retrieval.

Corey Engelman, Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake

Proceedings of the NGCA 2011, First Conference on Novel Gaze-Controlled Applications, Karlskrona, Sweden, May 26, 2011

Using human experts' gaze data to evaluate image processing algorithms.

Preethi Vaidyanathan, Jeff B. Pelz, Rui Li, Sai Mulpuru, Dong Wang, Pengcheng Shi, Cara Calvelli, Anne R. Haake

Proceedings of the IEEE 10th Image, 2011

2009

Framework of a Real-Time Adaptive Hypermedia System.

Rui Li, Evelyn P. Rozanski, Anne R. Haake

Proceedings of the Workshop on Understanding the User, 2009