Pengyu Hong

Hongfu Liu

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2024

Multimodal Fusion with Relational Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Zhengyang Zhou

CoRR, 2024

Question Rephrasing for Quantifying Uncertainty in Large Language Models: Applications in Molecular Chemistry Tasks.

[BibT_eX]

[DOI]

Zizhang Chen

Sandeep Madireddy

CoRR, 2024

Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics.

[BibT_eX]

[DOI]

CoRR, 2024

Solvent-Aware 2D NMR Prediction: Leveraging Multi-Tasking Training and Iterative Self-Training Strategies.

[BibT_eX]

[DOI]

Yunrui Li

CoRR, 2024

Graph Multi-Similarity Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Zhengyang Zhou

CoRR, 2024

2023

Motif-Based Graph Representation Learning with Application to Chemical Molecules.

[BibT_eX]

[DOI]

Informatics, March, 2023

GlycoNMR: Dataset and benchmarks for NMR chemical shift prediction of carbohydrates with graph neural networks.

[BibT_eX]

[DOI]

CoRR, 2023

Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR.

[BibT_eX]

[DOI]

Zhengyang Zhou

CoRR, 2023

Asymmetric Contrastive Multimodal Learning for Advancing Chemical Understanding.

[BibT_eX]

[DOI]

CoRR, 2023

Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation.

[BibT_eX]

[DOI]

CoRR, 2023

Characterizing the Influence of Graph Elements.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Knowledgebra: An Algebraic Learning Framework for Knowledge Graph.

[BibT_eX]

[DOI]

Mach. Learn. Knowl. Extr., 2022

2021

Network-based virus-host interaction prediction with application to SARS-CoV-2.

[BibT_eX]

[DOI]

Patterns, 2021

Predicting the Stereoselectivity of Chemical Transformations by Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

IMMIGRATE: A Margin-Based Feature Selection Method with Interaction Terms.

[BibT_eX]

[DOI]

Ruzhang Zhao

Jun S. Liu

Entropy, 2020

Variance Regularization for Accelerating Stochastic Optimization.

[BibT_eX]

[DOI]

Tong Yang

CoRR, 2020

A Deep Learning Approach for COVID-19 Trend Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

A Group-Theoretic Framework for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Tong Yang

CoRR, 2020

Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

NagE: Non-Abelian Group Embedding for Knowledge Graphs.

[BibT_eX]

[DOI]

Tong Yang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Robust Query Execution Time Prediction for Concurrent Workloads on Massive Parallel Processing Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

2018

Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks.

[BibT_eX]

[DOI]

Zhihao Zheng

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

2017

Neural Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the Brain Function Assessment in Learning - First International Conference, 2017

2016

Recognition of the Temperature Condition of a Rotary Kiln Using Dynamic Features of a Series of Blurry Flame Images.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2016

Robust differential expression analysis by learning discriminant boundary in multi-dimensional space of statistical attributes.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

2015

Maximizing margin quality and quantity.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2013

Temporal relation discovery between events and temporal expressions identified in clinical narrative.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2013

A novel approach to minimize false discovery rate in genome-wide data analysis.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2013

Psychiatric insights into liver cirrhosis and their correlations with traditional Chinese medicine diagnostics.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

An advanced method for identifying protein-protein interaction by analyzing TAP/MS data.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

Significance analysis by minimizing false discovery rate.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

Towards an Annotation Schema for Cancer Trajectory State Detection.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

2010

Automatic Robust Neurite Detection and Morphological Analysis of Neuronal Cell Cultures in High-content Screening.

[BibT_eX]

[DOI]

Neuroinformatics, 2010

Novel Morphological Phenotypes Discovery in High-Content Screens Using Underused Features.

[BibT_eX]

Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010

2009

Automatic inference of multicellular regulatory networks using informative priors.

[BibT_eX]

[DOI]

Xiaoyun Sun

Int. J. Comput. Biol. Drug Des., 2009

2008

Improving Automatic Inference of the Biological Network Governing C. elegans Vulval Induction by Incorporating Interaction Data.

[BibT_eX]

Xiaoyun Sun

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007

Computational modeling of <i>Caenorhabditis elegans</i> vulval induction.

[BibT_eX]

[DOI]

Xiaoyun Sun

Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Intelligent Interfaces for Mining Large-Scale RNAi-HCS Image Databases.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2005

Ubic2 - Towards Ubiquitous Bio-Information Computing: Data Protocols, Middleware, and Web Services for Heterogeneous Biological Information Integration and Retrieval.

[BibT_eX]

[DOI]

Sheng Zhong

Wing Hung Wong

Int. J. Softw. Eng. Knowl. Eng., 2005

GeneNotes - A novel information management software for biologists.

[BibT_eX]

[DOI]

Wing Hung Wong

BMC Bioinform., 2005

A boosting approach for motif modeling using ChIP-chip data.

[BibT_eX]

[DOI]

Bioinform., 2005

Learning 3D Face Animation Model.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004

Spatial pattern discovery by learning a probabilistic parametric model from multiple attributed relational graphs.

[BibT_eX]

[DOI]

Discret. Appl. Math., 2004

Performance Evaluation and Error Analysis for Multimodal Reference Resolution in a Conversation System.

[BibT_eX]

[DOI]

Joyce Y. Chai

Zahar Prasov

Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004

A probabilistic approach to reference resolution in multimodal user interfaces.

[BibT_eX]

[DOI]

Joyce Y. Chai

Michelle X. Zhou

Proceedings of the 9th International Conference on Intelligent User Interfaces, 2004

Towards Ubiquitous Bio-Information Computing: Data Protocols, Middleware, and Web Services for Heterogeneous Biological Information Integration and Retrieval.

[BibT_eX]

[DOI]

Sheng Zhong

Wing Hung Wong

Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004

Optimization in Multimodal Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2002

Real-time speech-driven face animation with expressions using neural networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2002

Multimodal Temporal Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Exemplar-based face and facial motion tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Automatic temporal pattern extraction and association.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Real-Time Speech-Driven 3D Face Animation.

[BibT_eX]

[DOI]

Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001

An Integrated Framework for Face Modeling, Facial Motion Analysis and Synthesis

[BibT_eX]

[DOI]

PhD thesis, 2001

iFACE: A 3D Synthetic Talking Face.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2001

Spatial pattern discovering by learning the isomorphic subgraph from multiple attributed relation graphs.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

An integrated framework for face modeling, facial motion analysis and synthesis.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Real Time Speech Driven Facial Animation Using Formant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000

Memory-Based Moving Object Extraction for Video Indexing.

[BibT_eX]

[DOI]

Roy Wang

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Constructing Finite State Machines for Fast Gesture Recognition.

[BibT_eX]

[DOI]

Matthew A. Turk

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning to Extract Temporal Signal Patterns from Temporal Signal Sequence.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Update Relevant Image Weights for Content-Based Image Retrieval using Support Vector Machines.

[BibT_eX]

[DOI]

Qi Tian

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Incorporate Support Vector Machines to Content-Based Image Retrieval with Relevant Feedback.

[BibT_eX]

[DOI]

Qi Tian

Proceedings of the 2000 International Conference on Image Processing, 2000

Gesture Modeling and Recognition Using Finite State Machines.

[BibT_eX]

[DOI]

Matthew A. Turk

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Learning Patterns from Images by Combining Soft Decisions and Hard Decisions.

[BibT_eX]

[DOI]

Roy Wang

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

A new scheme for extracting multi-temporal sequence patterns.

[BibT_eX]

[DOI]

Sylvian R. Ray

Proceedings of the International Joint Conference Neural Networks, 1999

Natural Mouse; A Novel Human Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

1998

Mouth motion learning and generating from observation.

[BibT_eX]

[DOI]