Tian Gao

Proceedings of the BIC 2021: International Conference on Bioinformatics and Intelligent Computing, 2021

Match2: hybrid self-organizing map and deep learning strategies for treatment effect estimation.

[BibT_eX]

[DOI]

Xiao Shou

Kristin P. Bennett

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

Type-augmented Relation Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

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

Ordinal Historical Dependence in Graphical Event Models with Tree Representations.

[BibT_eX]

[DOI]

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

2020

A Multi-Target SNR-Progressive Learning Approach to Regression Based Speech Enhancement.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Bidirectional Attention for Text-Dependent Speaker Verification.

[BibT_eX]

[DOI]

Sensors, 2020

"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Fast Corner Detection Using Approximate Form of Second-Order Gaussian Directional Derivative.

[BibT_eX]

[DOI]

IEEE Access, 2020

A New Automatic Chinese Poetry Generation Model Based On Neural Network.

[BibT_eX]

[DOI]

Pengcheng Xiong

Jialie Shen

Proceedings of the 2020 IEEE World Congress on Services, 2020

Hawkesian Graphical Event Models.

[BibT_eX]

[DOI]

Xiufan Yu

Karthikeyan Shanmugam

Lingzhou Xue

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks.

[BibT_eX]

[DOI]

Dennis Wei

Yue Yu

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

State Variable Effects in Graphical Event Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Order-Dependent Event Models for Agent Interactions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Cause-Effect Association between Event Pairs in Event Datasets.

[BibT_eX]

[DOI]

Nicholas Mattei

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Progressive Multi-Target Network Based Speech Enhancement with Snr-Preselection for Robust Speaker Diarization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Characterization of Overlap in Observational Studies.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence.

[BibT_eX]

[DOI]

Karthikeyan Shanmugam

Nicholas Mattei

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Event-Driven Continuous Time Bayesian Networks.

[BibT_eX]

[DOI]

Karthikeyan Shanmugam

Nicholas Mattei

Kush R. Varshney

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Variational Bayesian Based Adaptive Shifted Rayleigh Filter for Bearings-Only Tracking in Clutters.

[BibT_eX]

[DOI]

Jing Hou

Yan Yang

Sensors, 2019

A Speaker-Dependent Approach to Separation of Far-Field Multi-Talker Microphone Array Speech for Front-End Processing in the CHiME-5 Challenge.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2019

Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

DAG-GNN: DAG Structure Learning with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Generalized Linear Rule Models.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

A Two-stage Single-channel Speaker-dependent Speech Separation Approach for Chime-5 Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Interactive Visualization of Time-Varying Hyperspectral Plant Images for High-Throughput Phenotyping.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Adaptive Deep Learning based Time-Varying Volume Compression.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Plant Event Detection from Time-Varying Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

PEARL: Prototype Learning via Rule Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

A Speech Enhancement Neural Network Architecture with SNR-Progressive Multi-Target Learning for Robust Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Do Multi-hop Readers Dream of Reasoning Chains?

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs.

[BibT_eX]

[DOI]

Jie Chen

Vijil Chenthamarakshan

Michael Witbrock

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Proximal Graphical Event Models.

[BibT_eX]

[DOI]

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

Parallel Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Dennis Wei

Proceedings of the 35th International Conference on Machine Learning, 2018

A Novel LSTM-Based Speech Preprocessor for Speaker Diarization in Realistic Mismatch Conditions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Densely Connected Progressive Learning for LSTM-Based Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Identifying the Discourse Function of News Article Paragraphs.

[BibT_eX]

[DOI]

Proceedings of the Workshop Events and Stories in the News, 2018

2017

Efficient Markov Blanket Discovery and Its Application.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A unified DNN approach to speaker-dependent simultaneous speech enhancement and speech separation in low SNR environments.

[BibT_eX]

[DOI]

Speech Commun., 2017

Efficient score-based Markov Blanket discovery.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2017

e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations.

[BibT_eX]

[DOI]

Clemens Rosenbaum

Tim Klinger

CoRR, 2017

An investigation of high-resolution modeling units of deep neural networks for acoustic scene classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Local-to-Global Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Kshitij P. Fadnis

Murray Campbell

Proceedings of the 34th International Conference on Machine Learning, 2017

A fast nonlinear placement algorithm to improve agricultural mechanization.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Routability-driven legalization algorithm with minimum total movement for supporting agricultural machinery design.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Comparison of Tree Species Classifications at the Individual Tree Level by Combining ALS Data and RGB Images Using Different Algorithms.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Joint training of DNNs by incorporating an explicit dereverberation structure for distant speech recognition.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2016

Timber production assessment of a plantation forest: An integrated framework with field-based inventory, multi-source remote sensing data and forest management history.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2016

SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Constrained Local Latent Variable Discovery.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

An information theoretic feature selection framework based on integer programming.

[BibT_eX]

[DOI]

Siqi Nie

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Hybrid Markov Blanket discovery.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Time Localization System in Smart Home Using Hierarchical Structure and Dynamic Frequency.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

Mapping Spatial Distribution of Larch Plantations from Multi-Seasonal Landsat-8 OLI Imagery and Multi-Scale Textures Using Random Forests.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Local Causal Discovery of Direct Causes and Effects.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Structured Feature Selection.

[BibT_eX]

[DOI]

Ziheng Wang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Joint training of front-end and back-end deep neural networks for robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improving Deep Neural Network Based Speech Enhancement in Low SNR Environments.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

A unified speaker-dependent speech separation and enhancement system based on deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014

Spatiotemporal Variations in Grassland Desertification Based on Landsat Images and Spectral Mixture Analysis in Yanchi County of Ningxia, China.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Remote Sensing-Based Biomass Estimation and Its Spatio-Temporal Variations in Temperate Grassland, Northern China.

[BibT_eX]

[DOI]

Remote. Sens., 2014

Robust speech recognition with speech enhanced deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Learning with Hidden Information Using a Max-Margin Latent Variable Model.

[BibT_eX]

[DOI]

Ziheng Wang

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fair downlink traffic scheduling for energy sustainable vehicular roadside infrastructure.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Connected Vehicles and Expo, 2014

2012

Image super-resolution reconstruction based on self-similarity and neural networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Science, 2012

A smartphone application of alcohol resilience treatment for behavioral self-control training.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010

Digital tourism integrated service system realization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

Study on pranoramic virtual reality system based on Webgis.

[BibT_eX]

[DOI]

Su Wang

Junping Du