Xia Hu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Exploring the Relation between Contextual Social Determinants of Health and COVID-19 Occurrence and Hospitalization.
Informatics, 2024

Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data.
CoRR, 2024

Spurious Correlations in Machine Learning: A Survey.
CoRR, 2024

2023
AutoKeras: An AutoML Library for Deep Learning.
J. Mach. Learn. Res., 2023

A new characterization of the product of (<i>L</i>, <i>M</i>)-fuzzy convex structures1.
J. Intell. Fuzzy Syst., 2023

Predicting the Risk of Alzheimer's Disease and Related Dementia in Patients with Mild Cognitive Impairment Using a Semi-Competing Risk Approach.
Informatics, 2023

Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts.
CoRR, 2023

Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution.
CoRR, 2023

Towards Data-centric Graph Machine Learning: Review and Outlook.
CoRR, 2023

Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke.
CoRR, 2023

Collaborative Graph Neural Networks for Attributed Network Embedding.
CoRR, 2023

Multi-factor Sequential Re-ranking with Perception-Aware Diversification.
CoRR, 2023

LLM for Patient-Trial Matching: Privacy-Aware Data Augmentation Towards Better Performance and Generalizability.
CoRR, 2023

SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization.
CoRR, 2023

The Science of Detecting LLM-Generated Texts.
CoRR, 2023

Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Deconfounding to Explanation Evaluation in Graph Neural Networks.
CoRR, 2022

Analysis Of Acknowledgments of Libraries in the Journal Literature Using Machine Learning.
Proceedings of the Crisis, Transition, Resilience: Re-imagining an information resilient society, 2022

RES: An Interpretable Replicability Estimation System for Research Publications.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Climatic Constraints to Monthly Vegetation Dynamics in Desert Areas Over the Silk Road Economic Belt.
Remote. Sens., 2021

Model complexity of deep learning: a survey.
Knowl. Inf. Syst., 2021

Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning.
CoRR, 2021

Model-Based Counterfactual Synthesizer for Interpretation.
CoRR, 2021

Concave (L, M)-fuzzy interior operators and (L, M)-fuzzy hull operators.
Comput. Appl. Math., 2021

The Influence of Electrode on Elastic Constant $C_{33}{}^{D}$ Extraction of Scandium-doped Aluminum Nitride Thin Film by Thickness-extensional Mode FBAR.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

2020
Threshold Vegetation Greenness under Water Balance in Different Desert Areas over the Silk Road Economic Belt.
Remote. Sens., 2020

Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction.
CoRR, 2020

XGNN: Towards Model-Level Explanations of Graph Neural Networks.
CoRR, 2020

iCapsNets: Towards Interpretable Capsule Networks for Text Classification.
CoRR, 2020

Measuring Model Complexity of Neural Networks with Curve Activation Functions.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
XDeep: An Interpretation Tool for Deep Neural Networks.
CoRR, 2019

Contextual Local Explanation for Black Box Classifiers.
CoRR, 2019

Techniques for Automated Machine Learning.
CoRR, 2019

Coupled Variational Recurrent Collaborative Filtering.
CoRR, 2019

Deep Bayesian Optimization on Attributed Graphs.
CoRR, 2019

Open Issues in Combating Fake News: Interpretability as an Opportunity.
CoRR, 2019

Multi-Label Adversarial Perturbations.
CoRR, 2019

Robust Negative Sampling for Network Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A FOA-Optimized RBF Algorithm-Based Evaluation Research on E-commerce Websites.
Wirel. Pers. Commun., 2018

Applying queueing theory to the study of emergency department operations: a survey and a discussion of comparable simulation studies.
Int. Trans. Oper. Res., 2018

Efficient Neural Architecture Search with Network Morphism.
CoRR, 2018

r-instance Learning for Missing People Tweets Identification.
CoRR, 2018

Understanding and Monitoring Human Trafficking via Social Sensors: A Sociological Approach.
CoRR, 2018

Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-Constrained Routing Optimization Algorithm Based on DAG.
Proceedings of the IECON 2018, 2018

Multi-Constrained Routing Based on Particle Swarm Optimization and Fireworks Algorithm.
Proceedings of the IECON 2018, 2018

DisTenC: A Distributed Algorithm for Scalable Tensor Completion on Spark.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Discriminative Graph Autoencoder.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Link Prediction With Personalized Social Influence.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Application of Mathematical and Computational Models to Mitigate the Overutilization of Healthcare Systems.
PhD thesis, 2017

Finding map regions with high density of query keywords.
Frontiers Inf. Technol. Electron. Eng., 2017

Gamification Teaching Reform for Higher Vocational Education in China: A case study on Layout and Management of Distribution Center.
Int. J. Emerg. Technol. Learn., 2017

Tensor Completion Algorithms in Big Data Analytics.
CoRR, 2017

Effective Blog Pages Extractor for Better UGC Accessing.
CoRR, 2017

Neural Collaborative Filtering.
CoRR, 2017

Deep Style Match for Complementary Recommendation.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
From Tweets to Wellness: Wellness Event Detection from Twitter Streams.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning Geographical Hierarchy Features for Social Image Location Prediction.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Burst Time Prediction in Cascades.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
An Improved Collaborative Method for Recommendation and Rating Prediction.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
From Interest to Function: Location Estimation in Social Media.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
A Semi-Supervised Bayesian Network Model for Microblog Topic Classification.
Proceedings of the COLING 2012, 2012

2011
User Preference Representation Based on Psychometric Models.
Proceedings of the Twenty-Second Australasian Database Conference, 2011

2010
A method for extracting the internal structure of biomedical images based on SRG and texture gradient.
Math. Comput. Model., 2010

Sampling of Mass SMS Filtering Algorithm Based on Frequent Time-domain Area.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

A Novel Composite Kernel for Finding Similar Questions in CQA Services.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Segmentation of multi-sentence questions: towards effective question retrieval in cQA services.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Similarity-Transformation Invariant Reversible Watermarking for 3D Models.
Proceedings of the Computer and Information Sciences, 2010

Occlusion-Aided Weights for Local Stereo Matching.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Disparity Adjustment for Local Stereo Matching.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Query Segmentation Based on Eigenspace Similarity.
Proceedings of the ACL 2009, 2009


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