Xia Hu

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

Bibliography

2024
Learning to Route with Confidence Tokens.
CoRR, 2024

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology.
CoRR, 2024

DHP Benchmark: Are LLMs Good NLG Evaluators?
CoRR, 2024

CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics.
CoRR, 2024

FairLENS: Assessing Fairness in Law Enforcement Speech Recognition.
CoRR, 2024

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

A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024

Feature Pyramid Network and Gated Recurrent Unit-based Obstructive Events Detection from Nighttime Audio.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024

Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-Rank Experts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

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

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

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

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
Techniques for Automated Machine Learning.
CoRR, 2019

Coupled Variational Recurrent Collaborative Filtering.
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

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

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

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

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

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

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

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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