Xiaolei Huang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 105

Top Venues

Publications

Weisi Liu, Zhe He, Xiaolei Huang
Time Matters: Examine Temporal Effects on Biomedical Language Models. CoRR (2024)
Guo-Ye Yang, George Kiyohiro Nakayama, Zi-Kai Xiao, Tai-Jiang Mu, Xiaolei Huang, Shi-Min Hu
Semantic-Aware Transformation-Invariant RoI Align. AAAI (2024)
Guangzeng Han, Jack Tsao, Xiaolei Huang
Length-Aware Multi-Kernel Transformer for Long Document Classification. CoRR (2024)
Jin-ah Sim, Xiaolei Huang, Madeline R. Horan, Christopher M. Stewart, Leslie L. Robison, Melissa M. Hudson, Justin N. Baker, I-Chan Huang
Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review. Artif. Intell. Medicine 146 (2023)
Ke Liang, Jim Tan, Dongrui Zeng, Yongzhe Huang, Xiaolei Huang, Gang Tan
ABSLearn: a GNN-based framework for aliasing and buffer-size information retrieval. Pattern Anal. Appl. 26 (3) (2023)
Guo-Ye Yang, George Kiyohiro Nakayama, Zi-Kai Xiao, Tai-Jiang Mu, Xiaolei Huang, Shimin Hu
Semantic-Aware Transformation-Invariant RoI Align. CoRR (2023)
Haomiao Ni, Yuan Xue, Liya Ma, Qian Zhang, Xiaoye Li, Xiaolei Huang
Semi-supervised Body Parsing and Pose Estimation for Enhancing Infant General Movement Assessment. CoRR (2022)
Xiaolei Huang, Franck Dernoncourt, Mark Dredze
Enriching Unsupervised User Embedding via Medical Concepts. CHIL (2022)
Brian Bogue-Jimenez, Xiaolei Huang, Douglas Powell, Ana Doblas
Selection of Noninvasive Features in Wrist-Based Wearable Sensors to Predict Blood Glucose Concentrations Using Machine Learning Algorithms. Sensors 22 (9) (2022)
Yuan Xue, Yuanchen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang
Deep image synthesis from intuitive user input: A review and perspectives. Comput. Vis. Media 8 (1) (2022)
Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang
End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement. ECCV (15) (2022)
Yuexin Wu, Xiaolei Huang
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification. *SEM@NAACL-HLT (2022)
Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning. Medical Image Anal. 80 (2022)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. MICCAI (5) (2022)
Yuexin Wu, Xiaolei Huang
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification. CoRR (2022)
Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CoRR (2022)
Xiaolei Huang
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification. NAACL-HLT (2022)
Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement. CoRR (2022)
Fengting Yang, Xiaolei Huang, Zihan Zhou
Deep Depth from Focus with Differential Focus Volume. CVPR (2022)
Yuexin Wu, Xiaolei Huang
A Gumbel-based Rating Prediction Framework for Imbalanced Recommendation. CIKM (2022)
Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. WWW (Companion Volume) (2022)
Chenghao Rong, Jessie Hui Wang, Juncai Liu, Jilong Wang, Fenghua Li, Xiaolei Huang
Scheduling Massive Camera Streams to Optimize Large-Scale Live Video Analytics. IEEE/ACM Trans. Netw. 30 (2) (2022)
Xiaolei Huang, Alexandra Wormley, Adam Cohen
Learning to Adapt Domain Shifts of Moral Values via Instance Weighting. HT (2022)
Xiaolei Huang, Franck Dernoncourt, Mark Dredze
Enriching Unsupervised User Embedding via Medical Concepts. CoRR (2022)
Xiaolei Huang, Alexandra Wormley, Adam Cohen
Learning to Adapt Domain Shifts of Moral Values via Instance Weighting. CoRR (2022)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong
Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. CoRR (2022)
Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans. CoRR (2022)
Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. CVPR (2022)
Josef Spjut, Fengyuan Zhu, Xiaolei Huang, Yichen Shou, Ben Boudaoud, Omer Shapira, Morgan McGuire
Experimental Augmented Reality User Experience. CoRR (2022)
Xiaolei Huang
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification. CoRR (2022)
Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. MICCAI (8) (2022)
Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. CoRR (2021)
Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning. CoRR (2021)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images. MICCAI (1) (2021)
Xiaolei Huang, Kaifang Shi, Yuanzheng Cui, Yuanqing Li
A Saturated Light Correction Method for DMSP-OLS Nighttime Stable Light Data by Remote and Social Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Vincent Pisztora, Yanglan Ou, Xiaolei Huang, Francesca Chiaromonte, Jia Li
Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff. CoRR (2021)
Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification. CoRR (2021)
Amogh Subbakrishna Adishesha, Daniel J. Vanselow, Patrick J. La Riviere, Xiaolei Huang, Keith C. Cheng
Zebrafish Histotomography Noise Removal In Projection And Reconstruction Domains. ISBI (2021)
Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. 67 (2021)
Hanchao Liu, Tai-Jiang Mu, Xiaolei Huang
Detecting human - object interaction with multi-level pairwise feature network. Comput. Vis. Media 7 (2) (2021)
Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images. CoRR (2021)
Xiaolei Huang, Michael J. Paul, Robin Burke, Franck Dernoncourt, Mark Dredze
User Factor Adaptation for User Embedding via Multitask Learning. CoRR (2021)
Xingyu Zhang, David Zheng, Zhoufeng Ying, Yong Li, Ming Ding, Dobby Lam, Shijun Tu, Rui Wu, Xia Zhang, Yonghuan Sun, Xiong Wang, Xiaolei Huang, Tongqing Wang
Integrated Silicon Photonics Transmitter in 400GBASE-DR4 QSFP-DD Transceiver. OFC (2021)
Shaojie Yang, Xueguang Yuan, Yang'an Zhang, Xiaohong Huang, Yuantao Li, Xiaolei Huang
Intelligent Pain Management System Based On IoT Technology. BMSB (2021)
Fengting Yang, Xiaolei Huang, Zihan Zhou
Deep Depth from Focus with Differential Focus Volume. CoRR (2021)
Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. MICCAI (8) (2021)
Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. IEEE Trans. Emerg. Top. Comput. Intell. 5 (2) (2021)
Yuan Xue, Yuanchen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives. CoRR (2021)
Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. CoRR (2020)
Mingli Yu, Tongan Cai, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong
Toward Rapid Stroke Diagnosis with Multimodal Deep Learning. MICCAI (3) (2020)
Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) (2020)
Yuan Xue, Zihan Zhou, Xiaolei Huang
Neural Wireframe Renderer: Learning Wireframe to Image Translations. ECCV (26) (2020)
Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. CoRR (2020)
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. AAAI (2020)
Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang
Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network. ISBI (2020)
Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. LREC (2020)
Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. MICCAI (4) (2020)
Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang
Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network. CoRR (2020)
Dun Liang, Yuanchen Guo, Shaokui Zhang, Tai-Jiang Mu, Xiaolei Huang
Lane Detection: A Survey with New Results. J. Comput. Sci. Technol. 35 (3) (2020)
Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
Synthetic Sample Selection via Reinforcement Learning. CoRR (2020)
David A. Broniatowski, Daniel Kerchner, Fouzia Farooq, Xiaolei Huang, Amelia M. Jamison, Mark Dredze, Sandra Crouse Quinn
The COVID-19 Social Media Infodemic Reflects Uncertainty and State-Sponsored Propaganda. CoRR (2020)
Xiaolei Huang, Michael J. Paul
Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics. *SEM@NAACL-HLT (2019)
Qian Zhang, Yuan Xue, Xiaolei Huang
Online Training for Body Part Segmentation in Infant Movement Videos. ISBI (2019)
Xiaolei Huang, Jonathan May, Nanyun Peng
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. EMNLP/IJCNLP (1) (2019)
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. CoRR (2019)
Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification. CoRR (2019)
Xiaolei Huang, Hui Dong, Quan Tao, Mengmeng Yu, Yongqiang Li, Liangliang Rong, Hans-Joachim Krause, Andreas Offenhäusser, Xiaoming Xie
Sensor Configuration and Algorithms for Power-Line Interference Suppression in Low Field Nuclear Magnetic Resonance. Sensors 19 (16) (2019)
Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang
Selective Synthetic Augmentation with Quality Assurance. CoRR (2019)
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41 (8) (2019)
Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Xiaolei Huang, Michael J. Paul
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models. ACL (1) (2019)
Yuan Xue, Zihan Zhou, Xiaolei Huang
Learning Structure-Appearance Joint Embedding for Indoor Scene Image Synthesis. CoRR (2019)
Xiaolei Huang, Jonathan May, Nanyun Peng
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. CoRR (2019)
Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) (2019)
Yuan Xue, Xiaolei Huang
Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation. IPMI (2019)
Hyoyoung Lim, Xiaolei Huang, Samuel Miller, Joshua Edelmann, Timothy Euken, Stephen Voida
Smart cook: making cooking easier with multimodal learning. UbiComp/ISWC Adjunct (2019)
Xiaolei Huang, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari
Modeling Temporality of Human Intentions by Domain Adaptation. EMNLP (2018)
Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang
SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation. Neuroinformatics 16 (3-4) (2018)
Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue. CoRR (2018)
Yuan Xue, Tao Xu, Xiaolei Huang
Adversarial learning with multi-scale loss for skin lesion segmentation. ISBI (2018)
Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) (2018)
Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks. CVPR (2018)
Xiaolei Huang, Michael J. Paul
Examining Temporality in Document Classification. ACL (2) (2018)
Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang
An efficient algorithm for dynamic MRI using low-rank and total variation regularizations. Medical Image Anal. 44 (2018)
Xiaolei Huang, Michael C. Smith, Michael J. Paul, Dmytro Ryzhkov, Sandra Crouse Quinn, David A. Broniatowski, Mark Dredze
Examining Patterns of Influenza Vaccination in Social Media. AAAI Workshops (2017)
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR (2017)
Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang
Loss for Medical Image Segmentation. CoRR (2017)
Xiaolei Huang, Linzi Xing, Jed R. Brubaker, Michael J. Paul
Exploring Timelines of Confirmed Suicide Incidents Through Social Media. ICHI (2017)
Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang
Multi-feature based benchmark for cervical dysplasia classification evaluation. Pattern Recognit. 63 (2017)
Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks. CoRR (2017)
Sunhua Wan, Hsiang-Chieh Lee, Xiaolei Huang, Ting Xu, Tao Xu, Xianxu Zeng, Zhan Zhang, Yuri Sheikine, James L. Connolly, James G. Fujimoto, Chao Zhou
Integrated local binary pattern texture features for classification of breast tissue imaged by optical coherence microscopy. Medical Image Anal. 38 (2017)
Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas
Multimodal Deep Learning for Cervical Dysplasia Diagnosis. MICCAI (2) (2016)
Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris N. Metaxas
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR (2016)
Zhe Zhu, Dun Liang, Song-Hai Zhang, Xiaolei Huang, Baoli Li, Shi-Min Hu
Traffic-Sign Detection and Classification in the Wild. CVPR (2016)
Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. CVPR (2016)
Yuan Xue, Pan Zhou, Tao Jiang, Shiwen Mao, Xiaolei Huang
Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring. SECON (2016)
Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Philip H. S. Torr, Shi-Min Hu
Global Contrast Based Salient Region Detection. IEEE Trans. Pattern Anal. Mach. Intell. 37 (3) (2015)
Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging 34 (1) (2015)
Sheng Huang, Mingchen Gao, Dan Yang, Xiaolei Huang, Ahmed M. Elgammal, Xiaohong Zhang
Unbalanced graph-based transduction on superpixels for automatic cervigram image segmentation. ISBI (2015)
Xiaolei Huang, Xin Li, Tianli Liu, David Chiu, Tingshao Zhu, Lei Zhang
Topic Model for Identifying Suicidal Ideation in Chinese Microblog. PACLIC (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaolei Huang