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Juhua Hu
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 32
Top Topics
Unsupervised Feature Selection
Kernel Matrix
Metric Learning
Visual Categorization
Top Venues
CoRR
ICCV
SDM
Knowl. Inf. Syst.
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Publications
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Jiawei Yao
,
Juhua Hu
Dual-disentangled Deep Multiple Clustering.
CoRR
(2024)
Jiawei Yao
,
Enbei Liu
,
Maham Rashid
,
Juhua Hu
AugDMC: Data Augmentation Guided Deep Multiple Clustering.
INNS DLIA@IJCNN
(2023)
Kevin Ewig
,
Xiangwen Lin
,
Tucker Stewart
,
Katherine Stern
,
Grant E. O'Keefe
,
Ankur Teredesai
,
Juhua Hu
Multi-Subset Approach to Early Sepsis Prediction.
CoRR
(2023)
Tucker Stewart
,
Katherine Stern
,
Grant E. O'Keefe
,
Ankur Teredesai
,
Juhua Hu
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients.
BigData
(2023)
Tucker Stewart
,
Bin Yu
,
Anderson C. A. Nascimento
,
Juhua Hu
Enhancing Peak Network Traffic Prediction via Time-Series Decomposition.
CoRR
(2023)
Deyang Zhong
,
Jiayu Li
,
Wei Cheng
,
Juhua Hu
Dictionary-Guided Text Recognition for Smart Street Parking.
BMVC
(2023)
Tucker Stewart
,
Katherine Stern
,
Grant E. O'Keefe
,
Ankur Teredesai
,
Juhua Hu
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients.
CoRR
(2023)
Junyang Wang
,
Yuanhong Xu
,
Juhua Hu
,
Ming Yan
,
Jitao Sang
,
Qi Qian
Improved Visual Fine-tuning with Natural Language Supervision.
CoRR
(2023)
Jiawei Yao
,
Enbei Liu
,
Maham Rashid
,
Juhua Hu
AugDMC: Data Augmentation Guided Deep Multiple Clustering.
CoRR
(2023)
Qi Qian
,
Yuanhong Xu
,
Juhua Hu
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP.
NeurIPS
(2023)
Qi Qian
,
Yuanhong Xu
,
Juhua Hu
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP.
CoRR
(2023)
Junyang Wang
,
Yuanhong Xu
,
Juhua Hu
,
Ming Yan
,
Jitao Sang
,
Qi Qian
Improved Visual Fine-tuning with Natural Language Supervision.
ICCV
(2023)
Qi Qian
,
Yuanhong Xu
,
Juhua Hu
,
Hao Li
,
Rong Jin
Unsupervised Visual Representation Learning by Online Constrained K-Means.
CVPR
(2022)
Ankur Teredesai
,
Sijin Huang
,
Tucker Stewart
,
Juhua Hu
,
Armaan Thakker
,
Katherine Stern
,
Grant E. O'Keefe
Sub-Sequence Graph Representation Learning on High Variability Data for Dynamic Risk Prediction in Critical Care.
Big Data
(2022)
Qi Qian
,
Hao Li
,
Juhua Hu
Improved Knowledge Distillation via Full Kernel Matrix Transfer.
SDM
(2022)
Ruichao Zhang
,
Shang Wang
,
Renée Burton
,
Minh Hoang
,
Juhua Hu
,
Anderson C. A. Nascimento
Clustering Analysis of Email Malware Campaigns.
CSR
(2021)
Qi Qian
,
Yuanhong Xu
,
Juhua Hu
,
Hao Li
,
Rong Jin
Unsupervised Visual Representation Learning by Online Constrained K-Means.
CoRR
(2021)
Christine Allen
,
Juhua Hu
,
Vikas Kumar
,
Muhammad Aurangzeb Ahmad
,
Ankur Teredesai
Interpretable Phenotyping for Electronic Health Records.
ICHI
(2021)
Muhammad Aurangzeb Ahmad
,
Carly Eckert
,
Christine Allen
,
Vikas Kumar
,
Juhua Hu
,
Ankur Teredesai
Fairness in Healthcare AI.
ICHI
(2021)
Yuanhong Xu
,
Qi Qian
,
Hao Li
,
Rong Jin
,
Juhua Hu
Weakly Supervised Representation Learning with Coarse Labels.
ICCV
(2021)
Qi Qian
,
Hao Li
,
Juhua Hu
Efficient Kernel Transfer in Knowledge Distillation.
CoRR
(2020)
Yuanhong Xu
,
Qi Qian
,
Hao Li
,
Rong Jin
,
Juhua Hu
Representation Learning with Fine-grained Patterns.
CoRR
(2020)
Qi Qian
,
Juhua Hu
,
Hao Li
Hierarchically Robust Representation Learning.
CVPR
(2020)
Qi Qian
,
Lei Shang
,
Baigui Sun
,
Juhua Hu
,
Tacoma Tacoma
,
Hao Li
,
Rong Jin
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling.
ICCV
(2019)
Qi Qian
,
Lei Shang
,
Baigui Sun
,
Juhua Hu
,
Hao Li
,
Rong Jin
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling.
CoRR
(2019)
Qi Qian
,
Juhua Hu
,
Hao Li
Hierarchically Robust Representation Learning.
CoRR
(2019)
Bin Yu
,
Giovanna Graciani
,
Anderson C. A. Nascimento
,
Juhua Hu
Cost-adaptive Neural Networks for Peak Volume Prediction with EMM Filtering.
IEEE BigData
(2019)
Lingyang Chu
,
Xia Hu
,
Juhua Hu
,
Lanjun Wang
,
Jian Pei
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
CoRR
(2018)
Lingyang Chu
,
Xia Hu
,
Juhua Hu
,
Lanjun Wang
,
Jian Pei
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
KDD
(2018)
Juhua Hu
,
Jian Pei
Subspace multi-clustering: a review.
Knowl. Inf. Syst.
56 (2) (2018)
Juhua Hu
,
Qi Qian
,
Jian Pei
,
Rong Jin
,
Shenghuo Zhu
Finding multiple stable clusterings.
Knowl. Inf. Syst.
51 (3) (2017)
Juhua Hu
,
Qi Qian
,
Jian Pei
,
Rong Jin
,
Shenghuo Zhu
Finding Multiple Stable Clusterings.
ICDM
(2015)
Juhua Hu
,
Jian Pei
,
Jie Tang
How Can I Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach.
SDM
(2014)
Qi Qian
,
Juhua Hu
,
Rong Jin
,
Jian Pei
,
Shenghuo Zhu
Distance metric learning using dropout: a structured regularization approach.
KDD
(2014)