Joyce C. Ho

124 papers A* 17A 10B 1C 1Misc 2Journal 52Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reasoning Traces Shape Outputs but Models Won't Say So.
CoRR
Yijie Hao, Lingjie Chen, Ali Emami, Joyce C. Ho
2025 J jnl
A review on knowledge graphs for healthcare: Resources, applications, and promises.
J. Biomed. Informatics
Hejie Cui, Jiaying Lu, Ran Xu, Shiyu Wang, Wenjing Ma, Yue Yu, Shaojun Yu, Xuan Kan, Chen Ling, Liang Zhao, Zhaohui S. Qin, Joyce C. Ho, Tianfan Fu, Jing Ma, Mengdi Huai, Fei Wang, Carl Yang
2025 J jnl
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play.
CoRR
Ran Xu, Yuchen Zhuang, Zihan Dong, Jonathan Wang, Yue Yu, Joyce C. Ho, Linjun Zhang, Haoyu Wang, Wenqi Shi, Carl Yang
2025 J jnl
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration.
CoRR
Ran Xu, Wenqi Shi, Yuchen Zhuang, Yue Yu, Joyce C. Ho, Haoyu Wang, Carl Yang
2025 — conf
Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions?
MLHC
Chase Fensore, Rodrigo M. Carrillo-Larco, Megha Shah, Joyce C. Ho
2025 J jnl
Evaluating Hybrid Retrieval Augmented Generation using Dynamic Test Sets: LiveRAG Challenge.
CoRR
Chase Fensore, Kaustubh D. Dhole, Joyce C. Ho, Eugene Agichtein
2025 J jnl
FusionDP: Foundation Model-Assisted Differentially Private Learning for Partially Sensitive Features.
CoRR
Linghui Zeng, Ruixuan Liu, Atiquer Rahman Sarkar, Xiaoqian Jiang, Joyce C. Ho, Li Xiong
2025 — conf
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM.
MedInfo
Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang
2025 A* conf
Retrieval-augmented GUI Agents with Generative Guidelines.
EMNLP
Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu
2025 J jnl
Retrieval-augmented GUI Agents with Generative Guidelines.
CoRR
Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu
2025 — conf
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains.
NAACL (Long Papers)
Ran Xu, Hui Liu, Sreyashi Nag, Zhenwei Dai, Yaochen Xie, Xianfeng Tang, Chen Luo, Yang Li, Joyce C. Ho, Carl Yang, Qi He
2025 J jnl
TransFed: cross-domain feature alignment for semi-supervised federated transfer learning.
Mach. Learn.
Linghui Zeng, Ruixuan Liu, Li Xiong, Joyce C. Ho
2024 A* conf
A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality.
ICLR
Huan He, William Hao, Yuanzhe Xi, Yong Chen, Bradley A. Malin, Joyce C. Ho
2024 J jnl
An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations.
Comput. Biol. Medicine
Joyce C. Ho, Mani Sotoodeh, Wenhui Zhang, Roy L. Simpson, Vicki Stover Hertzberg
2024 A* conf
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.
EMNLP
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May Dongmei Wang, Joyce C. Ho, Chao Zhang, Carl Yang
2024 J jnl
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.
CoRR
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May D. Wang, Joyce C. Ho, Chao Zhang, Carl Yang
2024 J jnl
EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records.
CoRR
Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May D. Wang
2024 A* conf
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.
EMNLP
Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May Dongmei Wang
2024 B conf
EMBA: Entity Matching using Multi-Task Learning of BERT with Attention-over-Attention.
EDBT
Jing Zhang, Huan Sun, Joyce C. Ho
2024 — conf
Evaluating Safety of Large Language Models for Patient-facing Medical Question Answering.
ML4H@NeurIPS
Yella Diekmann, Chase Fensore, Rodrigo M. Carrillo-Larco, Nishant Pradhan, Bhavya Appana, Joyce C. Ho
2024 — conf
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR.
CHIL
Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C. Ho, Carl Yang
2024 J jnl
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR.
CoRR
Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C. Ho, Carl Yang
2024 A conf
HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures.
CIKM
Eric Wonhee Lee, Bo Xiong, Carl Yang, Joyce C. Ho
2024 J jnl
Is thermography a viable solution for detecting pressure injuries in dark skin patients?
CoRR
Miriam Asare-Baiden, Kathleen Jordan, Andrew Chung, Sharon Eve Sonenblum, Joyce C. Ho
2024 — conf
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
ACL (Findings)
Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, May Dongmei Wang, Wei Jin, Joyce C. Ho, Carl Yang
2024 — conf
LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data.
MLHC
Yijie Hao, Huan He, Joyce C. Ho
2024 J jnl
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction.
CoRR
Hejie Cui, Zhuocheng Shen, Jieyu Zhang, Hui Shao, Lianhui Qin, Joyce C. Ho, Carl Yang
2024 J jnl
Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction.
CoRR
Chase Fensore, Rodrigo M. Carrillo-Larco, Shivani A. Patel, Alanna A. Morris, Joyce C. Ho
2024 J jnl
LogicPrpBank: A Corpus for Logical Implication and Equivalence.
CoRR
Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C. Ho
2024 J jnl
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM.
CoRR
Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang
2024 A* conf
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
SIGIR
Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024 J jnl
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
CoRR
Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024 — conf
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
ACL (Short Papers)
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang
2024 J jnl
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
CoRR
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang
2024 J jnl
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains.
CoRR
Ran Xu, Hui Liu, Sreyashi Nag, Zhenwei Dai, Yaochen Xie, Xianfeng Tang, Chen Luo, Yang Li, Joyce C. Ho, Carl Yang, Qi He
2024 A* conf
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.
KDD
Ziyang Zhang, Hejie Cui, Ran Xu, Yuzhang Xie, Joyce C. Ho, Carl Yang
2024 J jnl
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.
CoRR
Ziyang Zhang, Hejie Cui, Ran Xu, Yuzhang Xie, Joyce C. Ho, Carl Yang
2023 J jnl
A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback.
CoRR
Jianghong Zhou, Joyce C. Ho, Chen Lin, Eugene Agichtein
2023 J jnl
A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises.
CoRR
Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Chen Ling, Joyce C. Ho, Fei Wang, Carl Yang
2023 — conf
CONSchema: Schema Matching with Semantics and Constraints.
ADBIS (Short Papers)
Kevin Wu, Jing Zhang, Joyce C. Ho
2023 — ed.
Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA.
CHIL
Bobak J. Mortazavi, Tasmie Sarker, Andrew Beam, Joyce C. Ho
2023 J jnl
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
CoRR
Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, Wei Jin, Joyce C. Ho, Carl Yang
2023 — conf
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping.
ML4H@NeurIPS
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani
2023 J jnl
MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model.
CoRR
Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho
2023 A* conf
Neighborhood-Regularized Self-Training for Learning with Few Labels.
AAAI
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce C. Ho, Chao Zhang, Carl Yang
2023 J jnl
Neighborhood-Regularized Self-Training for Learning with Few Labels.
CoRR
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce C. Ho, Chao Zhang, Carl Yang
2023 A conf
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning.
CIKM
Eric Wonhee Lee, Joyce C. Ho
2023 J jnl
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning.
CoRR
Eric Wonhee Lee, Joyce C. Ho
2023 — conf
SPLIT: Stance and Persuasion Prediction with Multi-modal on Image and Textual Information.
ArgMining@EMNLP
Jing Zhang, Shaojun Yu, Xuan Li, Jia Geng, Zhiyuan Zheng, Joyce C. Ho
2023 — conf
SR-CoMbEr: Heterogeneous Network Embedding Using Community Multi-view Enhanced Graph Convolutional Network for Automating Systematic Reviews.
ECIR (1)
Eric Wonhee Lee, Joyce C. Ho
2023 A* conf
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training.
SIGIR
Ran Xu, Yue Yu, Joyce C. Ho, Carl Yang
2023 J jnl
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training.
CoRR
Ran Xu, Yue Yu, Joyce C. Ho, Carl Yang
2022 J jnl
A collection of invited non-archival papers for the Conference on Health, Inference, and Learning (CHIL) 2022.
CoRR
Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann
2022 J jnl
An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian.
CoRR
Huan He, Shifan Zhao, Ziyuan Tang, Joyce C. Ho, Yousef Saad, Yuanzhe Xi
2022 — conf
Conference on Health, Inference, and Learning (CHIL) 2022.
CHIL
Gerardo Flores, George H. Chen, Tom J. Pollard, Ayah Zirikly, Michael C. Hughes, Tasmie Sarker, Joyce C. Ho, Tristan Naumann
2022 — ed.
Conference on Health, Inference, and Learning, CHIL 2022, 7-8 April 2022, Virtual Event.
CHIL
Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann
2022 — conf
Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR.
ML4H@NeurIPS
Ran Xu, Yue Yu, Chao Zhang, Mohammed K. Ali, Joyce C. Ho, Carl Yang
2022 A* conf
GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing.
ICLR
Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad
2022 J jnl
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning.
CoRR
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Bhavani
2022 A conf
PubMed Author-assigned Keyword Extraction (PubMedAKE) Benchmark.
CIKM
Jiasheng Sheng, Zelalem Gero, Joyce C. Ho
2021 — conf
CATAN: Chart-aware temporal attention network for adverse outcome prediction.
ICHI
Zelalem Gero, Joyce C. Ho
2021 A* conf
Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics.
WWW
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 A* conf
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks.
ICDM
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho
2021 J jnl
Communication Efficient Tensor Factorization for Decentralized Healthcare Networks.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho
2021 — conf
Controlled molecule generator for optimizing multiple chemical properties.
CHIL
Bonggun Shin, Sungsoo Park, JinYeong Bak, Joyce C. Ho
2021 — conf
Cross-modal Memory Fusion Network for Multimodal Sequential Learning with Missing Values.
ECIR (2)
Chen Lin, Joyce C. Ho, Eugene Agichtein
2021 J jnl
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data.
CoRR
Mani Sotoodeh, Li Xiong, Joyce C. Ho
2021 — conf
CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data.
PAKDD (2)
Mani Sotoodeh, Li Xiong, Joyce C. Ho
2021 J jnl
Examining the Concordance in the Documented Pressure Injury Site, Stage, and Count in Medical Information Mart for Intensive Care-III.
Appl. Clin. Inform.
Wenhui Zhang, Mani Sotoodeh, Joyce C. Ho, Roy L. Simpson, Vicki Stover Hertzberg
2021 — conf
GASP: Graph-Based Approximate Sequential Pattern Mining for Electronic Health Records.
ADBIS (Short Papers)
Wenqin Dong, Eric Wonhee Lee, Vicki Stover Hertzberg, Roy L. Simpson, Joyce C. Ho
2021 J jnl
Predictors of progression through the cascade of care to a cure for hepatitis C patients using decision trees and random forests.
Comput. Biol. Medicine
Jasmine Ye Nakayama, Joyce C. Ho, Emily Cartwright, Roy L. Simpson, Vicki Stover Hertzberg
2021 C conf
SMAT: An Attention-Based Deep Learning Solution to the Automation of Schema Matching.
ADBIS
Jing Zhang, Bonggun Shin, Jinho D. Choi, Joyce C. Ho
2021 A* conf
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
AAAI
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2021 J jnl
Solve Minimax Optimization by Anderson Acceleration.
CoRR
Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad
2021 J jnl
Tackling Overfitting in Boosting for Noisy Healthcare Data.
IEEE Trans. Knowl. Data Eng.
Yubin Park, Joyce C. Ho
2021 A conf
Temporal Network Embedding via Tensor Factorization.
CIKM
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 J jnl
Temporal Network Embedding via Tensor Factorization.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho
2021 — conf
Uncertainty-based Self-training for Biomedical Keyphrase Extraction.
BHI
Zelalem Gero, Joyce C. Ho
2021 — conf
Word centrality constrained representation for keyphrase extraction.
BioNLP@NAACL-HLT
Zelalem Gero, Joyce C. Ho
2021 — conf
You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions.
NAACL-HLT
Sergey Volokhin, Joyce C. Ho, Oleg Rokhlenko, Eugene Agichtein
2020 — conf
Accelerated SGD for Tensor Decomposition of Sparse Count Data.
ICDM (Workshops)
Huan He, Yuanzhe Xi, Joyce C. Ho
2020 — conf
CaliForest: calibrated random forest for health data.
CHIL
Yubin Park, Joyce C. Ho
2020 J jnl
Controlled Molecule Generator for Optimizing Multiple Chemical Properties.
CoRR
Bonggun Shin, Sungsoo Park, JinYeong Bak, Joyce C. Ho
2020 A* conf
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media.
WWW
Payam Karisani, Joyce C. Ho, Eugene Agichtein
2020 J jnl
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media.
CoRR
Payam Karisani, Joyce C. Ho, Eugene Agichtein
2020 — conf
Fast and Accurate Tensor Decomposition without a High Performance Computing Machine.
IEEE BigData
Huan He, Yuanzhe Xi, Joyce C. Ho
2020 A* conf
LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values.
KDD
Kejing Yin, Ardavan Afshar, Joyce C. Ho, William K. Cheung, Chao Zhang, Jimeng Sun
2020 — conf
MMiDaS-AE: multi-modal missing data aware stacked autoencoder for biomedical abstract screening.
CHIL
Eric Wonhee Lee, Byron C. Wallace, Karla I. Galaviz, Joyce C. Ho
2020 Misc conf
Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and Interpretation.
AMIA
Mani Sotoodeh, Zelalem Gero, Wenhui Zhang, Roy L. Simpson, Vicki Hertzberg, Joyce C. Ho
2020 A conf
Robust Irregular Tensor Factorization and Completion for Temporal Health Data Analysis.
CIKM
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho
2020 J jnl
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
CoRR
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2020 — conf
Spatio-Temporal Tensor Sketching via Adaptive Sampling.
ECML/PKDD (1)
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong
2020 J jnl
Spatio-Temporal Tensor Sketching via Adaptive Sampling.
CoRR
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong
2020 — conf
TASTE: temporal and static tensor factorization for phenotyping electronic health records.
CHIL
Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2019 A conf
CP Tensor Decomposition with Cannot-Link Intermode Constraints.
SDM
Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho
2019 A* conf
Distributed Tensor Decomposition for Large Scale Health Analytics.
WWW
Huan He, Jette Henderson, Joyce C. Ho
2019 — conf
NamedKeys: Unsupervised Keyphrase Extraction for Biomedical Documents.
BCB
Zelalem Gero, Joyce C. Ho
2019 J jnl
PMCVec: Distributed phrase representation for biomedical text processing.
J. Biomed. Informatics X
Zelalem Gero, Joyce C. Ho
2019 A conf
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.
CIKM
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019 J jnl
Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.
CoRR
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019 — conf
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction.
MLHC
Bonggun Shin, Sungsoo Park, Keunsoo Kang, Joyce C. Ho
2019 J jnl
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction.
CoRR
Bonggun Shin, Sungsoo Park, Keunsoo Kang, Joyce C. Ho
2019 J jnl
TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records.
CoRR
Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2018 A conf
COPA: Constrained PARAFAC2 for Sparse & Large Datasets.
CIKM
Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018 J jnl
COPA: Constrained PARAFAC2 for Sparse & Large Datasets.
CoRR
Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018 J jnl
PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization.
CoRR
Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh
2018 J jnl
PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques.
CoRR
Yubin Park, Joyce C. Ho
2018 Misc conf
Phenotyping through Semi-Supervised Tensor Factorization (PSST).
AMIA
Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho
2017 — conf
CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data.
SIGSPATIAL/GIS
Ardavan Afshar, Joyce C. Ho, Bistra Dilkina, Ioakeim Perros, Elias B. Khalil, Li Xiong, Vaidy S. Sunderam
2017 — conf
Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping.
ICHI
Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh
2017 — conf
Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning.
EMBC
Joyce C. Ho, Yubin Park
2017 — conf
PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature.
CRI
Jette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh
2017 A ed.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
CIKM
Ee-Peng Lim, Marianne Winslett, Mark Sanderson, Ada Wai-Chee Fu, Jimeng Sun, J. Shane Culpepper, Eric Lo, Joyce C. Ho, Debora Donato, Rakesh Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, Vincent S. Tseng, Chenliang Li
2017 — conf
gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation.
EMBC
Jette Henderson, Joyce C. Ho, Joydeep Ghosh
2016 J jnl
ACDC: $α$-Carving Decision Chain for Risk Stratification.
CoRR
Yubin Park, Joyce C. Ho, Joydeep Ghosh
2016 — conf
Automated Verification of Phenotypes using PubMed.
BCB
Ryan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh
2014 — conf
Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization.
Brain Informatics and Health
Joyce C. Ho, Joydeep Ghosh, Jimeng Sun
2014 J jnl
Limestone: High-throughput candidate phenotype generation via tensor factorization.
J. Biomed. Informatics
Joyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun
2014 A* conf
Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization.
KDD
Joyce C. Ho, Joydeep Ghosh, Jimeng Sun
2014 J jnl
Septic Shock Prediction for Patients with Missing Data.
ACM Trans. Manag. Inf. Syst.
Joyce C. Ho, Cheng H. Lee, Joydeep Ghosh
2013 A conf
DYNACARE: Dynamic Cardiac Arrest Risk Estimation.
AISTATS
Joyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh
2013 — conf
Multivariate temporal symptomatic characterization of cardiac arrest.
EMBC
Yubin Park, Joyce C. Ho, Joydeep Ghosh
2013 — conf
Risk Prediction of a Multiple Sclerosis Diagnosis.
ICHI
Joyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan
2005 A* conf
Using context-aware computing to reduce the perceived burden of interruptions from mobile devices.
CHI
Joyce C. Ho, Stephen S. Intille