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2024

2023

Vision HGNN: An Image is More than a Graph of NodesYan Han, Peihao Wang, Souvik Kundu 0009, Ying Ding 0001, Zhangyang Wang. iccv 2023: 19821-19831 [doi]

Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-RaysYan Han, Gregory Holste, Ying Ding 0001, Ahmed H. Tewfik, Yifan Peng, Zhangyang Wang. tmi, 42(3):750-761, March 2023. [doi]

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding 0001, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang. miccai 2023: 663-673 [doi]

Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large ModelsAjay Kumar Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding 0001, Zhangyang Wang. icml 2023: 14691-14701 [doi]

Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate CommunicationAjay Kumar Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding 0001, Zhangyang Wang. icml 2023: 14679-14690 [doi]

Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit ImbalancesAjay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding 0001, Zhangyang Wang. wacv 2023: 4976-4985 [doi]

3rd International Workshop on Scientific Knowledge Representation, Discovery, and Assessment (Sci-K 2023)Angelo Antonio Salatino, Yu Bu, Ying Ding 0001, Ágnes Horvát, Yong Huang, Meijun Liu, Paolo Manghi, Andrea Mannocci, Francesco Osborne, Daniel M. Romero, Dimitris Sacharidis, Misha Teplitskiy, Thanasis Vergoulis, Feng Xia 0001, Yujia Zhai. WWW 2023: 783 [doi]

Evaluating large language models on medical evidence summarizationLiyan Tang, Zhaoyi Sun, Betina Ross S. Idnay, Jordan G. Nestor, Ali Soroush, Pierre A. Elias, Ziyang Xu, Ying Ding 0001, Greg Durrett, Justin F. Rousseau, Chunhua Weng, Yifan Peng. npjdm, 6, 2023. [doi]

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narrativesSong Wang, Yifang Dang, Zhaoyi Sun, Ying Ding 0001, Jyotishman Pathak, Cui Tao, Yunyu Xiao, Yifan Peng. jamia, 30(8):1408-1417, July 2023. [doi]

Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis PredictionTingyi Wanyan, Mingquan Lin, Ying Ding 0001, Benjamin S. Glicksberg, Fei Wang 0001, Yifan Peng. ichi 2023: 101-110 [doi]

Disparity in the Evolving COVID-19 Collaboration NetworkHuimin Xu, Redoan Rahman, Ajay Jaiswal, Julia Fensel, Abhinav Peri, Kamesh Peri, Griffin M. Weber, Ying Ding 0001. iconference 2023: 331-339 [doi]

JCDL2023 Workshop: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023)Chengzhi Zhang, Yi Zhang 0095, Philipp Mayr 0001, Wei Lu 0019, Arho Suominen, Haihua Chen 0002, Ying Ding 0001. JCDL 2023: 306-307 [doi]

2022

Beyond correlation: Towards matching strategy for causal inference in Information ScienceXianlei Dong, Jiahui Xu, Yi Bu 0001, Chenwei Zhang, Ying Ding 0001, Beibei Hu, Yang Ding. jis, 48(6):735-748, 2022. [doi]

Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback LoopYan Han, Chongyan Chen, Ahmed H. Tewfik, Benjamin S. Glicksberg, Ying Ding 0001, Yifan Peng, Zhangyang Wang. wacv 2022: 1789-1798 [doi]

Training Your Sparse Neural Network Better with Any MaskAjay Kumar Jaiswal, Haoyu Ma, Tianlong Chen, Ying Ding 0001, Zhangyang Wang. icml 2022: 9833-9844 [doi]

Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great AgainAjay Jaiswal, Peihao Wang, Tianlong Chen, Justin F. Rousseau, Ying Ding 0001, Zhangyang Wang. nips 2022: [doi]

RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical ImagingAjay Jaiswal, Kumar Ashutosh, Justin F. Rousseau, Yifan Peng, Zhangyang Wang, Ying Ding 0001. icdm 2022: 981-986 [doi]

Further divided gender gaps in research productivity and collaboration during the COVID-19 pandemic: Evidence from coronavirus-related literatureMeijun Liu, Ning Zhang, Xiao Hu, Ajay Jaiswal, Jian Xu 0003, Hong Chen, Ying Ding 0001, Yi Bu 0001. joi, 16(2):101295, 2022. [doi]

Team formation and team impact: The balance between team freshness and repeat collaborationMeijun Liu, Ajay Jaiswal, Yi Bu 0001, Chao Min, Sijie Yang, Zhibo Liu, Daniel Daniel Acuña, Ying Ding 0001. joi, 16(4):101337, 2022. [doi]

Contributorship in scientific collaborations: The perspective of contribution-based byline ordersChao Lu, Chenwei Zhang, Chengrui Xiao, Ying Ding 0001. ipm, 59(3):102944, 2022. [doi]

Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP ValueRedoan Rahman, Jooyeong Kang, Justin F. Rousseau, Ying Ding 0001. amia 2022: [doi]

EchoGen: Generating Conclusions from Echocardiogram NotesLiyan Tang, Shravan Kooragayalu, Yanshan Wang, Ying Ding 0001, Greg Durrett, Justin F. Rousseau, Yifan Peng. bionlp 2022: 359-368 [doi]

Radiology Text Analysis System (RadText): Architecture and EvaluationSong Wang, Mingquan Lin, Ying Ding 0001, George Shih, Zhiyong Lu, Yifan Peng. ichi 2022: 288-296 [doi]

Trustworthy assertion classification through promptingSong Wang, Liyan Tang, Akash Majety, Justin F. Rousseau, George Shih, Ying Ding 0001, Yifan Peng. jbi, 132:104139, 2022. [doi]

Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality predictionTingyi Wanyan, Mingquan Lin, Eyal Klang, Kartikeya M. Menon, Faris F. Gulamali, Ariful Azad, Yiye Zhang, Ying Ding 0001, Zhangyang Wang, Fei Wang 0001, Benjamin S. Glicksberg, Yifan Peng. bcb 2022: [doi]

Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team powerHuimin Xu, Yi Bu 0001, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang 0095, Eric Meyer, Eduardo Salas, Ying Ding 0001. jasis, 73(10):1489-1505, 2022. [doi]

Knowledge graph analytics platform with LINCS and IDG for Parkinson's disease target illuminationJeremy J. Yang, Christopher Gessner, Joel Duerksen, Daniel Biber, Jessica L. Binder, Murat Ozturk, Brian Foote, Robin McEntire, Kyle Stirling, Ying Ding 0001, David J. Wild 0001. bmcbi, 23(1):37, 2022. [doi]

Elapsed Collective Memory: Looking for the Forgotten Classic Works in Library and Information ScienceYujia Zhai, Alec McGail, Ying Ding 0001. iconference 2022: 61-68 [doi]

Cross-Regional Analysis of the Aging Phenomenon of Biomedical ScholarsTongyang Zhang, Jiexun Wu, Zhiwei Ye, Ying Ding 0001, Jian Xu 0003. iconference 2022: 244-254 [doi]

2021

Partitioning highly, medium and lowly cited publicationsYong Huang 0008, Yi Bu 0001, Ying Ding 0001, Wei Lu. jis, 47(5), 2021. [doi]

Exploring direct citations between citing publicationsYong Huang 0008, Yi Bu 0001, Ying Ding 0001, Wei Lu. jis, 47(5), 2021. [doi]

On the relationship between download and citation counts: An introduction of Granger-causality inferenceBeibei Hu, Yang Ding, Xianlei Dong, Yi Bu 0001, Ying Ding 0001. joi, 15(2):101125, 2021. [doi]

RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report ClassificationAjay Jaiswal, Liyan Tang, Meheli Ghosh, Justin F. Rousseau, Yifan Peng, Ying Ding 0001. ml4h 2021: 196-208 [doi]

Misinformation During the COVID-19 Outbreak in China: Cultural, Social and Political EntanglementsYan Leng, Yujia Zhai, Shaojing Sun, Yifei Wu, Jordan Selzer, Sharon Strover, Hezhao Zhang, Anfan Chen, Ying Ding 0001. tbd, 7(1):69-80, 2021. [doi]

Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation processChao Min, Yi Bu, Ding Wu, Ying Ding 0001, Yi Zhang. ipm, 58(1):102428, 2021. [doi]

Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health RecordsTingyi Wanyan, Hossein Honarvar, Ariful Azad, Ying Ding 0001, Benjamin S. Glicksberg. dint, 3(3):329-339, 2021. [doi]

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care UnitTingyi Wanyan, Akhil Vaid, Jessica K. De Freitas, Sulaiman Somani, Riccardo Miotto, Girish N. Nadkarni, Ariful Azad, Ying Ding 0001, Benjamin S. Glicksberg. tbd, 7(1):38-44, 2021. [doi]

Innovation adoption: Broadcasting versus viralityYujia Zhai, Ying Ding 0001, Hezhao Zhang. jasis, 72(4):403-416, 2021. [doi]

2020

The pace of artificial intelligence innovations: Speed, talent, and trial-and-errorXuli Tang, Xin Li, Ying Ding 0001, Min Song 0001, Yi Bu. joi, 14(4):101094, 2020. [doi]

Monolingual and multilingual topic analysis using LDA and BERT embeddingsQing Xie, Xinyuan Zhang, Ying Ding 0001, Min Song 0001. joi, 14(3):101055, 2020. [doi]

2019

Interdisciplinary scholarly communication: an exploratory study for the field of joint attentionJian Xu 0003, Ying Ding 0001, Yi Bu, Shuqing Deng, Chen Yu, Yimin Zou, Andrew Madden. scientometrics, 119(3):1597-1619, 2019. [doi]

From zero to one: A perspective on citingYong Huang, Yi Bu, Ying Ding 0001, Wei Lu. jasis, 70(10):1098-1107, 2019. [doi]

Analyzing stock market trends using social media user moods and social influenceDaifeng Li, Yintian Wang, Andrew Madden, Ying Ding 0001, Jie Tang 0001, Gordon Guo-Zheng Sun, Ning Zhang, Enguo Zhou. jasis, 70(9):1000-1013, 2019. [doi]

Examining scientific writing styles from the perspective of linguistic complexityChao Lu, Yi Bu, Jie Wang, Ying Ding 0001, Vetle I. Torvik, Matthew Schnaars, Chengzhi Zhang. jasis, 70(5):462-475, 2019. [doi]

Analyzing linguistic complexity and scientific impactChao Lu, Yi Bu, Xianlei Dong, Jie Wang, Ying Ding 0001, Vincent Larivière, Cassidy R. Sugimoto, Logan Paul, Chengzhi Zhang. joi, 13(3):817-829, 2019. [doi]

Adopting Text Mining on Rehabilitation Therapy Repositioning for StrokeGuilin Meng, Yong Huang, Qi Yu, Ying Ding 0001, David J. Wild, Yanxin Zhao, Xueyuan Liu, Min Song 0001. fini, 2019:17, 2019. [doi]

2018

Analyzing scientific collaboration with "giants" based on the milestones of careerYi Bu 0001, Dakota S. Murray, Jian Xu 0003, Ying Ding 0001, Peng Ai, Jinhua Shen, Fan Yang. asist 2018: 29-38 [doi]

Understanding the formation of interdisciplinary research from the perspective of keyword evolution: a case study on joint attentionJian Xu 0003, Yi Bu, Ying Ding 0001, Sinan Yang, Hongli Zhang, Chen Yu, Lin Sun. scientometrics, 117(2):973-995, 2018. [doi]

Number versus structure: towards citing cascadesYong Huang, Yi Bu, Ying Ding 0001, Wei Lu. scientometrics, 117(3):2177-2193, 2018. [doi]

Is scientific novelty reflected in citation patterns?Chao Min, Yi Bu 0001, Jianjun Sun, Ying Ding 0001. asist 2018: 875-876 [doi]

Innovation or imitation: The diffusion of citationsChao Min, Ying Ding 0001, Jiang Li, Yi Bu, Lei Pei, Jianjun Sun. jasis, 69(10):1271-1282, 2018. [doi]

An investigation on the evolution of diabetes data in social Q&A logsYiming Zhao, Baitong Chen, Jin Zhang, Ying Ding 0001, Jin-Mao, Lihong Zhou. dim, 2(1):37-48, 2018. [doi]

2017

Understanding the Correlations between Social Attention and Topic Trends of Scientific PublicationsXianlei Dong, Jian Xu 0003, Ying Ding 0001, Chenwei Zhang, Kunpeng Zhang, Min Song 0001. jdis, 1(1):28-49, 2017. [doi]

Does collaboration bring high-impact studies? A preliminary studyChao Lu, Yi Bu, Chenwei Zhang, Ying Ding 0001, Vetle I. Torvik, Chengzhi Zhang. asist 2017: 750-751 [doi]

Quantifying the evolution of citation cascadesChao Min, Jianjun Sun, Ying Ding 0001. asist 2017: 761-763 [doi]

Using Machine Reading to Understand Alzheimer's and Related Diseases from the LiteratureSatoshi Tsutsui, Yi Bu 0001, Ying Ding 0001. jdis, 2(4):81-94, 2017. [doi]

Who bridged the "Valley of Death" between basic research and clinical research? In the case of immune-checkpoints CTLA-4 and PD-1 based on inter-citation networkQiuju Zhou, Guilin Meng, Ying Ding 0001. asist 2017: 855-856 [doi]

2013

Bilingual researcher profiles: Modeling dutch researchers in both english and dutch using the VIVO ontologyTamy Chambers, Sahil Shah, Ashish Urankar, Venkat Kalyan, Andrea Scharnhorst, Linda Reijnhoudt, Laura Rideour, Christophe Guéret, Ying Ding 0001. asist 2013: 1-4 [doi]

2012

Monitoring knowledge flow through scholarly networksErjia Yan, Ying Ding 0001, Xiangnan Kong. asist 2012: 1-5 [doi]

Scholarly conformity: Origins, framework, applications and implicationsGuo Zhang, Ying Ding 0001. asist 2012: 1-4 [doi]

2011

Library and information science (LIS) as we see it: An overview at the state and country level from 1965-2010Erjia Yan, Ying Ding 0001. asist 2011: 1-8 [doi]

2010

A Comparative analysis of user-generated and author-generated metadata for web resourcesBing He, Ying Ding 0001, Stasa Milojevic, Elin K. Jacob. asist 2010: 1-2 [doi]

Journal clustering through interlocking editorship informationChaoqun Ni, Ying Ding 0001. asist 2010: 1-10 [doi]

Measuring scholarly impact in heterogeneous networksErjia Yan, Ying Ding 0001. asist 2010: 1-7 [doi]

2001

Scholarly communications in information retrieval : a cocitation analysis and its applicationsYing Ding 0001. PhD thesis, Nanyang Technological University, Singapore, 2001. [doi]

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