Fenglong Ma

Most-cited papers

EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection
Yaqing Wang, Fenglong Ma, Zhi-Wei Jin, Ye Yuan +4 more
2018Knowledge Discovery and Data Mining1,334 citations Open access
Semantic Scholar
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks
Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You +2 more
2017Knowledge Discovery and Data Mining642 citations Open access
Semantic Scholar
Towards Environment Independent Device Free Human Activity Recognition
Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao +8 more
2018ACM/IEEE International Conference on Mobile Computing and Networking564 citations Open access
Semantic Scholar
KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare
Fenglong Ma, Quanzeng You, Hou-Ping Xiao, Radha Chitta +2 more
2018International Conference on Information and Knowledge Management277 citations Open access
Semantic Scholar
HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records
Junyu Luo, Muchao Ye, Cao Xiao, Fenglong Ma
2020Knowledge Discovery and Data Mining244 citations
Semantic Scholar
DETERRENT: Knowledge Guided Graph Attention Network for Detecting Healthcare Misinformation
Li-Meng Cui, H. Seo, Maryam Tabar, Fenglong Ma +2 more
2020Knowledge Discovery and Data Mining208 citations Open access
Semantic Scholar
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation
Fenglong Ma, Ya-Liang Li, Qi Li, Minghui Qiu +6 more
2015Knowledge Discovery and Data Mining199 citations
Semantic Scholar
Weak Supervision for Fake News Detection via Reinforcement Learning
Ya-Qing Wang, Weifeng Yang, Fenglong Ma, Jin Xu +3 more
2019AAAI Conference on Artificial Intelligence159 citations Open access
Semantic Scholar
Risk Prediction on Electronic Health Records with Prior Medical Knowledge
Fenglong Ma, Jing Gao, Qiu-Ling Suo, Quanzeng You +2 more
2018Knowledge Discovery and Data Mining136 citations Open access
Semantic Scholar
Deep Patient Similarity Learning for Personalized Healthcare
Qiu-Ling Suo, Fenglong Ma, Ye Yuan, Mengdi Huai +3 more
2018IEEE Transactions on Nanobioscience126 citations Open access
Semantic Scholar
Personalized disease prediction using a CNN-based similarity learning method
Qiu-Ling Suo, Fenglong Ma, Ye Yuan, Mengdi Huai +3 more
2017IEEE International Conference on Bioinformatics and Biomedicine95 citations
Semantic Scholar
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths
Muchao Ye, Su-Han Cui, Ya-Qing Wang, Junyu Luo +2 more
2021The Web Conference86 citations Open access
Semantic Scholar
Multimodal Emergent Fake News Detection via Meta Neural Process Networks
Ya-Qing Wang, Fenglong Ma, Haoyu Wang, Kishlay Jha +1 more
2021Knowledge Discovery and Data Mining79 citations Open access
Semantic Scholar
A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning
Ye Yuan, Guang-Xu Xun, Fenglong Ma, Qiu-Ling Suo +3 more
20182018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)72 citations
Semantic Scholar
A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks
Qiu-Ling Suo, Fenglong Ma, G. Canino, Jing Gao +3 more
2017American Medical Informatics Association Annual Symposium66 citations
Semantic Scholar
MuVAN: A Multi-view Attention Network for Multivariate Temporal Data
Ye Yuan, Guang-Xu Xun, Fenglong Ma, Yaqing Wang +4 more
2018Industrial Conference on Data Mining63 citations
Semantic Scholar
LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction
Muchao Ye, Junyu Luo, Cao Xiao, Fenglong Ma
2020International Conference on Information and Knowledge Management58 citations
Semantic Scholar
Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach
Hou-Ping Xiao, Jing Gao, Qi Li, Fenglong Ma +3 more
2016Knowledge Discovery and Data Mining58 citations Open access
Semantic Scholar
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
2021Annual Meeting of the Association for Computational Linguistics57 citations Open access
Semantic Scholar
Deep Hierarchical Knowledge Tracing
Tianqi Wang, Fenglong Ma, Jing Gao
2019Educational Data Mining55 citations
Semantic Scholar
Metric Learning on Healthcare Data with Incomplete Modalities
Qiu-Ling Suo, Weida Zhong, Fenglong Ma, Ye Yuan +2 more
2019International Joint Conference on Artificial Intelligence54 citations Open access
Semantic Scholar
Crowdsourcing High Quality Labels with a Tight Budget
Qi Li, Fenglong Ma, Jing Gao, Lu Su +1 more
2016Web Search and Data Mining54 citations Open access
Semantic Scholar
DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan +7 more
2019ACM Interational Symposium on Mobile Ad Hoc Networking and Computing53 citations Open access
Semantic Scholar
Topic Discovery for Short Texts Using Word Embeddings
Guang-Xu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Ya-Liang Li +2 more
2016Industrial Conference on Data Mining47 citations
Semantic Scholar
DeepMV
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma +5 more
2020Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies45 citations Open access
Semantic Scholar
WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing
Zheng-Xiong Li, Fenglong Ma, A. Rathore, Zhuolin Yang +3 more
2020IEEE Symposium on Security and Privacy44 citations Open access
Semantic Scholar
A hybrid self-attention deep learning framework for multivariate sleep stage classification
Ye Yuan, K. Jia, Fenglong Ma, Guang-Xu Xun +3 more
2019BMC Bioinformatics42 citations Open access
Semantic Scholar
Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources
Fenglong Ma, Chui-Shi Meng, Hou-Ping Xiao, Qi Li +3 more
2017Knowledge Discovery and Data Mining42 citations
Semantic Scholar
Online Federated Multitask Learning
Rui Li, Fenglong Ma, Wenjun Jiang, Jing Gao
20192019 IEEE International Conference on Big Data (Big Data)40 citations
Semantic Scholar
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text
Muchao Ye, Su-Han Cui, Ya-Qing Wang, Junyu Luo +2 more
2021International Conference on Information and Knowledge Management38 citations
Semantic Scholar
FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning
Li-Wei Che, Zewei Long, Jiaqi Wang, Ya-Qing Wang +2 more
20212021 IEEE International Conference on Big Data (Big Data)37 citations
Semantic Scholar
TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data
Heng-Tong Zhang, Ya-Liang Li, Fenglong Ma, Jing Gao +1 more
2018Knowledge Discovery and Data Mining36 citations Open access
Semantic Scholar
FedCon: A Contrastive Framework for Federated Semi-Supervised Learning
Zewei Long, Jiaqi Wang, Ya-Qing Wang, Hou-Ping Xiao +1 more
2021arXiv.org35 citations
Semantic Scholar
A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions
Fenglong Ma, Yaqing Wang, Hou-Ping Xiao, Ye Yuan +3 more
2018IEEE International Conference on Bioinformatics and Biomedicine33 citations
Semantic Scholar
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Cha-Cha Chen, Junjie Liang, Fenglong Ma, Lucas Glass +2 more
2020The Web Conference32 citations Open access
Semantic Scholar
Online Truth Discovery on Time Series Data
Liuyi Yao, Lu Su, Qi Li, Ya-Liang Li +3 more
2018SDM27 citations Open access
Semantic Scholar
Influence-Aware Truth Discovery
Heng-Tong Zhang, Qi Li, Fenglong Ma, Hou-Ping Xiao +3 more
2016International Conference on Information and Knowledge Management27 citations Open access
Semantic Scholar
Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT
Jiaqi Wang, Shenglai Zeng, Zewei Long, Yaqing Wang +2 more
2023SDM26 citations Open access
Semantic Scholar
Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression
Qiu-Ling Suo, Weida Zhong, Fenglong Ma, Yuan Ye +2 more
2018Industrial Conference on Data Mining26 citations
Semantic Scholar
FedSiam: Towards Adaptive Federated Semi-Supervised Learning
Zewei Long, Li-Wei Che, Ya-Qing Wang, Muchao Ye +4 more
202023 citations
Semantic Scholar
Towards Confidence Interval Estimation in Truth Discovery
Hou-Ping Xiao, Jing Gao, Qi Li, Fenglong Ma +3 more
2019IEEE Transactions on Knowledge and Data Engineering23 citations Open access
Semantic Scholar
FedSemi: An Adaptive Federated Semi-Supervised Learning Framework
Zewei Long, Li-Wei Che, Ya-Qing Wang, Muchao Ye +4 more
2020arXiv.org21 citations
Semantic Scholar
Integrating Multimodal Electronic Health Records for Diagnosis Prediction
Rui Li, Fenglong Ma, Jing Gao
2021American Medical Informatics Association Annual Symposium20 citations
Semantic Scholar
Learning with Small Data
Z. Li, Huaxiu Yao, Fenglong Ma
2020Web Search and Data Mining20 citations Open access
Semantic Scholar
Rare Disease Prediction by Generating Quality-Assured Electronic Health Records
Fenglong Ma, Ya-Qing Wang, Jing Gao, Hou-Ping Xiao +1 more
2020SDM19 citations Open access
Semantic Scholar
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning
Ya-Qing Wang, Fenglong Ma, Jing Gao
2020International Conference on Information and Knowledge Management17 citations Open access
Semantic Scholar
Incorporating medical code descriptions for diagnosis prediction in healthcare
Fenglong Ma, Ya-Qing Wang, Hou-Ping Xiao, Ye Yuan +3 more
2019BMC Medical Informatics Decis. Mak.17 citations Open access
Semantic Scholar
Discovering Truths from Distributed Data
Yaqing Wang, Fenglong Ma, Lu Su, Jing Gao
2017Industrial Conference on Data Mining17 citations
Semantic Scholar
Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks
Ye Yuan, K. Jia, Fenglong Ma, Guang-Xu Xun +3 more
2018IEEE International Conference on Bioinformatics and Biomedicine15 citations
Semantic Scholar
eOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors
Hou-Ping Xiao, Fei Wang, Fenglong Ma, Jing Gao
2018Industrial Conference on Data Mining14 citations
Semantic Scholar