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Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation



Xiaokun Zhang , Bo Xu , Liang Yang , Chenliang Li , Fenglong Ma , Haifeng Liu , Hongfei Lin

* This paper has bee accepted as a conference paper at SIGIR 2022 

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MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare



Muchao Ye , Junyu Luo , Guanjie Zheng , Cao Xiao , Ting Wang , Fenglong Ma


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FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning



Liwei Che , Zewei Long , Jiaqi Wang , Yaqing Wang , Houping Xiao , Fenglong Ma


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FedCon: A Contrastive Framework for Federated Semi-Supervised Learning



Zewei Long , Jiaqi Wang , Yaqing Wang , Houping Xiao , Fenglong Ma


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Multimodal Emergent Fake News Detection via Meta Neural Process Networks



Yaqing Wang , Fenglong Ma , Haoyu Wang , Kishlay Jha , Jing Gao

* accepted by KDD 2021 

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Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation



Xingyi Yang , Muchao Ye , Quanzeng You , Fenglong Ma

* Accepted by ACL 2021, Camera-ready version 

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ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection



Guanjie Huang , Fenglong Ma


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SafeDrug: Dual Molecular Graph Encoders for Safe Drug Recommendations



Chaoqi Yang , Cao Xiao , Fenglong Ma , Lucas Glass , Jimeng Sun

* Accepted in IJCAI 2021, this is the full version with appendix 

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Fairness-aware Outlier Ensemble



Haoyu Liu , Fenglong Ma , Shibo He , Jiming Chen , Jing Gao

* 12 pages 

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i-Algebra: Towards Interactive Interpretability of Deep Neural Networks



Xinyang Zhang , Ren Pang , Shouling Ji , Fenglong Ma , Ting Wang

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI '21) 

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