| 2020 | Beyond Localized Graph Neural Networks: An Attributed Motif Regularization Framework. | Aravind Sankar, Junting Wang, Adit Krishnan, Hari Sundaram |
| 2020 | Using Unlabeled Data for US Supreme Court Case Classification. | George Sanchez |
| 2020 | Enhancing Multi-factor Friend Recommendation in Location-based Social Networks. | Bassem Samir, Neamat El-Tazi |
| 2020 | Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records. | Frank Ruis, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert, Maurice van Keulen |
| 2020 | Prescriptive Learning for Air-Cargo Revenue Management. | Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quian-Ruiz, Sanjay Chawla |
| 2020 | Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection. | Yuxiang Ren, Bo Wang, Jiawei Zhang, Yi Chang |
| 2020 | An Experimental Evaluation of Data Classification Models for Credibility Based Fake News Detection. | Amit Neil Ramkissoon, Shareeda Mohammed |
| 2020 | Deep Learning-based Critical Infrastructure Simulation Model for Disaster Monitoring. | Parashuram Shourya Rajulapati, Nivedita Nukavarapu, Surya S. Durbha |
| 2020 | Force2Vec: Parallel force-directed graph embedding. | Md. Khaledur Rahman, Majedul Haque Sujon, Ariful Azad |
| 2020 | A Literature Review on Mining Cyberthreat Intelligence from Unstructured Texts. | Md. Rayhanur Rahman, Rezvan Mahdavi-Hezaveh, Laurie A. Williams |
| 2020 | The Necessity of Geometrical Representation for Deep Graph Analysis. | Mostafa Rahmani, Ping Li |
| 2020 | Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors. | Edward Raff, Bobby Filar, James Holt |
| 2020 | Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning. | Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou |
| 2020 | Random Histogram Forest for Unsupervised Anomaly Detection. | Andrian Putina, Mauro Sozio, Dario Rossi, Jos Manuel Navarro |
| 2020 | Batch Mode Active Learning for Individual Treatment Effect Estimation. | Zoltn Puha, Maurits Kaptein, Aurlie Lemmens |
| 2020 | AutoClust: A Framework for Automated Clustering based on Cluster Validity Indices. | Yannis Poulakis, Christos Doulkeridis, Dimosthenis Kyriazis |
| 2020 | Application of NLP to determine the State of Issues in Bug Tracking Systems. | Matthias Pohl, Ali Hashaam, Sascha Bosse, Daniel Gunnar Staegemann, Matthias Volk, Frederik Kramer, Klaus Turowski |
| 2020 | Pruning Deep Neural Networks with $\ell_{0}$-constrained Optimization. | Dzung T. Phan, Lam M. Nguyen, Nam H. Nguyen, Jayant R. Kalagnanam |
| 2020 | TEDD: Robust Detection of Unstable Temporal Features. | Ricardo Ribeiro Pereira, Bruno Casal Laraa, Ndia Soares, Miguel Arajo |
| 2020 | $\mu-\text{cf}2\text{vec}$: Representation Learning for Personalized Algorithm Selection in Recommender Systems. | Tomas Sousa Pereira, Tiago Cunha, Carlos Soares |
| 2020 | LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction. | Yanhui Peng, Jing Zhang |
| 2020 | BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang |
| 2020 | Explainable Anomaly Detection for District Heating Based on Shapley Additive Explanations. | Sungwoo Park, Jihoon Moon, Eenjun Hwang |
| 2020 | J-Recs: Principled and Scalable Recommendation Justification. | Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong |
| 2020 | Deep Fuzzy Clustering with Weighted Intra-class Variance and Extended Mutual Information Regularization. | Yunsheng Pang, Feiyu Chen, Sheng Huang, Yongxin Ge, Wei Wang, Taiping Zhang |