| 2021 | Identification and validation of a radiomic signature for predicting survival outcomes in non-small-cell lung cancer treated with radiation therapy. | Jin Li, Yixin Liu, Jingquan Wu |
| 2021 | COVID-HateBERT: a Pre-trained Language Model for COVID-19 related Hate Speech Detection. | Mingqi Li, Song Liao, Ebuka Okpala, Max Tong, Matthew Costello, Long Cheng, Hongxin Hu, Feng Luo |
| 2021 | ComFu: Improving Visual Clustering by Commonality Fusion. | Chunchun Li, Manuel Gnther, Terrance E. Boult |
| 2021 | Detection of Endoscope Withdrawal Time in Colonoscopy Videos. | Ying Li, Alexander Ding, Yu Cao, Benyuan Liu, Shuijiao Chen, Xiaowei Liu |
| 2021 | Shapelets-based Data Augmentation for Time Series Classification. | Peiyu Li, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2021 | Conversation Clustering Adaptation for Intent Recognition. | Michal Lew, Aleksander Obuchowski, Emilia Kacprzak, Agnieszka Pluwak |
| 2021 | Conformal Wearable for Quantification of Dorsiflexion for a Hemiplegic Ankle Pair with Distinction by Machine Learning. | Robert LeMoyne, Timothy Mastroianni |
| 2021 | Learning Free-Surface Flow with Physics-Informed Neural Networks. | Raphael Leiteritz, Marcel Hurler, Dirk Pflger |
| 2021 | Progressive Transmission and Inference of Deep Learning Models. | Youngsoo Lee, Sangdoo Yun, Yeonghun Kim, Sunghee Choi |
| 2021 | Detecting Information Theft Attacks in the Bot-IoT Dataset. | Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson |
| 2021 | SUPRDAD: A Robust Feature Extractor Better Recognizes Low-Prevalent Retinal Diseases. | Joonho Lee, Su Jeong Song |
| 2021 | Evolutionary Adversarial Attacks on Payment Systems. | Nishant Kumar, Siddharth Vimal, Kanishka Kayathwal, Gaurav Dhama |
| 2021 | BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using Photoplethysmogram. | Rishi Vardhan K, Vedanth S, Poojah G, Abhishek K, Nitish Kumar M, Vineeth Vijayaraghavan |
| 2021 | Dyadic Sex Composition and Task Classification Using fNIRS Hyperscanning Data. | Liam A. Kruse, Allan L. Reiss, Mykel J. Kochenderfer, Stephanie Balters |
| 2021 | Disease Prediction Based on Individual's Medical History Using CNN. | Monica Krishnamoorthy, Mohammed Sharafath Abdul Hameed, Thomas Kopinski, Andreas Schwung |
| 2021 | Hashtags: an essential aspect of topic modeling of city events through social media. | Mikhail V. Kovalchuk, Denis A. Nasonov |
| 2021 | Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications. | Nikolai Krber, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder |
| 2021 | Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks. | Aneesh Komanduri, Justin Zhan |
| 2021 | Emotion Recognition and Sentiment Classification using BERT with Data Augmentation and Emotion Lexicon Enrichment. | Vishwa Sai Kodiyala, Robert E. Mercer |
| 2021 | Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning. | Kristina Kirsten, Bjarne Pfitzner, Lando Lper, Bert Arnrich |
| 2021 | BuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection. | Naima Khan, Nirmalya Roy |
| 2021 | End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents. | Fahim Shahriar Khan, Mueeze Al Mushabbir, Mohammad Sabik Irbaz, Md Abdullah Al Nasim |
| 2021 | Leveraging Transformers for StarCraft Macromanagement Prediction. | Muhammad Junaid Khan, Shah Hassan, Gita Sukthankar |
| 2021 | PROV-GEM: Automated Provenance Analysis Framework using Graph Embeddings. | Maya Kapoor, Joshua Melton, Michael Ridenhour, Siddharth Krishnan, Thomas Moyer |
| 2021 | Deep Neural Networks for Detecting Asteroids in the ATLAS Data Pipeline. | Noah Kaplan, Rohan Loveland, Larry Denneau |