| 2024 | Tencon | Artificial Intelligence to Expedite Thermal Index Testing and Accelerate Polymer Regulatory Approvals. | Shirley Xue Wang, Jessica Hemond, Charles Chen, Rodney Martens |
| 2022 | ACL | Guided K-best Selection for Semantic Parsing Annotation. | Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, Benjamin Van Durme |
| 2022 | ACL | Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation. | Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme |
| 2021 | EMNLP | Constrained Language Models Yield Few-Shot Semantic Parsers. | Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme |
| 2020 | CATA | Optimize Neural Network Algorithm of Missing Value Imputation for Clustering Chocolate Product Types Following "STEAMS" Methodology. | Mason Chen, Charles Chen |
| 2020 | WACV | Figure Captioning with Relation Maps for Reasoning. | Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Ryan A. Rossi |
| 2019 | NAACL | Context Dependent Semantic Parsing over Temporally Structured Data. | Charles Chen, Razvan C. Bunescu |
| 2018 | CIKM | Predictive Analysis by Leveraging Temporal User Behavior and User Embeddings. | Charles Chen, Sungchul Kim, Hung Bui, Ryan A. Rossi, Eunyee Koh, Branislav Kveton, Razvan C. Bunescu |
| 2017 | IJCNLP | An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering. | Charles Chen, Razvan C. Bunescu |
| 2016 | Interspeech | Tone Classification in Mandarin Chinese Using Convolutional Neural Networks. | Charles Chen, Razvan C. Bunescu, Li Xu, Chang Liu |
| 2012 | DIMVA | Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications. | Steve Hanna, Ling Huang, Edward XueJun Wu, Saung Li, Charles Chen, Dawn Song |
| 2000 | ICCCN | Dynamic bandwidth allocation for the HFC DOCSIS MAC protocol. | Mamdouh Droubi, Nasser E. Idirene, Charles Chen |