| 2024 | IJCNN | Use of External Markers by Reactive Agents as an Easier Evolutionary Route Toward Memory. | Shivashriganesh P. Mahato, Shreyes Kaliyur, Ji Ryang Chung, Yoonsuck Choe |
| 2023 | IJCNN | Evolution of Proxy Use in Neural Network Controllers for Crowd Modeling. | Jin Huang, Yoonsuck Choe |
| 2021 | DocEng | Recognizing creative visual design: multiscale design characteristics in free-form web curation documents. | Ajit Jain, Andruid Kerne, Nic Lupfer, Gabriel Britain, Aaron Perrine, Yoonsuck Choe, John Keyser, Ruihong Huang |
| 2021 | ICONIP | Video Face Recognition with Audio-Visual Aggregation Network. | Qinbo Li, Qing Wan, Sang-Heon Lee, Yoonsuck Choe |
| 2021 | IJCNN | Emergence of Different Modes of Tool Use in a Reaching and Dragging Task. | Khuong N. Nguyen, Yoonsuck Choe |
| 2021 | IJCNN | Online Virtual Training in Soft Actor-Critic for Autonomous Driving. | Maryam Savari, Yoonsuck Choe |
| 2020 | AAAI | Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks. | Jaedeok Kim, Chiyoun Park, Hyun-Joo Jung, Yoonsuck Choe |
| 2020 | AAAI | Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model (Student Abstract). | Qing Wan, Yoonsuck Choe |
| 2019 | AAAI | Comparing Sample-Wise Learnability across Deep Neural Network Models. | Seung-Geon Lee, Jaedeok Kim, Hyun-Joo Jung, Yoonsuck Choe |
| 2019 | ICASSP | An Attention-aware Bidirectional Multi-residual Recurrent Neural Network (Abmrnn): A Study about Better Short-term Text Classification. | Ye Wang, Han Wang, Xinxiang Zhang, Theodora Chaspari, Yoonsuck Choe, Mi Lu |
| 2019 | IJCNN | Speeding Up Affordance Learning for Tool Use, Using Proprioceptive and Kinesthetic Inputs. | Khuong N. Nguyen, Jaewook Yoo, Yoonsuck Choe |
| 2019 | INDIN | English Out-of-Vocabulary Lexical Evaluation Task. | Han Wang, Ye Wang, Xinxiang Zhang, Mi Lu, Yoonsuck Choe, Jingjing Cao |
| 2017 | IJCNN | Dynamic control using feedforward networks with adaptive delay and facilitating neural dynamics. | Khuong N. Nguyen, Yoonsuck Choe |
| 2017 | IJCNN | Emergence of tool construction in an articulated limb controlled by evolved neural circuits. | Randall Reams, Yoonsuck Choe |
| 2017 | IJCNN | Evaluating deep learning in chum prediction for everything-as-a-service in the cloud. | Chul Sung, Chunhui Y. Higgins, Bo Zhang, Yoonsuck Choe |
| 2016 | DSAA | Data-Driven Sales Leads Prediction for Everything-as-a-Service in the Cloud. | Chul Sung, Bo Zhang, Chunhui Y. Higgins, Yoonsuck Choe |
| 2016 | IJCNN | Analysis of tool use strategies in evolved neural circuits controlling an articulated limb. | Michael Freitag, Yoonsuck Choe |
| 2016 | IJCNN | Motor-based autonomous grounding in a model of the fly optic flow system. | Amey Parulkar, Yoonsuck Choe |
| 2016 | IJCNN | Dynamical analysis of recurrent neural circuits in articulated limb controllers for tool use. | Han Wang, Qinbo Li, Jaewook Yoo, Yoonsuck Choe |
| 2016 | ISVC | Automated Reconstruction of Neurovascular Networks in Knife-Edge Scanning Microscope Rat Brain Nissl Data Set. | Wookyung An, Yoonsuck Choe |
| 2015 | CogSci | Assessing Emotions by Cursor Motions: An Affective Computing Approach. | Takashi Yamauchi, Hwaryong Seo, Yoonsuck Choe, Casady Bowman, Kunchen Xiao |
| 2015 | IJCNN | Random-forest-based automated cell detection in Knife-Edge Scanning Microscope rat Nissl data. | Shashwat Lal Das, John Keyser, Yoonsuck Choe |
| 2015 | IJCNN | Emergence of tool use in an articulated limb controlled by evolved neural circuits. | Qinbo Li, Jaewook Yoo, Yoonsuck Choe |
| 2013 | IJCNN | Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data. | Chul Sung, Jongwook Woo, Matthew Goodman, Todd Huffman, Yoonsuck Choe |
| 2011 | AAAI | Action-Based Autonomous Grounding. | Yoonsuck Choe |
| 2011 | AAAI | Scaling Up Reinforcement Learning through Targeted Exploration. | Timothy A. Mann, Yoonsuck Choe |
| 2011 | IJCNN | Knife-edge scanning microscopy for connectomics research. | Yoonsuck Choe, David Mayerich, Jaerock Kwon, Daniel E. Miller, Ji Ryang Chung, Chul Sung, John Keyser, Louise C. Abbott |
| 2011 | ISVC | Ground Truth Estimation by Maximizing Topological Agreements in Electron Microscopy Data. | Huei-Fang Yang, Yoonsuck Choe |
| 2011 | ISVC | An Interactive Editing Framework for Electron Microscopy Image Segmentation. | Huei-Fang Yang, Yoonsuck Choe |
| 2010 | ICASSP | Learning alpha-integration with partially-labeled data. | Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonsuck Choe |
| 2010 | ICASSP | Alpha-integration of multiple evidence. | Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonsuck Choe |
| 2010 | ISVC | Electron Microscopy Image Segmentation with Graph Cuts Utilizing Estimated Symmetric Three-Dimensional Shape Prior. | Huei-Fang Yang, Yoonsuck Choe |
| 2010 | PRICAI | Manifold Alpha-Integration. | Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonseop Kang, Yoonsuck Choe |
| 2009 | ICONIP | Probabilistic Combination of Multiple Evidence. | Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonseop Kang, Yoonsuck Choe |
| 2009 | IJCNN | Evolution of recollection and prediction in neural networks. | Ji Ryang Chung, Jaerock Kwon, Yoonsuck Choe |
| 2009 | IJCNN | Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection. | Donghyeop Han, Heeyoul Choi, Choonseog Park, Yoonsuck Choe |
| 2009 | ICTAI | Emergence of Memory-like Behavior in Reactive Agents Using External Markers. | Ji Ryang Chung, Yoonsuck Choe |
| 2008 | AAAI | Manifold Integration with Markov Random Walks. | Heeyoul Choi, Seungjin Choi, Yoonsuck Choe |
| 2008 | GRC | Effects of Varying the Delay Distribution in Random, Scale-free, and Small-world Networks. | Bum Soon Jang, Timothy A. Mann, Yoonsuck Choe |
| 2008 | ICPR | Relative advantage of touch over vision in the exploration of texture. | Yoon Ho Bai, Choonseog Park, Yoonsuck Choe |
| 2008 | ICPR | Kernel oriented discriminant analysis for speaker-independent phoneme spaces. | Heeyoul Choi, Ricardo Gutierrez-Osuna, Seungjin Choi, Yoonsuck Choe |
| 2007 | IJCNN | Enhanced Facilitatory Neuronal Dynamics for Delay Compensation. | Jaerock Kwon, Yoonsuck Choe |
| 2006 | AAAI | Motion-Based Autonomous Grounding: Inferring External World Properties from Encoded Internal Sensory States Alone. | Yoonsuck Choe, Noah H. Smith |
| 2006 | AAAI | Salience in Orientation-Filter Response Measured as Suspicious Coincidence in Natural Images. | Subramonia Sarma, Yoonsuck Choe |
| 2006 | GECCO | Facilitating neural dynamics for delay compensation and prediction in evolutionary neural networks. | Heejin Lim, Yoonsuck Choe |
| 2006 | IJCNN | Delay Compensation Through Facilitating Synapses and STDP: A Neural Basis for Orientation Flash-Lag Effect. | Heejin Lim, Yoonsuck Choe |
| 2005 | IJCNN | Facilitatory neural activity compensating for neural delays as a potential cause of the flash-lag effect. | Heejin Lim, Yoonsuck Choe |
| 2003 | IJCNN | Processing of analogy in the thalamocortical circuit. | Yoonsuck Choe |
| 2003 | IJCNN | Detecting salient contours using orientation energy distribution. | Hyeon-Cheol Lee, Yoonsuck Choe |
| 2000 | AAAI | A Self-Organizing Neural Network for Contour Integration through Synchronized Firing. | Yoonsuck Choe, Risto Miikkulainen |
| 1998 | ICONIP | A Self-Organizing Neural Network Model of the Primary Visual Cortex. | Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, Joseph Sirosh |
| 1997 | IJCAI | Self-Organization and Segmentation with Laterally Connected Spiking Neurons. | Yoonsuck Choe, Risto Miikkulainen |