| 2025 | GECCO | Giving Simulated Cells a Voice: Evolving Prompt-to-Intervention Models for Cellular Control. | Nam Le, Patrick Erickson, Yanbo Zhang, Michael Levin, Josh C. Bongard |
| 2025 | ICAART | Improving Temporal Knowledge Graph Forecasting via Multi-Rewards Mechanism and Confidence-Guided Tensor Decomposition Reinforcement Learning. | Nam Le, Thanh Le, Bac Le |
| 2025 | ICAART | Improving Temporal Knowledge Graph Completion via Tensor Decomposition with Relation-Time Context and Multi-Time Perspective. | Nam Le, Thanh Le, Bac Le |
| 2025 | ICDM | TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening. | Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo |
| 2025 | ISM | Evaluating the Emerging MPEG Video Coding for Machines in Semantic Segmentation. | Khoa Dang Pham, Farhad Pakdaman, Honglei Zhang, Hamed Rezazadegan Tavakoli, Nam Le, Jukka I. Ahonen, Moncef Gabbouj |
| 2025 | WACV | From Visual Explanations to Counterfactual Explanations with Latent Diffusion. | Tung Luu, Nam Le, Duc Le, Bac Le |
| 2024 | ICIP | Competitive Learning For Achieving Content-Specific Filters In Video Coding For Machines. | Honglei Zhang, Jukka I. Ahonen, Nam Le, Ruiying Yang, Francesco Cricri |
| 2023 | ISM | NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines. | Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu |
| 2023 | MMSP | Region of Interest Enabled Learned Image Coding for Machines. | Jukka I. Ahonen, Nam Le, Honglei Zhang, Francesco Cricri, Esa Rahtu |
| 2022 | ACIIDS | Embedding Model with Attention over Convolution Kernels and Dynamic Mapping Matrix for Link Prediction. | Thanh Le, Nam Le, Bac Le |
| 2022 | ICIP | Bridging the Gap Between Image Coding for Machines and Humans. | Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu |
| 2021 | ICASSP | Image Coding For Machines: an End-To-End Learned Approach. | Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Esa Rahtu |
| 2021 | ISM | Learned Enhancement Filters for Image Coding for Machines. | Jukka I. Ahonen, Ramin Ghaznavi Youvalari, Nam Le, Honglei Zhang, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu |
| 2021 | ISM | Enhancing Image Coding for Machines with Compressed Feature Residuals. | Joni Seppl, Honglei Zhang, Nam Le, Ramin Ghaznavi Youvalari, Francesco Cricri, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu |
| 2019 | CEC | How Learning Strategies Can Promote an Evolving Population in Dynamic Environments. | Nam Le, Michael O'Neill, Anthony Brabazon |
| 2019 | GECCO | Evolutionary consequences of learning strategies in a dynamic rugged landscape. | Nam Le, Michael O'Neill, Anthony Brabazon |
| 2019 | GECCO | Evolution and self-teaching in neural networks: another comparison when the agent is more primitively conscious. | Nam Le |
| 2018 | CEC | The Baldwin Effect Reconsidered Through the Prism of Social Learning. | Nam Le, Michael O'Neill, Anthony Brabazon |
| 2018 | Interspeech | Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization. | Nam Le, Jean-Marc Odobez |
| 2018 | PPSN | Adaptive Advantage of Learning Strategies: A Study Through Dynamic Landscape. | Nam Le, Michael O'Neill, Anthony Brabazon |
| 2017 | CBMI | Towards large scale multimedia indexing: A case study on person discovery in broadcast news. | Nam Le, Herv Bredin, Gabriel Sargent, Miquel India, Paula Lopez-Otero, Claude Barras, Camille Guinaudeau, Guillaume Gravier, Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton K. G. Patrocnio Jr., Silvio Jamil Ferzoli Guimares, Gerard Mart, Josep Ramon Morros, Javier Hernando, Laura Doco Fernndez, Carmen Garca-Mateo, Sylvain Meignier, Jean-Marc Odobez |
| 2017 | CEC | Social Grammatical Evolution with imitation learning for real-valued function estimation. | Nam Le, Michael O'Neill, David Fagan, Anthony Brabazon |
| 2017 | ICMI | A domain adaptation approach to improve speaker turn embedding using face representation. | Nam Le, Jean-Marc Odobez |
| 2016 | CEC | Complexity measures in Genetic Programming learning: A brief review. | Nam Le, Hoai Nguyen Xuan, Anthony Brabazon, Thuong Pham Thi |
| 2016 | ECAI | The EUMSSI Project - Event Understanding through Multimodal Social Stream Interpretation. | Jens Grivolla, Yannick Estve, Eelco Herder, Nam Le, Kay Macquarrie, Ral Marn, Sylvain Meignier, Maite Melero, Jean-Marc Odobez, Susanne Preu |
| 2016 | ECCV | Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection. | Nam Le, Alexandre Heili, Jean-Marc Odobez |
| 2016 | ICPR | Temporally subsampled detection for accurate and efficient face tracking and diarization. | Nam Le, Alexandre Heili, Di Wu, Jean-Marc Odobez |