| 2026 | ESANN | Interpretable Parametric Neighbour Embedding. | Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt |
| 2026 | ESANN | Multi-Scale Stochastic Neighbor Embedding with Twice Adaptive Bandwidths. | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2025 | ESANN | Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence\\ across neighborhoods as a pseudo-distance? | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2024 | ESANN | Forget early exaggeration in t-SNE: early hierarchization preserves global structure. | John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2024 | ESANN | Estimated neighbour sets and smoothed sampled global interactions are sufficient for a fast approximate tSNE. | Pierre Lambert, Edouard Couplet, Cyril de Bodt, John A. Lee |
| 2023 | ESANN | On the number of latent representations in deep neural networks for tabular data. | Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt |
| 2023 | ESANN | Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration. | Pierre Lambert, John A. Lee, Edouard Couplet, Cyril de Bodt |
| 2022 | CIKM | Globally local and fast explanations of t-SNE-like nonlinear embeddings. | Pierre Lambert, Rebecca Marion, Julien Albert, Emmanuel Jean, Sacha Corbugy, Cyril de Bodt |
| 2021 | ESANN | Stochastic quartet approach for fast multidimensional scaling. | Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee |
| 2021 | ESANN | Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding. | Pierre Lambert, John A. Lee, Michel Verleysen, Cyril de Bodt |
| 2017 | IROS | 1D manipulation of a micrometer size particle actuated via thermocapillary convective flows. | Ronald Terrazas Mallea, Aude Bolopion, Jean-Charles Beugnot, Pierre Lambert, Michal Gauthier |
| 2011 | ICRA | Parallel microrobot actuated by capillary effects. | Cyrille Lenders, Michal Gauthier, Pierre Lambert |
| 2011 | ICRA | Modeling and implementation of nanoscale robotic grasping. | Hui Xie, Pierre Lambert, Stephane Rgnier |
| 2009 | IROS | Microbubble generation using a syringe pump. | Cyrille Lenders, Michal Gauthier, Pierre Lambert |
| 2008 | IROS | Effects of relative humidity on capillary force and applicability of these effects in micromanipulation. | Nicolas Bastin, Alexandre Chau, Alain Delchambre, Pierre Lambert |
| 2006 | IPAS | Design of a Capillary Gripper for a Submillimetric Application. | Pierre Lambert, Frank Seigneur, Sandra Koelemeijer, Jacques Jacot |