Mansi, Tommaso

14 publications

ICLR 2025 Beyond Sequence: Impact of Geometric Context for RNA Property Prediction Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao

ICML 2025 Geometric Hyena Networks for Large-Scale Equivariant Learning Artem Moskalev, Mangal Prakash, Junjie Xu, Tianyu Cui, Rui Liao, Tommaso Mansi

ICLRW 2025 HARMONY: A Multi-Representation Framework for RNA Property Prediction Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao

ICLR 2025 HELM: Hierarchical Encoding for mRNA Language Modeling Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao

ICML 2025 InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui, Song-Jun Xu, Artem Moskalev, Shuwei Li, Tommaso Mansi, Mangal Prakash, Rui Liao

ICLRW 2025 InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui, Song-Jun Xu, Artem Moskalev, Shuwei Li, Tommaso Mansi, Mangal Prakash, Rui Liao

NeurIPS 2025 TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence Feng Jiang, Mangal Prakash, Hehuan Ma, Jianyuan Deng, Yuzhi Guo, Amina Mollaysa, Tommaso Mansi, Rui Liao, Junzhou Huang

NeurIPSW 2024 Beyond Sequence: Impact of Geometric Context for RNA Property Prediction Junjie Xu, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao

NeurIPSW 2024 Bridging Biomolecular Modalities for Knowledge Transfer in Bio-Language Models Mangal Prakash, Artem Moskalev, Peter DiMaggio Jr., Steven Combs, Tommaso Mansi, Justin Scheer, Rui Liao

NeurIPSW 2024 HELM: Hierarchical Encoding for mRNA Language Modeling Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao

ICMLW 2024 SE(3)-Hyena Operator for Scalable Equivariant Learning Artem Moskalev, Mangal Prakash, Rui Liao, Tommaso Mansi

MIDL 2023 Automatic Planning of Liver Tumor Thermal Ablation Using Deep Reinforcement Learning Krishna Chaitanya, Chloé Audigier, Laura Elena Balascuta, Tommaso Mansi

AAAI 2018 Dilated FCN for Multi-Agent 2D/3D Medical Image Registration Shun Miao, Sebastien Piat, Peter Walter Fischer, Ahmet Tuysuzoglu, Philip Walter Mewes, Tommaso Mansi, Rui Liao

AAAI 2017 An Artificial Agent for Robust Image Registration Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu