https://alessioborgi.github.io/portfolio/portfolio-1/ https://alessioborgi.github.io/portfolio/portfolio-2/ https://alessioborgi.github.io/blog/transformers/overview/ 2024-01-01T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/attention/ 2024-01-02T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/multi-head-attention/ 2024-01-03T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/positional-encodings/ 2024-01-04T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/pe-sinusoidal/ 2024-01-05T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/pe-learned/ 2024-01-06T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/pe-relative/ 2024-01-07T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/pe-rope/ 2024-01-08T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/pe-alibi/ 2024-01-09T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/bert/ 2024-01-10T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/gpt/ 2024-01-11T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/t5/ 2024-01-12T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/vit/ 2024-01-13T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/swin-transformer/ 2024-01-14T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/looped-transformers/ 2024-01-15T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/overview/ 2024-02-01T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/adjacency-matrix/ 2024-02-02T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-laplacian/ 2024-02-03T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/message-passing/ 2024-02-04T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gcn/ 2024-02-05T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gat/ 2024-02-06T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graphsage/ 2024-02-07T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gin/ 2024-02-08T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/scaled-dot-product-attention/ 2024-03-01T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/qkv-intuition/ 2024-03-02T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/attention-masks/ 2024-03-03T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/cross-attention/ 2024-03-04T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/encoder-decoder-architectures/ 2024-03-05T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/layer-normalization/ 2024-03-06T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/residual-connections/ 2024-03-07T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/feed-forward-networks/ 2024-03-08T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/transformer-block/ 2024-03-09T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/ntk-scaling/ 2024-03-10T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/yarn/ 2024-03-11T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/longrope/ 2024-03-12T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/patch-embeddings/ 2024-03-13T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/cls-token-vs-pooling/ 2024-03-14T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/deit/ 2024-03-15T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/mae/ 2024-03-16T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/clip/ 2024-03-17T00:00:00+00:00 https://alessioborgi.github.io/blog/transformers/flamingo-blip-vlms/ 2024-03-18T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/what-is-a-graph/ 2024-04-01T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-types/ 2024-04-02T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/homophily-heterophily/ 2024-04-03T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-tasks/ 2024-04-04T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-fourier-transform/ 2024-04-05T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/chebnet/ 2024-04-06T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/sgc/ 2024-04-07T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/appnp/ 2024-04-08T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-transformers/ 2024-04-09T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graphormer/ 2024-04-10T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/mpnn/ 2024-04-11T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/wl-test/ 2024-04-12T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/oversmoothing/ 2024-04-13T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/oversquashing/ 2024-04-14T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/oversmoothing-vs-oversquashing/ 2024-04-15T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnn-depth/ 2024-04-16T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/why-gnns-need-pe/ 2024-04-17T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/laplacian-pe/ 2024-04-18T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/rwpe/ 2024-04-19T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/shortest-path-encodings/ 2024-04-20T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/structural-vs-positional-pe/ 2024-04-21T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/sign-ambiguity/ 2024-04-22T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/global-pooling/ 2024-04-23T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/diffpool/ 2024-04-24T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/topkpool-sagpool/ 2024-04-25T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/set2set-attention-readout/ 2024-04-26T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-classification/ 2024-04-27T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/heterogeneous-graphs/ 2024-04-28T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/rgcn/ 2024-04-29T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/han/ 2024-04-30T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/kg-embeddings-vs-gnns/ 2024-05-01T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/temporal-knowledge-graphs/ 2024-05-02T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/static-vs-dynamic-graphs/ 2024-05-03T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/temporal-graph-networks/ 2024-05-04T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/graph-neural-odes/ 2024-05-05T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/spatio-temporal-gnns/ 2024-05-06T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/why-geometry-matters-gnns/ 2024-05-07T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/equivariance/ 2024-05-08T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/egnn/ 2024-05-09T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/se3-transformers/ 2024-05-10T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/tensor-field-networks/ 2024-05-11T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/molecular-gnns/ 2024-05-12T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/why-message-passing-not-enough/ 2024-05-13T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/what-is-a-sheaf/ 2024-05-14T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/sheaf-laplacian/ 2024-05-15T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/neural-sheaf-diffusion/ 2024-05-16T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/sheaf-map-types/ 2024-05-17T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/sheaf-gnns-heterophily/ 2024-05-18T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/equivariant-sheaf-gnns/ 2024-05-19T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/polynomial-neural-sheaf-diffusion/ 2024-05-20T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-molecules/ 2024-05-21T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-recommender-systems/ 2024-05-22T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-social-networks/ 2024-05-23T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-traffic/ 2024-05-24T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-knowledge-graphs/ 2024-05-25T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-robotics/ 2024-05-26T00:00:00+00:00 https://alessioborgi.github.io/blog/gnn/gnns-computer-vision/ 2024-05-27T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/overview/ 2025-06-01T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/what-is-a-sheaf/ 2025-06-02T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/cellular-sheaves-on-graphs/ 2025-06-03T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-cohomology/ 2025-06-04T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-laplacian-spectrum/ 2025-06-05T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/connection-laplacian-gauge-theory/ 2025-06-06T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/hansen-gebhart-2020/ 2025-06-07T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/neural-sheaf-diffusion/ 2025-06-08T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/polynomial-neural-sheaf-diffusion/ 2025-06-09T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-attention-networks/ 2025-06-10T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-map-parameterisation/ 2025-06-11T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/spectral-sheaf-convolution/ 2025-06-12T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/oversmoothing-theory/ 2025-06-13T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/heterophily-theory/ 2025-06-14T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/oversquashing-theory/ 2025-06-15T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-expressiveness/ 2025-06-16T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/hodge-decomposition/ 2025-06-17T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/simplicial-sheaves/ 2025-06-18T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/cosheaves/ 2025-06-19T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/multi-relational-sheaves/ 2025-06-20T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/temporal-sheaves/ 2025-06-21T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-transformers/ 2025-06-22T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/heterophily-benchmarks/ 2025-06-23T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/sheaf-molecular/ 2025-06-24T00:00:00+00:00 https://alessioborgi.github.io/blog/sheaf/open-problems/ 2025-06-25T00:00:00+00:00 https://alessioborgi.github.io/projects/adavit/ https://alessioborgi.github.io/projects/alpr/ https://alessioborgi.github.io/projects/amr-cleaningrobot/ https://alessioborgi.github.io/projects/autodrive-simulator/ https://alessioborgi.github.io/projects/bioheat-pinns/ https://alessioborgi.github.io/projects/careconnect/ https://alessioborgi.github.io/projects/clustering-deepening/ https://alessioborgi.github.io/projects/electriccompany-ticketing/ https://alessioborgi.github.io/projects/emailspamdetector/ https://alessioborgi.github.io/projects/helpdesksystem/ https://alessioborgi.github.io/projects/home-automation/ https://alessioborgi.github.io/projects/instasocial/ https://alessioborgi.github.io/projects/java-categorytheory/ https://alessioborgi.github.io/projects/ml-pipeline-optimization/ https://alessioborgi.github.io/projects/moonbot-navigation/ https://alessioborgi.github.io/projects/nsio/ https://alessioborgi.github.io/projects/pc-performance-monitoring/ https://alessioborgi.github.io/projects/polysheaf-railway/ https://alessioborgi.github.io/projects/qrcodegenerator/ https://alessioborgi.github.io/projects/realtime-vlm/ https://alessioborgi.github.io/projects/robomat/ https://alessioborgi.github.io/projects/rtad5g/ https://alessioborgi.github.io/projects/skinme/ https://alessioborgi.github.io/projects/stylealigned/ https://alessioborgi.github.io/projects/unidrive/ https://alessioborgi.github.io/projects/xgnn-graphgenrl/ https://alessioborgi.github.io/projects/z-samb/ https://alessioborgi.github.io/projects/z-saslm/ https://alessioborgi.github.io/publications/2025-06-10-z-saslm/ 2025-06-10T00:00:00+00:00 https://alessioborgi.github.io/publications/2025-12-02-polynomial-sheaf-diffusion/ 2025-12-02T00:00:00+00:00 https://alessioborgi.github.io/talks/2012-03-01-talk-1 2012-03-01T00:00:00+00:00 https://alessioborgi.github.io/talks/2013-03-01-tutorial-1 2013-03-01T00:00:00+00:00 https://alessioborgi.github.io/talks/2014-02-01-talk-2 2014-02-01T00:00:00+00:00 https://alessioborgi.github.io/talks/2014-03-01-talk-3 2014-03-01T00:00:00+00:00 https://alessioborgi.github.io/teaching/2014-spring-teaching-1 2014-01-01T00:00:00+00:00 https://alessioborgi.github.io/teaching/2015-spring-teaching-1 2015-01-01T00:00:00+00:00 https://alessioborgi.github.io/ https://alessioborgi.github.io/archive-layout-with-content/ https://alessioborgi.github.io/blog/ https://alessioborgi.github.io/categories/ https://alessioborgi.github.io/collection-archive/ https://alessioborgi.github.io/cv-json/ https://alessioborgi.github.io/cv/ https://alessioborgi.github.io/markdown/ https://alessioborgi.github.io/ml-blog/ https://alessioborgi.github.io/non-menu-page/ https://alessioborgi.github.io/page-archive/ https://alessioborgi.github.io/portfolio/ https://alessioborgi.github.io/projects/ https://alessioborgi.github.io/publications/ https://alessioborgi.github.io/sitemap/ https://alessioborgi.github.io/tags/ https://alessioborgi.github.io/talkmap.html https://alessioborgi.github.io/talks/ https://alessioborgi.github.io/teaching/ https://alessioborgi.github.io/terms/ https://alessioborgi.github.io/visiting-research/tohoku-2025/ https://alessioborgi.github.io/blog/ https://alessioborgi.github.io/markdown_generator/ https://alessioborgi.github.io/Z-SASLM.github.io-main/ 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/Z-SASLM.github.io-main/static/index_original.html 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/Z-SASLM.github.io-main/static/pdfs/sample.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/ACSAI_2023/ACSAI_Bachelor's_Degree.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/CVPR_2025/Z-SASLM_Poster.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/Comau_2019/Patentino_Robotica_Uso_e_Programmazione_COMAU.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/Dele_Espanol_2015/DELE.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/Diploma_2020/Diploma_Superiori.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/First_English_2020/FIRST.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/GenAI_Challenge_2025/GenAISafety_Certifications_Win.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/ITU_2024/ITU_Certification.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/M2L_2024/Alessio_Borgi_M2L.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/OxML_2025/0_OxML_MLx-Fundamentals.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/OxML_2025/1_OxML_Certificate_GenAI.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/OxML_2025/2_OxML_Health_&_Bio.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/OxML_2025/3_OxML_RepresentationLearning&GenAI.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/TESP_2025/Certificate_TESP-2025.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/paper1.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/paper2.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/paper3.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/slides1.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/slides2.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/files/slides3.pdf 2026-05-23T21:46:23+00:00 https://alessioborgi.github.io/talkmap/map.html 2026-05-23T21:46:23+00:00