Seva Viliuga (@_ncyxx) 's Twitter Profile
Seva Viliuga

@_ncyxx

PhD candidate in bioinformatics / Protein design / Protein structure prediction

ID: 1430235763933913105

calendar_today24-08-2021 18:29:19

108 Tweet

50 Takipçi

163 Takip Edilen

Jianan Zhao (@andyjiananzhao) 's Twitter Profile Photo

Can one model generalize to unseen graphs with arbitrary feature and label spaces? 📢 Introducing GraphAny #ICLR25: A fully-inductive model for node classification. 🚀 Trained on one graph, GraphAny generalizes to any unseen graph. 📎 Paper: openreview.net/pdf?id=1Qpt43c… 1/🧵

Can one model generalize to unseen graphs with arbitrary feature and label spaces?
📢 Introducing GraphAny #ICLR25: A fully-inductive model for node classification.
🚀 Trained on one graph, GraphAny generalizes to any unseen graph.
📎 Paper: openreview.net/pdf?id=1Qpt43c…

1/🧵
Günter Klambauer (@gklambauer) 's Twitter Profile Photo

Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding Virtual nodes introduced that pass information via attention; reduces oversquashing; improves GNN on molecules; MD22!! P: arxiv.org/abs/2502.13797

Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding

Virtual nodes introduced that pass information via attention; reduces oversquashing; improves GNN on molecules; MD22!!

P: arxiv.org/abs/2502.13797
Max Welling (@wellingmax) 's Twitter Profile Photo

When I open the news every morning I am getting the feeling I am watching a bad version of Star Wars. And there is are more than one Darth Vaders in this series. Still searching for Luke Skywalker.

Sergey Ovchinnikov (@sokrypton) 's Twitter Profile Photo

Any billionaires with no idea what to do w/ their 💰 money? This could be your chance to stop the death of science, technically and innovation in America. Lots of PhD programs are being cancelled or reduced significantly in size across America... 🫣 wbur.org/news/2025/03/1…

owl (@owl_posting) 's Twitter Profile Photo

What could Alphafold 4 look like? (Sergey Ovchinnikov, Ep #3) 2 hours listening time (links below) To those in the (machine-learning for protein design) space, Dr. Sergey Ovchinnikov (Sergey Ovchinnikov) is a very, very well-recognized name. A recent MIT professor (circa early

Rouskin Lab (@rouskinlab) 's Twitter Profile Photo

At 15, I left all my family and friends and came to the US , ALONE, seeking a country where MERIT and HARD WORK mattered-not politics. For 30 years, I worked tirelessly, even doing reseach at MIT the day my mother died, knowing she’d want me to keep pushing forward. Today, my

At 15, I left all my family and friends and came to the US , ALONE, seeking a country where MERIT and HARD WORK mattered-not politics. For 30 years, I worked tirelessly, even doing reseach at MIT the day my mother died, knowing she’d want me to keep pushing forward. Today, my
The Year of the Graph (@theyotg) 's Twitter Profile Photo

The Geometric Deep Learning textbook: Chapter 5 - Graphs In multiple branches of science, from sociology to particle physics,graphs are a fundamental model of systems of relations and interactions. Graphs give rise to a basic type of symmetry modelled by the group

The Geometric Deep Learning textbook: Chapter 5 - Graphs

In multiple branches of science, from sociology to particle physics,graphs are a fundamental model of systems of relations and interactions.

Graphs give rise to a basic type of symmetry modelled by the group