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Workshop
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network
Akihiro Kishimoto · Hiroshi Kajino · Hirose Masataka · Junta Fuchiwaki · Indra Priyadarsini S · Lisa Hamada · Hajime Shinohara · Daiju Nakano · Seiji Takeda
Affinity Workshop
Mon 13:30 From Sequence to Structure: A Novel GNN-LM Framework for Predicting Protein Secondary Structures
Disha Varshney · Samarth Garg · Sarthak Tyagi · Deeksha Varshney · Nayan Deep
Poster
Wed 8:45 MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
Lecheng Kong · Jiarui Feng · Hao Liu · Dacheng Tao · Yixin Chen · Muhan Zhang
Workshop
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks
Simiao Zuo · Haoming Jiang · Qingyu Yin · Xianfeng Tang · Bing Yin · Tuo Zhao
Poster
Tue 15:15 MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data
Tianyu Liu · Yuge Wang · Rex Ying · Hongyu Zhao
Workshop
AbLEF: Antibody Language Ensemble Fusion for thermodynamically empowered property predictions
Zachary Rollins · Talal Widatalla · Andrew Waight · Alan Cheng · Essam Metwally
Workshop
Inpainting Protein Sequence and Structure with ProtFill
Elizaveta Kozlova · Arthur Valentin · Daniel Nakhaee-Zadeh Gutierrez
Workshop
Protein Inpainting Co-Design with ProtFill
Elizaveta Kozlova · Arthur Valentin · Daniel Nakhaee-Zadeh Gutierrez
Workshop
PAN: Expressiveness of GNNs with Paths
Caterina Graziani · Tamara Drucks · Monica Bianchini · Franco Scarselli · Thomas Gärtner
Workshop
An Energy Based Model for Incorporating Sequence Priors for Target-Specific Antibody Design
Steffanie Paul · Yining Huang · Debora Marks
Workshop
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
Taraneh Younesian · Thiviyan Thanapalasingam · Emile van Krieken · Daniel Daza · Peter Bloem
Workshop
Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs
Dolores Garcia · Gregor Kržmanc · Philipp Zehetner · Jan Kieseler · Michele Selvaggi