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Workshop
Are Spiking Neural Networks more expressive than Artificial Neural Networks?
Manjot Singh · Adalbert Fono · Gitta Kutyniok
Workshop
Automated distillation of genomic equations governing single cell gene expression
Edouardo Honig · Frederique Ruf Zamojski · Stuart Sealfon · Ying Nian Wu · Zijun Frank Zhang
Workshop
How does over-squashing affect the power of GNNs?
Francesco Di Giovanni · T. Konstantin Rusch · Michael Bronstein · Andreea-Ioana Deac · Marc Lackenby · Siddhartha Mishra · Petar Veličković
Workshop
The Expressive Power of Transformers with Chain of Thought
William Merrill · Ashish Sabharwal
Workshop
Enhancing the local expressivity of geometric graph neural networks
Sam Walton Norwood · Lars L Schaaf · Ilyes Batatia · Arghya Bhowmik · Gabor Csanyi
Workshop
Sat 7:50 Contributed talk | CodonBERT: Large Language Models for mRNA design and optimization
Sizhen Li · Saeed Moayedpour · Ruijiang Li · Michael Bailey · Saleh Riahi · Milad Miladi · Jacob Miner · Dinghai Zheng · Jun Wang · Akshay Balsubramani · Khang Tran · Minnie · Monica Wu · Xiaobo Gu · Ryan Clinton · Carla Asquith · Joseph Skaleski · Lianne Boeglin · Sudha Chivukula · Anusha Dias · Fernando Ulloa Montoya · Vikram Agarwal · Ziv Bar-Joseph · Sven Jager
Workshop
Are Spiking Neural Networks more expressive than Artificial Neural Networks?
Manjot Singh · Adalbert Fono · Gitta Kutyniok
Workshop
Sat 13:30 Breaking Barriers to Creative Expression: Co-Designing and Implementing an Accessible Text-to-Image Interface
Atieh Taheri · Mohammad Izadi · Gururaj Shriram · Negar Rostamzadeh · Shaun Kane
Poster
Tue 15:15 Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs
Dingmin Wang · Yeyuan Chen
Poster
Tue 8:45 SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
Zhongang Cai · Wanqi Yin · Ailing Zeng · CHEN WEI · Qingping SUN · Wang Yanjun · Hui En Pang · Haiyi Mei · Mingyuan Zhang · Lei Zhang · Chen Change Loy · Lei Yang · Ziwei Liu
Poster
Thu 15:00 The expressive power of pooling in Graph Neural Networks
Filippo Maria Bianchi · Veronica Lachi
Poster
Thu 15:00 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
Jiaming Guo · Rui Zhang · Shaohui Peng · Qi Yi · Xing Hu · Ruizhi Chen · Zidong Du · xishan zhang · Ling Li · Qi Guo · Yunji Chen