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36 Results
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Poster
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Fri 11:00 |
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks Paolo Pellizzoni · Till Hendrik Schulz · Dexiong Chen · Karsten Borgwardt |
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Poster
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Wed 16:30 |
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics Zhoutong Wu · Yimu Zhang · Cong Fang · Zhouchen Lin |
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Poster
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Wed 11:00 |
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Changli Wu · qi chen · Jiayi Ji · Haowei Wang · Yiwei Ma · You Huang · Gen Luo · Hao Fei · Xiaoshuai Sun · Rongrong Ji |
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Poster
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Thu 16:30 |
Easy Regional Contrastive Learning of Expressive Fashion Representations Daiqing Qi · Handong Zhao · Sheng Li |
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Poster
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Wed 11:00 |
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform Aditya Desai · Kimia Saedi · Apoorv Walia · Jihyeong Lee · Keren Zhou · Anshumali Shrivastava |
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Poster
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Thu 16:30 |
The Expressive Capacity of State Space Models: A Formal Language Perspective Yash Sarrof · Yana Veitsman · Michael Hahn |
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Workshop
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Towards Principled Graph Transformers Luis Müller · Daniel Kusuma · Blai Bonet · Christopher Morris |
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Workshop
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Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity Yam Eitan · Yoav Gelberg · Guy Bar-Shalom · Fabrizio Frasca · Michael Bronstein · Haggai Maron |
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Workshop
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Sun 16:30 |
Is Expressivity Essential for the Predictive Performance of Graph Neural Networks? Fabian Jogl · Pascal Welke · Thomas Gärtner |
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Workshop
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A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers Will Merrill · Ashish Sabharwal |
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Workshop
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Transformers are Efficient Compilers, Provably Xiyu Zhai · Runlong Zhou · Liao Zhang · Simon Du |
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Workshop
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Scaling Dense Representations for Single Cell Gene Expression with Transcriptome-Scale Context Nicholas Ho · Caleb Ellington · Jinyu Hou · Sohan Addagudi · Shentong Mo · Tianhua Tao · Yonghao Zhuang · Hongyi Wang · Xingyi Cheng · Eric Xing · Le Song |