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Workshop
Theoretical Insights into Line Graph Transformation on Graph Learning
Fan Yang · Xingyue Huang
Workshop
Learning Conformal Field Theory with Symbolic Regression: Recovering the Symbolic Expressions for the Energy Spectrum
Haotian Cao · Garrett Merz · Kyle Cranmer · Gary Shiu
Workshop
Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification
Benedict Aaron Tjandra · Federico Barbero · Michael Bronstein
Workshop
Enhancing Molecular Expressiveness through Multi-View Representations
Indra Priyadarsini S · Seiji Takeda · Lisa Hamada · Hajime Shinohara
Workshop
Remove Symmetries to Control Model Expressivity and Improve Optimization
Liu Ziyin · Yizhou Xu · Isaac Chuang
Workshop
Are Expressive Models Truly Necessary for Offline RL?
Guan Wang · Haoyi Niu · Jianxiong Li · Li Jiang · Jianming HU · Xianyuan Zhan
Workshop
ExpressivityArena: Can LLMs Express Information Implicitly?
Joshua Tint · Som Sagar · Aditya Taparia · Caleb Liu · Kelly Raines · Bimsara Pathiraja · Ransalu Senanayake
Workshop
Sat 15:40 Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
Yam Eitan
Workshop
Sat 15:50 Enhancing the Expressivity of Temporal Graph Networks through Source-Target Identification
Benedict Aaron Tjandra
Workshop
Sat 16:15 Style Mixture of Experts for Expressive Text-To-Speech Synthesis
Ahad Jawaid · Shreeram Suresh Chandra · Junchen Lu · Berrak Sisman
Poster
Fri 16:30 On the Expressive Power of Tree-Structured Probabilistic Circuits
Lang Yin · Han Zhao
Workshop
Efficient Bayesian Additive Regression Models For Microbiome and Gene Expression Studies
Tinghua Chen · Michelle Nixon · Justin Silverman