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Workshop
GAD-EBM: Graph Anomaly Detection using Energy-Based Models
Amit Roy · Juan Shu · Olivier Elshocht · Jeroen Smeets · Ruqi Zhang · Pan Li
Poster
Tue 15:15 Training Energy-Based Normalizing Flow with Score-Matching Objectives
Chen-Hao Chao · Wei-Fang Sun · Yen-Chang Hsu · Zsolt Kira · Chun-Yi Lee
Poster
Wed 8:45 Unifying GANs and Score-Based Diffusion as Generative Particle Models
Jean-Yves Franceschi · Mike Gartrell · Ludovic Dos Santos · Thibaut Issenhuth · Emmanuel de Bézenac · Mickael Chen · Alain Rakotomamonjy
Workshop
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues
Sungryull Sohn · Yiwei Lyu · Anthony Liu · Lajanugen Logeswaran · Dong-Ki Kim · Dongsub Shim · Honglak Lee
Poster
Thu 15:00 Secure Out-of-Distribution Task Generalization with Energy-Based Models
Shengzhuang Chen · Long-Kai Huang · Jonathan Richard Schwarz · Yilun Du · Ying Wei
Workshop
Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction
Samuel Yang · Shutong Li · Subhashini Venugopalan · Vahe Tshitoyan · Muratahan Aykol · Amil Merchant · Ekin Dogus Cubuk · Gowoon Cheon
Poster
Wed 15:00 Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery
Yuxin Wen · Neel Jain · John Kirchenbauer · Micah Goldblum · Jonas Geiping · Tom Goldstein
Affinity Workshop
Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility?
Shabaz Patel · Mohamed Kane
Workshop
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Seonghyeon Ye · Doyoung Kim · Sungdong Kim · Hyeonbin Hwang · Seungone Kim · Yongrae Jo · James Thorne · Juho Kim · Minjoon Seo
Poster
Wed 15:00 GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
Haiteng Zhao · Shengchao Liu · Ma Chang · Hannan Xu · Jie Fu · Zhihong Deng · Lingpeng Kong · Qi Liu
Workshop
DIFFMASIF: Score-Based Diffusion Models for Protein Surfaces
Mehmet Akdel · Freyr Sverrisson · Dylan Abramson · Jean Feydy · Alexander Goncearenco · Yusuf Adeshina · Daniel Kovtun · Céline Marquet · Xuejin Zhang · David Baugher · Zachary Carpenter · Luca Naef · Michael Bronstein · Bruno Correia
Poster
Thu 15:00 Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
Elena Sizikova · Niloufar Saharkhiz · Diksha Sharma · Miguel Lago · Berkman Sahiner · Jana Delfino · Aldo Badano