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Workshop
Perovs-Dopants: Machine Learning Potentials for Doped Bulk Structures
Xiaoxiao Wang · Suehyun Park · Santiago Miret
Workshop
Sun 8:30 Machine Learning in Structural Biology
Gabriele Corso · Simon Duerr · Gina El Nesr · Zeming Lin · Sergey Ovchinnikov · Vignesh Ram Somnath · Hannah Wayment-Steele
Poster
Fri 16:30 A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
Mingjia Li · Shuo Liu · Hong Qian · Aimin Zhou
Poster
Wed 16:30 DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
Shangqian Gao · Chi-Heng Lin · Ting Hua · Zheng Tang · Yilin Shen · Hongxia Jin · Yen-Chang Hsu
Workshop
Understanding Protein-DNA Interactions by Paying Attention to Protein and Genomics Foundation Models
Dhruva Rajwade · Erica Wang · Aryan Satpathy · Alexander Brace · Hongyu Guo · Arvind Ramanathan · Shengchao Liu · Animashree Anandkumar
Poster
Wed 16:30 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
Changwoo Lee · Soo Min Kwon · Qing Qu · Hun-Seok Kim
Workshop
Structured In-Context Task Representations
Core Francisco Park · Andrew Lee · Ekdeep S Lubana · Kento Nishi · Maya Okawa · Hidenori Tanaka
Poster
Fri 11:00 Learning Superconductivity from Ordered and Disordered Material Structures
Pin Chen · Luoxuan Peng · Rui Jiao · Qing Mo · Zhen Wang · Wenbing Huang · Yang Liu · Yutong Lu
Workshop
Transfer Learning in Materials Informatics: structure-property relationships through minimal but highly informative multimodal input
Dario Massa · Grzegorz Kaszuba · Stefanos Papanikolaou · Piotr Sankowski
Workshop
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
David Schnurr · Kai Helli · Noah Hollmann · Samuel Müller · Frank Hutter
Workshop
MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
Qianggang Ding · Santiago Miret · Bang Liu
Poster
Thu 16:30 Group and Shuffle: Efficient Structured Orthogonal Parametrization
Mikhail Gorbunov · Nikolay Yudin · Vera Soboleva · Aibek Alanov · Alexey Naumov · Maxim Rakhuba