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Workshop
Transformer-Based Large Language Models Are Not General Learners: A Universal Circuit Perspective
Yang Chen · Yitao Liang · Zhouchen Lin
Poster
Wed 8:45 Blockwise Parallel Transformers for Large Context Models
Hao Liu · Pieter Abbeel
Workshop
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers
Byung-Hoon Kim · Jungwon Choi · EungGu Yun · Kyungsang Kim · Xiang Li · Juho Lee
Workshop
READ: Recurrent Adaptation of Large Transformers
Sid Wang · John Nguyen · Ke Li · Carole-Jean Wu
Workshop
Fri 13:50 Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
Eduardo Soares · Vidushi Sharma · Emilio Vital Brazil · Renato Cerqueira · Young-Hye Na
Poster
Wed 8:45 H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training
Yuzhong Wang · Xu Han · Weilin Zhao · Guoyang Zeng · Zhiyuan Liu · Maosong Sun
Workshop
Teaching Arithmetic to Small Transformers
Nayoung Lee · Kartik Sreenivasan · Jason Lee · Kangwook Lee · Dimitris Papailiopoulos
Poster
Wed 15:00 The geometry of hidden representations of large transformer models
Lucrezia Valeriani · Diego Doimo · Francesca Cuturello · Alessandro Laio · Alessio Ansuini · Alberto Cazzaniga
Workshop
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction
Eduardo Soares · Emilio Vital Brazil · Karen Fiorella Gutierrez · Renato Cerqueira · Daniel Sanders · Kristin Schmidt · Dmitry Zubarev
Poster
Wed 15:00 SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
Qitian Wu · Wentao Zhao · Chenxiao Yang · Hengrui Zhang · Fan Nie · Haitian Jiang · Yatao Bian · Junchi Yan
Workshop
Sat 13:55 Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR
Shams Azam · Martin Pelikan · Vitaly Feldman · Kunal Talwar · Jan Silovsky · Tatiana Likhomanenko
Workshop
Paper 30: Transforming Healthcare Education: Harnessing Large Language Models for Frontline Health Worker Capacity Building using Retrieval-Augmented Generation
Yasmina Al Ghadban · Huiqi Yvonne Lu · Uday Adavi · Ankita · Sridevi Gara · Neelanjana Das · Bhaskar Kumar · Renu Johns · Praveen Devarsetty · Jane Hirst · Uday Adavi