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Poster
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Thu 11:00
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Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
Yiming Wang · Pei Zhang · Baosong Yang · Derek Wong · Zhuosheng Zhang · Rui Wang
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Workshop
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CAFA: Coding as Auto-Formulation Can Boost Large Language Models in Solving Linear Programming Problem
Haoxuan Deng · Bohao Zheng · YURI JIANG · Trung Tran
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Workshop
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Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning
Aryan Gulati · Brando Miranda · Eric Chen · Emily Xia · Kai Fronsdal · Bruno de Moraes Dumont · Sanmi Koyejo
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Poster
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Thu 11:00
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Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
Yibo Miao · Yinpeng Dong · Jinlai Zhang · Lijia Yu · Xiao Yang · Xiao-Shan Gao
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Poster
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Wed 11:00
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Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
Yihan Wang · Yifan Zhu · Xiao-Shan Gao
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Poster
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Fri 16:30
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T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
Yibo Miao · Yifan Zhu · Lijia Yu · Jun Zhu · Xiao-Shan Gao · Yinpeng Dong
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Workshop
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Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes
Jesse He · Helen Jenne · Herman Chau · Davis Brown · Mark Raugas · Sara Billey · Henry Kvinge
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Workshop
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CausalBench: A Comprehensive Benchmark for Evaluating Causal Reasoning Capabilities of Large Language Models
ZEYU WANG
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Workshop
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Sat 8:50
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Mathematics of Modern Machine Learning (M3L)
Bingbin Liu · Kaifeng Lyu · Sadhika Malladi · Samory Kpotufe · Stefanie Jegelka · Tengyu Ma · Zhiyuan Li
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Workshop
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Skywork-Math: Data Scaling Laws for Mathematical Reasoning in LLMs — The Story Goes On
Liang Zeng · Liangjun Zhong
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Workshop
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A Hessian View of Grokking in Mathematical Reasoning
Zhenshuo Zhang · Jerry Liu · Christopher Ré · Hongyang Zhang
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Workshop
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Machine Learning meets Algebraic Combinatorics: A Suite of Datasets to Accelerate AI for Mathematics Research
Herman Chau · Helen Jenne · Davis Brown · Jesse He · Mark Raugas · Sara Billey · Henry Kvinge
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