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Workshop
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Moral and Legal Responsibility for General-Purpose Technologies
James Grimmelmann · David Gray Widder
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Workshop
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How Do Nonlinear Transformers Acquire Generalization-Guaranteed CoT Ability?
Hongkang Li · Meng Wang · Songtao Lu · Xiaodong Cui · Pin-Yu Chen
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Workshop
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TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
Defu Cao · Wen Ye · Yan Liu
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Workshop
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Fri 0:10
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General-Purpose Embodied AI
Sergey Levine
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Workshop
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Fri 0:40
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On Building General-Purpose Robots
Lerrel Pinto
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Workshop
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How Do Nonlinear Transformers Acquire Generalization-Guaranteed CoT Ability?
Hongkang Li · Meng Wang · Songtao Lu · Xiaodong Cui · Pin-Yu Chen
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Poster
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Thu 4:30
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UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis
Yunhao Zhang · Liu Minghao · Shengyang Zhou · Junchi Yan
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Poster
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Thu 2:30
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Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
Junhong Shen · Neil Tenenholtz · James Hall · David Alvarez-Melis · Nicolò Fusi
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Poster
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Tue 2:30
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GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
Tianlang Chen · Shengjie Luo · Di He · Shuxin Zheng · Tie-Yan Liu · Liwei Wang
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Poster
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Tue 4:30
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On the Generalization of Stochastic Gradient Descent with Momentum
Ali Ramezani-Kebrya · Kimon Antonakopoulos · Volkan Cevher · Ashish Khisti · Ben Liang
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Oral
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Thu 2:15
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Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
Idan Attias · Gintare Karolina Dziugaite · Mahdi Haghifam · Roi Livni · Daniel Roy
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Poster
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Wed 2:30
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Ensemble Pruning for Out-of-distribution Generalization
Fengchun Qiao · Xi Peng
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