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126 Results
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Poster
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Thu 2:30 |
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control Ruijie Zheng · Ching-An Cheng · Hal Daumé · Furong Huang · Andrey Kolobov |
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Workshop
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Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding Benjamin Bergner · Andrii Skliar · Amelie Royer · Tijmen Blankevoort · Yuki Asano · Babak Ehteshami Bejnordi |
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Poster
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Thu 2:30 |
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang · Yun Qu · Yuhang Jiang · Jianzhun Shao · Chang Liu · Wenming Yang · Xiangyang Ji |
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Poster
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Thu 4:30 |
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark Dongping Chen · Ruoxi Chen · Shilin Zhang · Yaochen Wang · Yinuo Liu · Huichi Zhou · Qihui Zhang · Yao Wan · Pan Zhou · Lichao Sun |
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Poster
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Tue 4:30 |
Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks Subbarao Kambhampati · Karthik Valmeekam · Lin Guan · Mudit Verma · Kaya Stechly · Siddhant Bhambri · Lucas Saldyt · Anil B Murthy |
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Poster
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Thu 2:30 |
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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Thu 4:30 |
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism Yanxi Chen · Xuchen Pan · Yaliang Li · Bolin Ding · Jingren Zhou |
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Poster
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Tue 2:30 |
S2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting Zijie Pan · Yushan Jiang · Sahil Garg · Anderson Schneider · Yuriy Nevmyvaka · Dongjin Song |
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Poster
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Tue 2:30 |
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems Jianliang He · Siyu Chen · Fengzhuo Zhang · Zhuoran Yang |
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Oral
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Thu 1:30 |
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control Ruijie Zheng · Ching-An Cheng · Hal Daumé · Furong Huang · Andrey Kolobov |
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Oral
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Thu 7:45 |
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark Dongping Chen · Ruoxi Chen · Shilin Zhang · Yaochen Wang · Yinuo Liu · Huichi Zhou · Qihui Zhang · Yao Wan · Pan Zhou · Lichao Sun |
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Workshop
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Filling in the Gaps: LLM-Based Structured Data Generation from Semi-Structured Scientific Data Hanbum Ko · Hongjun Yang · Sehui Han · Sungwoong Kim · Sungbin Lim · Rodrigo S. Hormazabal |