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27 Results
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Expo Talk Panel
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Wed 16:30 |
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications Chen Wu · Yin Song · Eden Duthie |
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Workshop
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Towards Long-Context Time Series Foundation Models Nina Żukowska · Mononito Goswami · Michal Wilinski · Willa Potosnak · Artur Dubrawski |
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Workshop
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Towards Long-Context Time Series Foundation Models With A Handful Of Additional Parameters Nina Żukowska · Mononito Goswami · Michal Wilinski · Willa Potosnak · Artur Dubrawski |
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Poster
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Thu 11:00 |
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang · Ruoxi Sun · Yanfei Chen · Tomas Pfister · Rui Zhang · Sercan Arik |
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Workshop
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Sat 13:00 |
FicSim: An Ethically Constructed Dataset for Long-Context Semantic Similarity Comparison within Fiction Natasha Johnson · Amanda Bertsch · Emma Strubell |
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Poster
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Wed 11:00 |
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu · Qinyuan Ye · Xiang Ren |
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Poster
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Wed 16:30 |
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Haoning Wu · DONGXU LI · Bei Chen · Junnan Li |
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Poster
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InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory Chaojun Xiao · Pengle Zhang · Xu Han · Guangxuan Xiao · Yankai Lin · Zhengyan Zhang · Zhiyuan Liu · Maosong Sun |
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Workshop
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LLMSteer: Improving Long-Context LLM Inference by Steering Attention on Reused Contexts Zhuohan Gu · Jiayi Yao · Kuntai Du · Junchen Jiang |
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Workshop
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SharedContextBench: How Lossy are Long-context Methods in KV Cache Reuse Yucheng LI · Huiqiang Jiang · Qianhui Wu · Xufang Luo · Surin Ahn · Chengruidong Zhang · Amir Abdi · Dongsheng Li · Jianfeng Gao · Yuqing Yang · Lili Qiu |
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Workshop
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CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios Luning Wang · Shiyao Li · Xuefei Ning · Zhihang Yuan · Shengen Yan · Guohao Dai · Yu Wang |
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Poster
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Fri 16:30 |
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention Huiqiang Jiang · Yucheng LI · Chengruidong Zhang · Qianhui Wu · Xufang Luo · Surin Ahn · Zhenhua Han · Amir Abdi · Dongsheng Li · Chin-Yew Lin · Yuqing Yang · Lili Qiu |