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24 Results
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Affinity Workshop
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Training Mixture-of-Experts: A Focus on Expert-Token Matching Masoumeh Zareapoor |
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Affinity Workshop
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Fri 7:30 |
Training Mixture-of-Experts: A Focus on Expert-Token Matching Masoumeh Zareapoor |
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Workshop
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Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study Jinze Zhao · Peihao Wang · Zhangyang Wang |
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Workshop
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Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models Keisuke Kamahori · Yile Gu · Kan Zhu · Baris Kasikci |
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Poster
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Thu 7:30 |
Scaling physics-informed hard constraints with mixture-of-experts Nithin Chalapathi · Yiheng Du · Aditi Krishnapriyan |
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Poster
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Wed 7:30 |
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models Sheng Shen · Le Hou · Yanqi Zhou · Nan Du · Shayne Longpre · Jason Wei · Hyung Won Chung · Barret Zoph · William Fedus · Xinyun Chen · Tu Vu · Yuexin Wu · Wuyang Chen · Albert Webson · Yunxuan Li · Vincent Zhao · Hongkun Yu · Kurt Keutzer · trevor darrell · Denny Zhou |
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Poster
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Fri 1:45 |
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Xinyuan Wang · Chenxi Li · Zhen Wang · Fan Bai · Haotian Luo · Jiayou Zhang · Nebojsa Jojic · Eric Xing · Zhiting Hu |
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Poster
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Fri 7:30 |
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems Ziyang Xiao · Dongxiang Zhang · Yangjun Wu · Lilin Xu · Yuan Wang · Xiongwei Han · Xiaojin Fu · Tao Zhong · Jia Zeng · Mingli Song · Gang Chen |
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Poster
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Tue 7:30 |
Mixture of LoRA Experts xun wu · Shaohan Huang · Furu Wei |
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Poster
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Thu 7:30 |
Mixture of Weak and Strong Experts on Graphs Hanqing Zeng · Hanjia Lyu · Diyi Hu · Yinglong Xia · Jiebo Luo |
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Poster
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Fri 1:45 |
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning Ted Zadouri · Ahmet Üstün · Arash Ahmadian · Beyza Ermis · Acyr Locatelli · Sara Hooker |
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Poster
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Thu 1:45 |
Divide and not forget: Ensemble of selectively trained experts in Continual Learning Grzegorz Rypeść · Sebastian Cygert · Valeriya Khan · Tomasz Trzcinski · Bartosz Zieliński · Bartłomiej Twardowski |