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394 Results
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Poster
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Thu 16:30 |
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang · Haotian Sun · Yue Yu · Rushi Qiang · Qifan Wang · Chao Zhang · Bo Dai |
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Poster
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Thu 11:00 |
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures Jinjie Ni · Fuzhao Xue · Xiang Yue · Yuntian Deng · Mahir Shah · Kabir Jain · Graham Neubig · Yang You |
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Poster
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Thu 11:00 |
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization Coleman Hooper · Sehoon Kim · Hiva Mohammadzadeh · Michael Mahoney · Sophia Shao · Kurt Keutzer · Amir Gholami |
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Poster
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Fri 16:30 |
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold Amrith Setlur · Saurabh Garg · Xinyang Geng · Naman Garg · Virginia Smith · Aviral Kumar |
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Poster
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Fri 16:30 |
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases Zhaorun Chen · Zhen Xiang · Chaowei Xiao · Dawn Song · Bo Li |
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Poster
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Wed 16:30 |
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators Tzu-Heng Huang · Catherine Cao · Vaishnavi Bhargava · Frederic Sala |
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Poster
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Wed 16:30 |
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training Jinda Jia · Cong Xie · Hanlin Lu · Daoce Wang · Hao Feng · Chengming Zhang · Baixi Sun · Haibin Lin · Zhi Zhang · Xin Liu · Dingwen Tao |
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Poster
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Fri 11:00 |
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu · Zhiyuan Yao · Haohang Li · Zhiyang Deng · Yuechen Jiang · Yupeng Cao · Zhi Chen · Jordan Suchow · Zhenyu Cui · Rong Liu · Zhaozhuo Xu · Denghui Zhang · Koduvayur (Suba) Subbalakshmi · GUOJUN XIONG · Yueru He · Jimin Huang · Dong Li · Qianqian Xie |
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Poster
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Fri 11:00 |
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search Dan Zhang · Sining Zhoubian · Ziniu Hu · Yisong Yue · Yuxiao Dong · Jie Tang |
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Poster
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Fri 11:00 |
AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen · Yihang Li · Yanting Yang · Shiyu Yu · Binbin Lin · Xiaofei He |