Composition of Experts on the SN40L Reconfigurable Dataflow Unit von Prabhakar, Raghu, Sivaramakrishnan, Ram, Gandhi, Darshan, Du, Yun, Wang, Mingran, Song, Xiangyu, Zhang, Kejie, Gao, Tianren, Wang, Angela, Li, Karen, Brot, Joshua, Leung, Calvin, Zhao, Tuowen, Gottscho, Mark, Chen, Edison, Liang, Kaizhao, Jain, Swayambhoo, Thakker, Urmish, Brown, Kevin J., Olukotun, Kunle

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NL-augmenter: A framework for task-sensitive natural language augmentation von Dhole, Kaustubh, Kleyko, Denis, Zhang, Yue

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Cautious Optimizers: Improving Training with One Line of Code von Liang, Kaizhao, Chen, Lizhang, Liu, Bo, Liu, Qiang

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Memory-Efficient LLM Training with Online Subspace Descent von Liang, Kaizhao, Liu, Bo, Chen, Lizhang, Liu, Qiang

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Lion Secretly Solves Constrained Optimization: As Lyapunov Predicts von Chen, Lizhang, Liu, Bo, Liang, Kaizhao, Liu, Qiang

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Communication Efficient Distributed Training with Distributed Lion von Liu, Bo, Wu, Lemeng, Chen, Lizhang, Liang, Kaizhao, Zhu, Jiaxu, Liang, Chen, Krishnamoorthi, Raghuraman, Liu, Qiang

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Medical Video Generation for Disease Progression Simulation von Cao, Xu, Liang, Kaizhao, Liao, Kuei-Da, Gao, Tianren, Ye, Wenqian, Chen, Jintai, Ding, Zhiguang, Cao, Jianguo, Rehg, James M, Sun, Jimeng

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PIE: Simulating Disease Progression via Progressive Image Editing von Liang, Kaizhao, Cao, Xu, Liao, Kuei-Da, Gao, Tianren, Ye, Wenqian, Chen, Zhengyu, Cao, Jianguo, Nama, Tejas, Sun, Jimeng

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Cautious Optimizers: Improving Training with One Line of Code von Liang, Kaizhao, Chen, Lizhang, Liu, Bo, Liu, Qiang

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Memory-Efficient LLM Training with Online Subspace Descent von Liang, Kaizhao, Liu, Bo, Chen, Lizhang, Liu, Qiang

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Lion Secretly Solves Constrained Optimization: As Lyapunov Predicts von Chen, Lizhang, Liu, Bo, Liang, Kaizhao, Liu, Qiang

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Action analogue means based on neural signal monitoring of shallow layer and conversion von LIANG KAIZHAO

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Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models von Dao, Tri, Chen, Beidi, Liang, Kaizhao, Yang, Jiaming, Song, Zhao, Rudra, Atri, Ré, Christopher

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APC vertical machining center von LIU YINGLIANG, LIANG KAIZHAO

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SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts von Prabhakar, Raghu, Sivaramakrishnan, Ram, Gandhi, Darshan, Du, Yun, Wang, Mingran, Song, Xiangyu, Zhang, Kejie, Gao, Tianren, Wang, Angela, Li, Karen, Sheng, Yongning, Brot, Joshua, Sokolov, Denis, Apurv Vivek, Leung, Calvin, Sabnis, Arjun, Bai, Jiayu, Zhao, Tuowen, Gottscho, Mark, Jackson, David, Luttrell, Mark, Shah, Manish K, Chen, Edison, Liang, Kaizhao, Jain, Swayambhoo, Thakker, Urmish, Huang, Dawei, Jairath, Sumti, Brown, Kevin J, Olukotun, Kunle

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Communication Efficient Distributed Training with Distributed Lion von Liu, Bo, Wu, Lemeng, Chen, Lizhang, Liang, Kaizhao, Zhu, Jiaxu, Chen, Liang, Krishnamoorthi, Raghuraman, Liu, Qiang

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Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability von Liang, Kaizhao, Zhang, Jacky Y, Wang, Boxin, Yang, Zhuolin, Koyejo, Oluwasanmi, Li, Bo

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A Survey on Multimodal Large Language Models for Autonomous Driving von Cui, Can, Ma, Yunsheng, Cao, Xu, Ye, Wenqian, Zhou, Yang, Liang, Kaizhao, Chen, Jintai, Lu, Juanwu, Yang, Zichong, Liao, Kuei-Da, Gao, Tianren, Li, Erlong, Tang, Kun, Cao, Zhipeng, Zhou, Tong, Liu, Ao, Yan, Xinrui, Mei, Shuqi, Cao, Jianguo, Wang, Ziran, Zheng, Chao

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Adversarial Mutual Information for Text Generation von Pan, Boyuan, Yang, Yazheng, Liang, Kaizhao, Kailkhura, Bhavya, Jin, Zhongming, Hua, Xian-Sheng, Cai, Deng, Li, Bo

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Unrestricted Adversarial Examples via Semantic Manipulation von Bhattad, Anand, Chong, Min Jin, Liang, Kaizhao, Li, Bo, Forsyth, D. A

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