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Koushik Sen

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CodeScholar: Growing Idiomatic Code Examples

Dec 23, 2023
Manish Shetty, Koushik Sen, Ion Stoica

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DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Dec 20, 2023
Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab

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LLM-Assisted Code Cleaning For Training Accurate Code Generators

Nov 25, 2023
Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica

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SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics

May 29, 2023
Arash Ardakani, Altan Haan, Shangyin Tan, Doru Thom Popovici, Alvin Cheung, Costin Iancu, Koushik Sen

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Benchmarking Language Models for Code Syntax Understanding

Oct 26, 2022
Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song

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PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion

Oct 25, 2022
Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song

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LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity

Jul 26, 2022
Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen

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Ansor : Generating High-Performance Tensor Programs for Deep Learning

Jun 15, 2020
Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica

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When Deep Learning Met Code Search

May 09, 2019
Jose Cambronero, Hongyu Li, Seohyun Kim, Koushik Sen, Satish Chandra

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