Yewen Pu

According to our database, Yewen Pu authored at least 30 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics.

Zhiao Huang, Feng Chen, Yewen Pu, Chunru Lin, Hao Su, Chuang Gan

CoRR, 2023

Generating Pragmatic Examples to Train Neural Program Synthesizers.

Saujas Vaduguru, Daniel Fried, Yewen Pu

CoRR, 2023

Learning a Hierarchical Planner from Humans in Multiple Generations.

Leonardo Hernandez Cano, Yewen Pu, Robert D. Hawkins, Joshua B. Tenenbaum, Armando Solar-Lezama

CoRR, 2023

Hypothesis Search: Inductive Reasoning with Language Models.

Ruocheng Wang, Eric Zelikman, Gabriel Poesia, Yewen Pu, Nick Haber, Noah D. Goodman

CoRR, 2023

Amortizing Pragmatic Program Synthesis with Rankings.

Yewen Pu, Saujas Vaduguru, Priyan Vaithilingam, Elena L. Glassman, Daniel Fried

CoRR, 2023

The Usability of Pragmatic Communication in Regular Expression Synthesis.

Priyan Vaithilingam, Yewen Pu, Elena L. Glassman

CoRR, 2023

ANPL: Compiling Natural Programs with Interactive Decomposition.

Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen

CoRR, 2023

ANPL: Towards Natural Programming with Interactive Decomposition.

Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics.

Zhiao Huang, Feng Chen, Yewen Pu, Chunru Lin, Hao Su, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Efficient Pragmatic Program Synthesis with Informative Specifications.

Saujas Vaduguru, Kevin Ellis, Yewen Pu

CoRR, 2022

Communicating Natural Programs to Humans and Machines.

Samuel Acquaviva, Yewen Pu, Marta Kryven, Theodoros Sechopoulos, Catherine Wong, Gabrielle E. Ecanow, Maxwell I. Nye, Michael Henry Tessler, Josh Tenenbaum

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Text Editing as Imitation Game.

Ning Shi, Bin Tang, Bo Yuan, Longtao Huang, Yewen Pu, Jie Fu, Zhouhan Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Fusion 360 gallery: a dataset and environment for programmatic CAD construction from human design sequences.

Karl D. D. Willis, Yewen Pu, Jieliang Luo, Hang Chu, Tao Du, Joseph G. Lambourne, Armando Solar-Lezama, Wojciech Matusik

ACM Trans. Graph., 2021

Program Synthesis Guided Reinforcement Learning.

Yichen Yang, Jeevana Priya Inala, Osbert Bastani, Yewen Pu, Armando Solar-Lezama, Martin C. Rinard

CoRR, 2021

Program Synthesis Guided Reinforcement Learning for Partially Observed Environments.

Yichen Yang, Jeevana Priya Inala, Osbert Bastani, Yewen Pu, Armando Solar-Lezama, Martin C. Rinard

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Representing Partial Programs with Blended Abstract Semantics.

Maxwell I. Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama

Proceedings of the 9th International Conference on Learning Representations, 2021

Engineering Sketch Generation for Computer-Aided Design.

Karl D. D. Willis, Pradeep Kumar Jayaraman, Joseph G. Lambourne, Hang Chu, Yewen Pu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Reconstruction.

Karl D. D. Willis, Yewen Pu, Jieliang Luo, Hang Chu, Tao Du, Joseph G. Lambourne, Armando Solar-Lezama, Wojciech Matusik

CoRR, 2020

Program Synthesis with Pragmatic Communication.

Yewen Pu, Kevin Ellis, Marta Kryven, Josh Tenenbaum, Armando Solar-Lezama

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neurosymbolic Transformers for Multi-Agent Communication.

Jeevana Priya Inala, Yichen Yang, James Paulos, Yewen Pu, Osbert Bastani, Vijay Kumar, Martin C. Rinard, Armando Solar-Lezama

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Compiler Auto-Vectorization with Imitation Learning.

Charith Mendis, Cambridge Yang, Yewen Pu, Saman P. Amarasinghe, Michael Carbin

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Write, Execute, Assess: Program Synthesis with a REPL.

Kevin Ellis, Maxwell I. Nye, Yewen Pu, Felix Sosa, Josh Tenenbaum, Armando Solar-Lezama

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

InverseCSG: automatic conversion of 3D models to CSG trees.

Tao Du, Jeevana Priya Inala, Yewen Pu, Andrew Spielberg, Adriana Schulz, Daniela Rus, Armando Solar-Lezama, Wojciech Matusik

ACM Trans. Graph., 2018

Verifiable Reinforcement Learning via Policy Extraction.

Osbert Bastani, Yewen Pu, Armando Solar-Lezama

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Selecting Representative Examples for Program Synthesis.

Yewen Pu, Zachery Miranda, Armando Solar-Lezama, Leslie Pack Kaelbling

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Learning to select examples for program synthesis.

Yewen Pu, Zachery Miranda, Armando Solar-Lezama, Leslie Pack Kaelbling

CoRR, 2017

Learning to Acquire Information.

Yewen Pu, Leslie Pack Kaelbling, Armando Solar-Lezama

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2016

sk_p: a neural program corrector for MOOCs.

Yewen Pu, Karthik Narasimhan, Armando Solar-Lezama, Regina Barzilay

Proceedings of the Companion Proceedings of the 2016 ACM SIGPLAN International Conference on Systems, 2016

2013

Synthesis of biological models from mutation experiments.

Ali Sinan Köksal, Yewen Pu, Saurabh Srivastava, Rastislav Bodík, Jasmin Fisher, Nir Piterman

Proceedings of the 40th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2013

2011

Synthesis of first-order dynamic programming algorithms.

Yewen Pu, Rastislav Bodík, Saurabh Srivastava

Proceedings of the 26th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2011