Xin Wang

According to our database, Xin Wang authored at least 14 papers between 2017 and 2023.

Collaborative distances:

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

2023

JaxPruner: A concise library for sparsity research.

Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci

CoRR, 2023

LayerNAS: Neural Architecture Search in Polynomial Complexity.

Yicheng Fan, Dana Alon, Jingyue Shen, Daiyi Peng, Keshav Kumar, Yun Long, Xin Wang, Fotis Iliopoulos, Da-Cheng Juan, Erik Vee

CoRR, 2023

The Power of External Memory in Increasing Predictive Model Capacity.

Cenk Baykal, Dylan J. Cutler, Nishanth Dikkala, Nikhil Ghosh, Rina Panigrahy, Xin Wang

CoRR, 2023

Alternating Updates for Efficient Transformers.

Cenk Baykal, Dylan J. Cutler, Nishanth Dikkala, Nikhil Ghosh, Rina Panigrahy, Xin Wang

CoRR, 2023

On the Benefits of Learning to Route in Mixture-of-Experts Models.

Nishanth Dikkala, Nikhil Ghosh, Raghu Meka, Rina Panigrahy, Nikhil Vyas, Xin Wang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Large Language Models with Controllable Working Memory.

Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix X. Yu, Sanjiv Kumar

CoRR, 2022

Sketching based Representations for Robust Image Classification with Provable Guarantees.

Nishanth Dikkala, Sankeerth Rao Karingula, Raghu Meka, Jelani Nelson, Rina Panigrahy, Xin Wang

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

A Theoretical View on Sparsely Activated Networks.

Cenk Baykal, Nishanth Dikkala, Rina Panigrahy, Cyrus Rashtchian, Xin Wang

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

A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.

Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

Proceedings of the Interspeech 2022, 2022

2021

Green Technology Development and Adoption: Competition, Regulation, and Uncertainty - A Global Game Approach.

Xin Wang, Soo-Haeng Cho, Alan Scheller-Wolf

Manag. Sci., 2021

Sketch based Memory for Neural Networks.

Rina Panigrahy, Xin Wang, Manzil Zaheer

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients.

Ruilin Li, Xin Wang, Hongyuan Zha, Molei Tao

CoRR, 2020

2019

Back and forth error compensation and correction method for linear hyperbolic systems with application to the Maxwell's equations.

Xin Wang, Yingjie Liu

J. Comput. Phys. X, 2019

2017

Newsvendor Mergers.

Soo-Haeng Cho, Xin Wang

Manag. Sci., 2017