Po-Wei Wang

According to our database, Po-Wei Wang authored at least 20 papers between 2009 and 2024.

Collaborative distances:

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

2024

Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training.

Yi-Ping Hsu, Po-Wei Wang, Chantat Eksombatchai, Jiajing Xu

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest.

Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Learning and Reasoning with Fast Semidefinite Programming and Mixing Methods.

Po-Wei Wang

PhD thesis, 2022

Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization.

Ching-Pei Lee, Po-Wei Wang, Chih-Jen Lin

Math. Program. Comput., 2022

2020

Community detection using fast low-cardinality semidefinite programming
.

Po-Wei Wang, J. Zico Kolter

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

Efficient semidefinite-programming-based inference for binary and multi-class MRFs.

Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter

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

Differentiable learning of numerical rules in knowledge graphs.

Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

The Common-directions Method for Regularized Empirical Risk Minimization.

Po-Wei Wang, Ching-Pei Lee, Chih-Jen Lin

J. Mach. Learn. Res., 2019

SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter

Proceedings of the 36th International Conference on Machine Learning, 2019

Low-Rank Semidefinite Programming for the MAX2SAT Problem.

Po-Wei Wang, J. Zico Kolter

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Realtime Query Completion via Deep Language Models.

Po-Wei Wang, Huan Zhang, Vijai Mohan, Inderjit S. Dhillon, J. Zico Kolter

Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

2017

The Mixing method: coordinate descent for low-rank semidefinite programming.

Po-Wei Wang, Wei-Cheng Chang, J. Zico Kolter

CoRR, 2017

Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization.

Ching-Pei Lee, Po-Wei Wang, Weizhu Chen, Chih-Jen Lin

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Polynomial Optimization Methods for Matrix Factorization.

Po-Wei Wang, Chun-Liang Li, J. Zico Kolter

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Epigraph projections for fast general convex programming.

Po-Wei Wang, Matt Wytock, J. Zico Kolter

Proceedings of the 33nd International Conference on Machine Learning, 2016

2014

Iteration complexity of feasible descent methods for convex optimization.

Po-Wei Wang, Chih-Jen Lin

J. Mach. Learn. Res., 2014

Support Vector Machines.

Po-Wei Wang, Chih-Jen Lin

Proceedings of the Data Classification: Algorithms and Applications, 2014

2012

Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation.

Todd G. McKenzie, Chun-Sung Ferng, Yao-Nan Chen, Chun-Liang Li, Cheng-Hao Tsai, Kuan-Wei Wu, Ya-Hsuan Chang, Chung-Yi Li, Wei-Shih Lin, Shu-Hao Yu, Chieh-Yen Lin, Po-Wei Wang, Chia-Mau Ni, Wei-Lun Su, Tsung-Ting Kuo, Chen-Tse Tsai, Po-Lung Chen, Rong-Bing Chiu, Ku-Chun Chou, Yu-Cheng Chou, Chien-Chih Wang, Chen-Hung Wu, Hsuan-Tien Lin, Chih-Jen Lin, Shou-De Lin

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

A Linear Ensemble of Individual and Blended Models for Music Rating Prediction.

Po-Lung Chen, Chen-Tse Tsai, Yao-Nan Chen, Ku-Chun Chou, Chun-Liang Li, Cheng-Hao Tsai, Kuan-Wei Wu, Yu-Cheng Chou, Chung-Yi Li, Wei-Shih Lin, Shu-Hao Yu, Rong-Bing Chiu, Chieh-Yen Lin, Chien-Chih Wang, Po-Wei Wang, Wei-Lun Su, Chen-Hung Wu, Tsung-Ting Kuo, Todd G. McKenzie, Ya-Hsuan Chang, Chun-Sung Ferng, Chia-Mau Ni, Hsuan-Tien Lin, Chih-Jen Lin, Shou-De Lin

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

2009

On the Performance of Power Fingerprinting Mobile Positioning Systems: Simulation Study.

Eyosias Yoseph Imana, Po-Wei Wang

Proceedings of the 2009 International Conference on Wireless Networks, 2009