| 2024 | RecSys | 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 |
| 2023 | KDD | 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 |
| 2020 | ICLR | Differentiable learning of numerical rules in knowledge graphs. | Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter |
| 2019 | AAAI | Low-Rank Semidefinite Programming for the MAX2SAT Problem. | Po-Wei Wang, J. Zico Kolter |
| 2019 | ICML | SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. | Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter |
| 2018 | SIGIR | Realtime Query Completion via Deep Language Models. | Po-Wei Wang, Huan Zhang, Vijai Mohan, Inderjit S. Dhillon, J. Zico Kolter |
| 2017 | AAAI | Polynomial Optimization Methods for Matrix Factorization. | Po-Wei Wang, Chun-Liang Li, J. Zico Kolter |
| 2017 | SDM | 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 |
| 2016 | ICML | Epigraph projections for fast general convex programming. | Po-Wei Wang, Matt Wytock, J. Zico Kolter |