Po-Wei Wang

26 papers A* 8A 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training.
CoRR
Yi-Ping Hsu, Po-Wei Wang, Chantat Eksombatchai, Jiajing Xu
2024 A conf
Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training.
RecSys
Yi-Ping Hsu, Po-Wei Wang, Chantat Eksombatchai, Jiajing Xu
2023 A* conf
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest.
KDD
Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai
2023 J jnl
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest.
CoRR
Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai
2022 — —
Learning and Reasoning with Fast Semidefinite Programming and Mixing Methods.
Po-Wei Wang
2022 J jnl
Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization.
Math. Program. Comput.
Ching-pei Lee, Po-Wei Wang, Chih-Jen Lin
2020 J jnl
Community detection using fast low-cardinality semidefinite programming.
CoRR
Po-Wei Wang, J. Zico Kolter
2020 A* conf
Community detection using fast low-cardinality semidefinite programming
.
NeurIPS
Po-Wei Wang, J. Zico Kolter
2020 A* conf
Differentiable learning of numerical rules in knowledge graphs.
ICLR
Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter
2020 A* conf
Efficient semidefinite-programming-based inference for binary and multi-class MRFs.
NeurIPS
Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter
2020 J jnl
Efficient semidefinite-programming-based inference for binary and multi-class MRFs.
CoRR
Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter
2019 A* conf
Low-Rank Semidefinite Programming for the MAX2SAT Problem.
AAAI
Po-Wei Wang, J. Zico Kolter
2019 A* conf
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.
ICML
Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter
2019 J jnl
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.
CoRR
Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter
2019 J jnl
The Common-directions Method for Regularized Empirical Risk Minimization.
J. Mach. Learn. Res.
Po-Wei Wang, Ching-pei Lee, Chih-Jen Lin
2018 J jnl
Low-rank semidefinite programming for the MAX2SAT problem.
CoRR
Po-Wei Wang, J. Zico Kolter
2018 — conf
Realtime Query Completion via Deep Language Models.
eCOM@SIGIR
Po-Wei Wang, Huan Zhang, Vijai Mohan, Inderjit S. Dhillon, J. Zico Kolter
2017 A conf
Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization.
SDM
Ching-pei Lee, Po-Wei Wang, Weizhu Chen, Chih-Jen Lin
2017 A* conf
Polynomial Optimization Methods for Matrix Factorization.
AAAI
Po-Wei Wang, Chun-Liang Li, J. Zico Kolter
2017 J jnl
The Mixing method: coordinate descent for low-rank semidefinite programming.
CoRR
Po-Wei Wang, Wei-Cheng Chang, J. Zico Kolter
2016 A* conf
Epigraph projections for fast general convex programming.
ICML
Po-Wei Wang, Matt Wytock, J. Zico Kolter
2014 J jnl
Iteration complexity of feasible descent methods for convex optimization.
J. Mach. Learn. Res.
Po-Wei Wang, Chih-Jen Lin
2014 — ch.
Support Vector Machines.
Data Classification: Algorithms and Applications
Po-Wei Wang, Chih-Jen Lin
2012 — conf
A Linear Ensemble of Individual and Blended Models for Music Rating Prediction.
KDD Cup
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
2012 — conf
Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation.
KDD Cup
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
2009 — conf
On the Performance of Power Fingerprinting Mobile Positioning Systems: Simulation Study.
ICWN
Eyosias Yoseph Imana, Po-Wei Wang