All Publications


  • An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization INFORMS JOURNAL ON COMPUTING Deng, Q., Feng, Q., Gao, W., Ge, D., Jiang, B., Jiang, Y., Liu, J., Liu, T., Xue, C., Ye, Y., Zhang, C. 2024
  • Optimal Diagonal Preconditioning OPERATIONS RESEARCH Qu, Z., Gao, W., Hinder, O., Ye, Y., Zhou, Z. 2024
  • Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization Gao, W., Deng, Q., Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2023
  • Solving Linear Programs with Fast Online Learning Algorithms Gao, W., Ge, D., Sun, C., Ye, Y., Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S., Scarlett, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2023
  • Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization Deng, Q., Gao, W., Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S., Vaughan, J. W. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2021