Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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67 results for Songtao Lu

On the convergence of randomized Bregman coordinate descent for non-Lipschitz composite problems
- - Tianxiang Gao
  - Songtao Lu
  - et al.
- 2021
- ICASSP 2021
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex Optimization
- - Zichong Li
  - Pin-Yu Chen
  - et al.
- 2021
- AISTATS 2021
Decentralized Stochastic Non-Convex Optimization over Weakly Connected Time-Varying Digraphs
- - Songtao Lu
  - Chai Wah Wu
- 2020
- ICASSP 2020
Decentralized Federated Learning for Electronic Health Records
- - Songtao Lu
  - Yawen Zhang
  - et al.
- 2020
- CISS 2020
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
- - Songtao Lu
  - Rahul Singh
  - et al.
- 2019
- ACSSC 2019
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2022
- INFORMS 2022
Nonorthogonal Multiple Access for Visible Light Communication IoT Networks
- - Chun Du
  - Shuai Ma
  - et al.
- 2020
- Wireless Commun. Mobile Comput.
Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization
- - Zichong Li
  - Pin-Yu Chen
  - et al.
- 2023
- COAP
Waveform Design and Optimization for Integrated Visible Light Positioning and Communication
- - Shuai Ma
  - Shiyu Cao
  - et al.
- 2023
- IEEE Transactions on Communications
Time Domain Reflectometry Waveform Interpretation With Convolutional Neural Networks
- - Zhuangji Wang
  - Shan Hua
  - et al.
- 2023
- Water Resources Research