Graph Neural Networks With Adaptive Structures
- Zepeng Zhang
- Songtao Lu
- et al.
- 2024
- IEEE JSTSP
Paper
Publications
75 results for Songtao Lu
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
- Quan Xiao
- Songtao Lu
- et al.
- 2023
- NeurIPS 2023
Conference paperOn the Convergence and Sample Complexity Analysis of Deep Q-Networks with epsilon-Greedy Exploration
- Shuai Zhang
- Hongkang Li
- et al.
- 2023
- NeurIPS 2023
Conference paperSLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
- Songtao Lu
- 2023
- NeurIPS 2023
Conference paperPRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities
- Zhuqing Liu
- Xin Zhang
- et al.
- 2023
- MobiHoc 2023
Conference paperStochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization
- Zichong Li
- Pin-Yu Chen
- et al.
- 2023
- COAP
PaperWaveform Design and Optimization for Integrated Visible Light Positioning and Communication
- Shuai Ma
- Shiyu Cao
- et al.
- 2023
- IEEE Transactions on Communications
PaperPrometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
- Zhuqing Liu
- Xin Zhang
- et al.
- 2023
- ICML 2023
Conference paperCompressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
- Yonggui Yan
- Jie Chen
- et al.
- 2023
- ICML 2023
Conference paperBilevel Optimization with Coupled Decision-Dependent Distributions
- Songtao Lu
- 2023
- ICML 2023
Conference paper