Bingqing Song

According to our database, Bingqing Song authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Effectively Steer LLM To Follow Preference via Building Confident Directions.

Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Yuyang Wang, Mingyi Hong

CoRR, March, 2025

2024

Local social network structure and promotion effectiveness in social commerce.

Huasi Xu, Yidi Liu, Bingqing Song, Xueyan Yin, Xin Li

Inf. Technol. People, 2024

Unraveling the Gradient Descent Dynamics of Transformers.

Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Building Large Models from Small Distributed Models: A Layer Matching Approach.

Xinwei Zhang, Bingqing Song, Mehrdad Honarkhah, Jie Ding, Mingyi Hong

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

2023

Transformer Based Approach for Wireless Resource Allocation Problems Involving Mixed Discrete and Continuous Variables.

Bingqing Song, Zhicheng Zhou, Chenliang Li, Dongning Guo, Xiao Fu, Mingyi Hong

Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks.

Bingqing Song, Prashant Khanduri, Xinwei Zhang, Jinfeng Yi, Mingyi Hong

Proceedings of the International Conference on Machine Learning, 2023

2022

Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity.

Bingqing Song, Ioannis C. Tsaknakis, Chung-Yiu Yau, Hoi-To Wai, Mingyi Hong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?

Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong

CoRR, 2021

To Supervise or Not to Supervise: How to Effectively Learn Wireless Interference Management Models?

Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

2019

Low-Rank Matrix Completion for Distributed Ambient Noise Imaging Systems.

Danye Xu, Bingqing Song, Yao Xie, Sin-Mei Wu, Fan-Chi Lin, WenZhan Song

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019