Bingqing Song

14 papers A* 3Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Alike but Apart: Tie Decay in Social Commerce.
J. Assoc. Inf. Syst.
Bingqing Song, Yidi Liu, Xin Li
2025 J jnl
A Framework for Quantifying How Pre-Training and Context Benefit In-Context Learning.
CoRR
Bingqing Song, Jiaxiang Li, Rong Wang, Songtao Lu, Mingyi Hong
2025 J jnl
Do LLMs Recognize Your Latent Preferences? A Benchmark for Latent Information Discovery in Personalized Interaction.
CoRR
Ioannis C. Tsaknakis, Bingqing Song, Shuyu Gan, Dongyeop Kang, Alfredo García, Gaowen Liu, Charles Fleming, Mingyi Hong
2025 J jnl
Effectively Steer LLM To Follow Preference via Building Confident Directions.
CoRR
Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Yuyang Wang, Mingyi Hong
2024 — conf
Building Large Models from Small Distributed Models: A Layer Matching Approach.
SAM
Xinwei Zhang, Bingqing Song, Mehrdad Honarkhah, Jie Ding, Mingyi Hong
2024 J jnl
Local social network structure and promotion effectiveness in social commerce.
Inf. Technol. People
Huasi Xu, Yidi Liu, Bingqing Song, Xueyan Yin, Xin Li
2024 A* conf
Unraveling the Gradient Descent Dynamics of Transformers.
NeurIPS
Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong
2024 J jnl
Unraveling the Gradient Descent Dynamics of Transformers.
CoRR
Bingqing Song, Boran Han, Shuai Zhang, Jie Ding, Mingyi Hong
2023 A* conf
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks.
ICML
Bingqing Song, Prashant Khanduri, Xinwei Zhang, Jinfeng Yi, Mingyi Hong
2023 — conf
Transformer Based Approach for Wireless Resource Allocation Problems Involving Mixed Discrete and Continuous Variables.
SPAWC
Bingqing Song, Zhicheng Zhou, Chenliang Li, Dongning Guo, Xiao Fu, Mingyi Hong
2022 A* conf
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity.
NeurIPS
Bingqing Song, Ioannis C. Tsaknakis, Chung-Yiu Yau, Hoi-To Wai, Mingyi Hong
2021 — conf
To Supervise or Not to Supervise: How to Effectively Learn Wireless Interference Management Models?
SPAWC
Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong
2021 J jnl
To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?
CoRR
Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong
2019 Misc conf
Low-Rank Matrix Completion for Distributed Ambient Noise Imaging Systems.
ACSSC
Danye Xu, Bingqing Song, Yao Xie, Sin-Mei Wu, Fan-Chi Lin, Wenzhan Song