Jingqin Yang

According to our database, Jingqin Yang authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

Theoretical Analysis of Sparse Optimization with Reparameterization, Weight Decay, and Adaptive Learning Rate.

Huangyu Xu, Jingqin Yang, Qianqian Xu, Jiaye Teng

CoRR, May, 2026

Generalization Bounds of Stochastic Gradient Descent in Homogeneous Neural Networks.

Wenquan Ma, Yang Sui, Jiaye Teng, Bohan Wang, Jing Xu, Jingqin Yang

CoRR, February, 2026

2025

Cumulative Reasoning with Large Language Models.

Yifan Zhang, Jingqin Yang, Yang Yuan, Andrew C. Yao

Trans. Mach. Learn. Res., 2025

2024

Matrix Information Theory for Self-Supervised Learning.

Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Information Flow in Self-Supervised Learning.

Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Contrastive Learning is Spectral Clustering on Similarity Graph.

Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning.

Yifan Zhang, Zhiquan Tan, Jingqin Yang, Yang Yuan

CoRR, 2023

RelationMatch: Matching In-batch Relationships for Semi-supervised Learning.

Yifan Zhang, Jingqin Yang, Zhiquan Tan, Yang Yuan

CoRR, 2023

2020

Few-Shot Generative Conversational Query Rewriting.

Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020