Danni Peng

According to our database, Danni Peng authored at least 12 papers between 2016 and 2026.

Collaborative distances:

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

2026

Improving Learning of New Diseases Through Knowledge-Enhanced Initialization for Federated Adapter Tuning.

Danni Peng, Yuan Wang, Kangning Cai, Peiyan Ning, Jiming Xu, Yong Liu, Rick Siow Mong Goh, Qingsong Wei, Huazhu Fu

IEEE Trans. Medical Imaging, January, 2026

Separating path systems for cubic graphs and for complete bipartite graphs.

Cristina G. Fernandes, Carlos Hoppen, George Kontogeorgiou, Guilherme Oliveira Mota, Danni Peng

Discret. Math., 2026

Learning gradient-based mixup with extrapolation toward flatter minima for domain generalization.

Danni Peng, Sinno Jialin Pan

Artif. Intell., 2026

2025

More on rainbow cliques in edge-colored graphs.

Xiao-Chuan Liu, Danni Peng, Xu Yang

Eur. J. Comb., 2025

Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning.

Danni Peng, Yuan Wang, Huazhu Fu, Jinpeng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Learning Task-Specific Initialization for Effective Federated Continual Fine-Tuning of Foundation Model Adapters.

Danni Peng, Yuan Wang, Huazhu Fu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

2023

Clustered Task-Aware Meta-Learning by Learning From Learning Paths.

Danni Peng, Sinno Jialin Pan

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

2022

Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization.

Danni Peng, Sinno Jialin Pan

CoRR, 2022

2021

Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems.

Danni Peng, Sinno Jialin Pan, Jie Zhang, Anxiang Zeng

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract).

Danni Peng, Xiaobo Hu, Anxiang Zeng, Jie Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2018

Sleep-Wake-Behaviour App: Towards developing a database for informing e-coaching solutions for neurodevelopmental disorders in children.

Tim Bodyka Heng, Ankit Gupta, Chris Shaw, Caylee Raber, Markus Lorenz Schilling, Nina Chen, Danni Peng, Banban Zhao, Osman Ipsiroglu, Mai Berger, Nadia Beyzaei

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

2016

A target tracking algorithm for vision based sea cucumber grabbing.

Honglei Wei, Danni Peng, Xufei Zhu, Dongdong Wu

Proceedings of the IEEE International Conference on Information and Automation, 2016