Xianghang Liu

According to our database, Xianghang Liu authored at least 7 papers between 2011 and 2023.

Collaborative distances:

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

2023

FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems.

Francesco Fabbri, Xianghang Liu, Jack R. McKenzie, Bartlomiej Twardowski, Tri Kurniawan Wijaya

CoRR, 2023

2022

Online Meta-Learning for Model Update Aggregation in Federated Learning for Click-Through Rate Prediction.

Xianghang Liu, Bartlomiej Twardowski, Tri Kurniawan Wijaya

CoRR, 2022

2014

Bayesian Models for Structured Sparse Estimation via Set Cover Prior.

Xianghang Liu, Xinhua Zhang, Tibério S. Caetano

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Projecting Markov Random Field Parameters for Fast Mixing.

Xianghang Liu, Justin Domke

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Projecting Ising Model Parameters for Fast Mixing.

Justin Domke, Xianghang Liu

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Learning as MAP Inference in Discrete Graphical Models.

Xianghang Liu, James Petterson, Tibério S. Caetano

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Active learning for human action recognition with Gaussian Processes.

Xianghang Liu, Jian Zhang

Proceedings of the 18th IEEE International Conference on Image Processing, 2011