Picture for Yuanzhang Xiao

Yuanzhang Xiao

Truncated Non-Uniform Quantization for Distributed SGD

Add code
Feb 02, 2024
Viaarxiv icon

Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning

Add code
Feb 02, 2024
Viaarxiv icon

Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation

Add code
Jan 25, 2024
Viaarxiv icon

RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation

Add code
Jan 15, 2024
Viaarxiv icon

Unsupervised Massive MIMO Channel Estimation with Dual-Path Knowledge-Aware Auto-Encoders

Add code
May 30, 2023
Figure 1 for Unsupervised Massive MIMO Channel Estimation with Dual-Path Knowledge-Aware Auto-Encoders
Figure 2 for Unsupervised Massive MIMO Channel Estimation with Dual-Path Knowledge-Aware Auto-Encoders
Figure 3 for Unsupervised Massive MIMO Channel Estimation with Dual-Path Knowledge-Aware Auto-Encoders
Figure 4 for Unsupervised Massive MIMO Channel Estimation with Dual-Path Knowledge-Aware Auto-Encoders
Viaarxiv icon

PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training

Add code
May 11, 2023
Figure 1 for PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
Figure 2 for PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
Figure 3 for PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
Figure 4 for PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training
Viaarxiv icon

Adaptive Top-K in SGD for Communication-Efficient Distributed Learning

Add code
Oct 24, 2022
Figure 1 for Adaptive Top-K in SGD for Communication-Efficient Distributed Learning
Viaarxiv icon

Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation

Add code
Aug 24, 2022
Figure 1 for Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Figure 2 for Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Figure 3 for Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Figure 4 for Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Viaarxiv icon

HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations

Add code
Aug 20, 2022
Figure 1 for HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
Figure 2 for HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
Figure 3 for HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
Figure 4 for HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations
Viaarxiv icon

Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation

Add code
Aug 19, 2022
Figure 1 for Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Figure 2 for Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Figure 3 for Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Figure 4 for Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Viaarxiv icon