Wanyi Ning

According to our database, Wanyi Ning authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

MergeQuant: Accurate 4-bit Static Quantization of Large Language Models by Channel-wise Calibration.

Jinguang Wang, Jingyu Wang, Haifeng Sun, Tingting Yang, Zirui Zhuang, Wanyi Ning, Yuexi Yin, Qi Qi, Jianxin Liao

CoRR, March, 2025

ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering.

Minwei Zhang, Haifeng Sun, Jingyu Wang, Shaolong Li, Wanyi Ning, Qi Qi, Zirui Zhuang, Jianxin Liao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

One Teacher is Enough: A Server-Clueless Federated Learning With Knowledge Distillation.

Wanyi Ning, Qi Qi, Jingyu Wang, Mengde Zhu, Shaolong Li, Guang Yang, Jianxin Liao

IEEE Trans. Serv. Comput., 2024

FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models.

Wanyi Ning, Jingyu Wang, Qi Qi, Mengde Zhu, Haifeng Sun, Daixuan Cheng, Jianxin Liao, Ce Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

FLUK: Protecting Federated Learning Against Malicious Clients for Internet of Vehicles.

Mengde Zhu, Wanyi Ning, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jun Huang, Jianxin Liao

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2022

Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning.

Wanyi Ning, Haifeng Sun, Xiaoyuan Fu, Xiang Yang, Qi Qi, Jingyu Wang, Jianxin Liao, Zhu Han

IEEE J. Sel. Areas Commun., 2022