| Unknown intent detection using Gaussian mixture model with an application to zero-shot intent classification G Yan, L Fan, Q Li, H Liu, X Zhang, XM Wu, AYS Lam Proceedings of the 58th annual meeting of the association for computational …, 2020 | 77 | 2020 |
| Communication-efficient federated learning with adaptive quantization Y Mao, Z Zhao, G Yan, Y Liu, T Lan, L Song, W Ding ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-26, 2022 | 39 | 2022 |
| Ac-sgd: Adaptively compressed sgd for communication-efficient distributed learning G Yan, T Li, SL Huang, T Lan, L Song IEEE Journal on Selected Areas in Communications 40 (9), 2678-2693, 2022 | 18 | 2022 |
| DQ-SGD: Dynamic quantization in SGD for communication-efficient distributed learning G Yan, SL Huang, T Lan, L Song 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems …, 2021 | 4 | 2021 |
| Killing two birds with one stone: Quantization achieves privacy in distributed learning G Yan, T Li, K Wu, L Song Digital Signal Processing 146, 104353, 2024 | 2 | 2024 |
| Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning G Yan, T Li, T Lan, K Wu, L Song arXiv preprint arXiv:2312.07060, 2023 | 2 | 2023 |
| Adaptive Top-K in SGD for Communication-Efficient Distributed Learning M Ruan, G Yan, Y Xiao, L Song, W Xu GLOBECOM 2023-2023 IEEE Global Communications Conference, 5280-5285, 2023 | 1 | 2023 |
| Semi-active bounded optimal control of uncertain nonlinear coupling vehicle system with rotatable inclined supports and MR damper under random road excitation ZG Ying, GF Yan, YQ Ni Coupled systems mechanics 7 (6), 707-729, 2018 | 1 | 2018 |
| Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration M Ruan, G Yan, Y Xiao, L Song, W Xu IEEE Journal of Selected Topics in Signal Processing, 2024 | | 2024 |
| Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning G Yan, T Li, Y Xiao, H Hou, L Song arXiv preprint arXiv:2402.01798, 2024 | | 2024 |
| Truncated Non-Uniform Quantization for Distributed SGD G Yan, T Li, Y Xiao, C Li, L Song arXiv preprint arXiv:2402.01160, 2024 | | 2024 |
| Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients G Yan, S Lyu, H Hou, Z Zheng, L Song arXiv preprint arXiv:2402.01154, 2024 | | 2024 |
| Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data J Xu, G Yan, Z Zheng, SL Huang 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
| Bounded time-delay control performance of two-degree-of-freedom nonlinear vehicle system under random road excitation using MR damper G Yan, Z Ying, R Huan Journal of Physics: Conference Series 1074 (1), 012018, 2018 | | 2018 |
Linqi SongAssistant Professor, Department of Computer Science, City University of Hong KongVerified email at cityu.edu.hk
