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Lin Zhang
Lin Zhang
Verified email at connect.ust.hk - Homepage
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Year
Lora-fa: Memory-efficient low-rank adaptation for large language models fine-tuning
L Zhang, L Zhang, S Shi, X Chu, B Li
arXiv preprint arXiv:2308.03303, 2023
162023
Grace: A general graph convolution framework for attributed graph clustering
B Fanseu Kamhoua, L Zhang, K Ma, J Cheng, B Li, B Han
ACM Transactions on Knowledge Discovery from Data 17 (3), 1-31, 2023
112023
Online cooperative resource allocation at the edge: A privacy-preserving approach
Y Li, HC Ng, L Zhang, B Li
2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-11, 2020
112020
Hypergraph convolution based attributed hypergraph clustering
B Fanseu Kamhoua, L Zhang, K Ma, J Cheng, B Li, B Han
Proceedings of the 30th ACM International Conference on Information …, 2021
72021
Accelerating distributed K-FAC with smart parallelism of computing and communication tasks
S Shi, L Zhang, B Li
2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021
72021
Dear: accelerating distributed deep learning with fine-grained all-reduce pipelining
L Zhang, S Shi, X Chu, W Wang, B Li, C Liu
2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023
62023
Scalable k-fac training for deep neural networks with distributed preconditioning
L Zhang, S Shi, W Wang, B Li
IEEE Transactions on Cloud Computing, 2022
62022
Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation
L Zhang, S Shi, B Li
The Eleventh International Conference on Learning Representations, 2022
52022
Evaluation and optimization of gradient compression for distributed deep learning
L Zhang, L Zhang, S Shi, X Chu, B Li
2023 IEEE 43rd International Conference on Distributed Computing Systems …, 2023
32023
Decoupling the all-reduce primitive for accelerating distributed deep learning
L Zhang, S Shi, X Chu, W Wang, B Li, C Liu
arXiv e-prints, arXiv: 2302.12445, 2023
32023
Accelerating distributed K-FAC with efficient collective communication and scheduling
L Zhang, S Shi, B Li
IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023
22023
Exact shape correspondence via 2d graph convolution
B Fanseu Kamhoua, L Zhang, Y Chen, H Yang, MA Kaili, B Han, B Li, ...
Advances in Neural Information Processing Systems 35, 18072-18087, 2022
22022
Eva: A General Vectorized Approximation Framework for Second-order Optimization
L Zhang, S Shi, B Li
arXiv preprint arXiv:2308.02123, 2023
12023
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