Weilin Cai
Scholar

Weilin Cai

Google Scholar ID: dacV5lQAAAAJ
The Hong Kong University of Science and Technology (Guangzhou)
Machine Learning SystemsHigh Performance ComputingArtificial Intelligence
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Citations & Impact
All-time
Citations
154
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
5
list available
Contact
No contact links provided.
Publications
6 items
Accelerating Mixture-of-Experts Inference by Hiding Offloading Latency with Speculative Decoding
2025
Cited
0
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction
2025
Cited
0
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
2025
Cited
0
MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 · 2024
Cited
1
A Survey on Mixture of Experts in Large Language Models
IEEE Transactions on Knowledge and Data Engineering · 2024
Cited
77
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts
arXiv.org · 2024
Cited
8
Resume (English only)
Co-authors
5 total
Jiayi Huang
Jiayi Huang
The Hong Kong University of Science and Technology (Guangzhou)
Co-author 2
Co-author 2
Juyong Jiang
Juyong Jiang
PhD Candidate, The Hong Kong University of Science and Technology
Le Qin
Le Qin
The Hong Kong University of Science and Technology (Guangzhou)
Shwai He
Shwai He
University of Maryland, College Park