Weilin Cai

According to our database, Weilin Cai authored at least 17 papers between 2019 and 2026.

Collaborative distances:

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

2026

Automated emotional design generation for NEV wheel hubs: Integrating StyleGAN2-ADA and WOA-SVR within Kansei engineering.

Yi Wang, Meiyu Zhou, Zhengyu Wang, Weilin Cai, Xin Sun, Huijuan Zhu

Expert Syst. Appl., 2026

2025

Accelerating Mixture-of-Experts Inference by Hiding Offloading Latency with Speculative Decoding.

Zhibin Wang, Zhonghui Zhang, Yuhang Zhou, Zibo Wang, Mo Zhou, Peng Jiang, Weilin Cai, Chengying Huan, Rong Gu, Sheng Zhong, Chen Tian

CoRR, August, 2025

DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction.

Weilin Cai, Le Qin, Shwai He, Junwei Cui, Ang Li, Jiayi Huang

CoRR, August, 2025

A Survey on Mixture of Experts in Large Language Models.

Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang

IEEE Trans. Knowl. Data Eng., July, 2025

Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts.

Shwai He, Weilin Cai, Jiayi Huang, Ang Li

CoRR, March, 2025

Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models.

Le Qin, Junwei Cui, Weilin Cai, Jiayi Huang

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

Extended Invalid Action Mask: Training-Time Size-Agnostic Safe Reinforcement Learning for Flexible Job Shop Scheduling Problems.

Weilin Cai, Wenjun Zheng, Zhaoli Wang, Yilan Chen, Jianfeng Mao

Proceedings of the 21st IEEE International Conference on Automation Science and Engineering, 2025

MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training.

Weilin Cai, Le Qin, Jiayi Huang

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

Reinforcement-Learning-Informed Prescriptive Analytics for Air Traffic Flow Management.

Yuan Wang, Weilin Cai, Yilei Tu, Jianfeng Mao

IEEE Trans Autom. Sci. Eng., July, 2024

Partial Experts Checkpoint: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training.

Weilin Cai, Le Qin, Jiayi Huang

CoRR, 2024

A Survey on Mixture of Experts.

Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang

CoRR, 2024

Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts.

Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang

CoRR, 2024

2022

Extending τ-Lop to model MPI blocking primitives on shared memory.

Ziheng Wang, Heng Chen, Xiaoshe Dong, Weilin Cai, Yan Kang, Xingjun Zhang

J. Supercomput., 2022

Implementation and optimization of ChaCha20 stream cipher on sunway taihuLight supercomputer.

Weilin Cai, Heng Chen, Ziheng Wang, Xingjun Zhang

J. Supercomput., 2022

<i>LogSC</i>: Model-based one-sided communication performance estimation.

Ziheng Wang, Heng Chen, Xiaoshe Dong, Weilin Cai, Xingjun Zhang

Future Gener. Comput. Syst., 2022

Flexible Supervision System: A Fast Fault-Tolerance Strategy for Cloud Applications in Cloud-Edge Collaborative Environments.

Weilin Cai, Heng Chen, Zhimin Zhuo, Ziheng Wang, Ninggang An

Proceedings of the Network and Parallel Computing, 2022

2019

An Exploratory Study on Judicial Image Quality Assessment Based on Deep Learning.

Qiqi Gu, Weilin Cai, Shengcheng Yu, Zhenyu Chen

Proceedings of the 19th IEEE International Conference on Software Quality, 2019