An Exploratory Study on Judicial Image Quality Assessment Based on Deep Learning. - Qiqi Gu; Weilin Cai; Shengcheng Yu; Zhenyu Chen 001 (QRS, 2019)

Flexible Supervision System: A Fast Fault-Tolerance Strategy for Cloud Applications in Cloud-Edge Collaborative Environments. - Weilin Cai; Heng Chen 002; Zhimin Zhuo; Ziheng Wang 002; Ninggang An (NPC, 2022)

LogSC: Model-based one-sided communication performance estimation. - Ziheng Wang 002; Heng Chen 002; Xiaoshe Dong; Weilin Cai; Xingjun Zhang (Future Gener. Comput. Syst., 2022)

Implementation and optimization of ChaCha20 stream cipher on sunway taihuLight supercomputer. - Weilin Cai; Heng Chen 002; Ziheng Wang 002; Xingjun Zhang (J. Supercomput., 2022)

Extending τ-Lop to model MPI blocking primitives on shared memory. - Ziheng Wang 002; Heng Chen 002; Xiaoshe Dong; Weilin Cai; Yan Kang 005; Xingjun Zhang (J. Supercomput., 2022)

Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts. - Weilin Cai; Juyong Jiang; Le Qin; Junwei Cui; Sunghun Kim; Jiayi Huang (CoRR, 2024)

A Survey on Mixture of Experts. - Weilin Cai; Juyong Jiang; Fan Wang; Jing Tang 004; Sunghun Kim; Jiayi Huang 001 (CoRR, 2024)

Partial Experts Checkpoint: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. - Weilin Cai; Le Qin; Jiayi Huang (CoRR, 2024)

Reinforcement-Learning-Informed Prescriptive Analytics for Air Traffic Flow Management. - Yuan Wang 069; Weilin Cai; Yilei Tu; Jianfeng Mao (IEEE Trans Autom. Sci. Eng., 2024)

MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. - Weilin Cai; Le Qin; Jiayi Huang 001 (ASPLOS (2), 2025)

Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models. - Le Qin; Junwei Cui; Weilin Cai; Jiayi Huang 001 (ISCA, 2025)

Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts. - Shwai He; Weilin Cai; Jiayi Huang; Ang Li (CoRR, 2025)

A Survey on Mixture of Experts in Large Language Models. - Weilin Cai; Juyong Jiang; Fan Wang; Jing Tang 004; Sunghun Kim; Jiayi Huang 001 (IEEE Trans. Knowl. Data Eng., 2025)