Yinwei Dai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Connectionist Networks

Knowledge Acquisition

Learning Scheme

Top Venues

Comput. Biol. Medicine

Publications

Zhixuan Wu, Rusi Su, Yinwei Dai, Xue Wu, Haodong Wu, Xiaowu Wang, Ziqiong Wang, Jingxia Bao, Jiong Chen, Erjie Xia
Deep pan-cancer analysis and multi-omics evidence reveal that ALG3 inhibits CD8+ T cell infiltration by suppressing chemokine secretion and is associated with 5-fluorouracil sensitivity. Comput. Biol. Medicine 177 (2024)
Yinwei Dai, Rui Pan, Anand P. Iyer, Kai Li, Ravi Netravali
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving. CoRR (2023)
Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury
ModelKeeper: Accelerating DNN Training via Automated Training Warmup. NSDI (2023)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC (2023)
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR (2022)
Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. ICML (2022)
Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning. CoRR (2021)
Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning. ResilientFL (2021)