Ellie Wen

Orcid: 0000-0001-8229-2294

According to our database1, Ellie Wen authored at least 11 papers between 2020 and 2024.

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Bibliography

2024
Wukong: Towards a Scaling Law for Large-Scale Recommendation.
CoRR, 2024

QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Wukong: Towards a Scaling Law for Large-Scale Recommendation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Towards the Better Ranking Consistency: A Multi-task Learning Framework for Early Stage Ads Ranking.
Proceedings of the Workshop on Data Mining for Online Advertising (AdKDD 2023) co-located with the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), 2023

2022
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.
CoRR, 2022


2021
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
IEEE Micro, 2021

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.
CoRR, 2021

2020
Adaptive Dense-to-Sparse Paradigm for Pruning Online Recommendation System with Non-Stationary Data.
CoRR, 2020


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