Ellie Wen
Orcid: 0000-0001-8229-2294
According to our database1,
Ellie Wen
authored at least 10 papers
between 2020 and 2024.
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Bibliography
2024
Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient 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
2023
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
Software-hardware co-design for fast and scalable training of deep learning recommendation models.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
2021
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