Weijie Zhao

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Pb-Hash: Partitioned b-bit Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

Token-wise Influential Training Data Retrieval for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Blockwise Feature Interaction in Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections.

[BibT_eX]

[DOI]

CoRR, 2023

Building K-Anonymous User Cohorts with Consecutive Consistent Weighted Sampling (CCWS).

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Asymmetric Hashing for Fast Ranking via Neural Network Measures.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Machine Unlearning in Gradient Boosting Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Constrained Approximate Similarity Search on Proximity Graph.

[BibT_eX]

[DOI]

CoRR, 2022

Package for Fast ABC-Boost.

[BibT_eX]

[DOI]

CoRR, 2022

pGMM Kernel Regression and Comparisons with Boosted Trees.

[BibT_eX]

[DOI]

CoRR, 2022

Proximity Graph Maintenance for Fast Online Nearest Neighbor Search.

[BibT_eX]

[DOI]

CoRR, 2022

Fast ABC-Boost: A Unified Framework for Selecting the Base Class in Multi-Class Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising.

[BibT_eX]

[DOI]

CoRR, 2022

GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Integrity Authentication in Tree Models.

[BibT_eX]

[DOI]

Yingjie Lao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Identification for Deep Neural Network: Simply Adjusting Few Weights!

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Feature Fusion Network for Personalized Online Advertising Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

FeatureBox: Feature Engineering on GPUs for Massive-Scale Ads Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

PaddleBox: Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

On the Convergence of Decentralized Adaptive Gradient Methods.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2022

DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Fast Neural Ranking on Bipartite Graph Indices.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Consistent Sampling Through Extremal Process.

[BibT_eX]

[DOI]

Xiaoyun Li

Gennady Samorodnitsky

Proceedings of the WWW '21: The Web Conference 2021, 2021

Agile and Accurate CTR Prediction Model Training for Massive-Scale Online Advertising Systems.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Multi-Type Textual Reasoning for Product-Aware Answer Generation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Norm Adjusted Proximity Graph for Fast Inner Product Retrieval.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TIRA in Baidu Image Advertising.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

LIRA: Learnable, Imperceptible and Robust Backdoor Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Task and Multi-Scene Unified Ranking Model for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Thunder: a Fast Coordinate Selection Solver for Sparse Learning.

[BibT_eX]

[DOI]

Shaogang Ren

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems.

[BibT_eX]

[DOI]

Proceedings of the Third Conference on Machine Learning and Systems, 2020

SONG: Approximate Nearest Neighbor Search on GPU.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

AIBox: CTR Prediction Model Training on a Single Node.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Advanced Database Techniques for Processing Scientific Multi-Dimensional Data.

[BibT_eX]

[DOI]

PhD thesis, 2018

Automatic identification and classification of Palomar Transient Factory astrophysical objects in GLADE.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2018

Distributed Caching for Complex Querying of Raw Arrays.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed caching for processing raw arrays.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

2017

OLA-RAW: Scalable Exploration over Raw Data.

[BibT_eX]

[DOI]

CoRR, 2017

Bi-Level Online Aggregation on Raw Data.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Incremental View Maintenance over Array Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

ArrayUDF: User-Defined Scientific Data Analysis on Arrays.

[BibT_eX]

[DOI]

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

2016

Similarity Join over Array Data.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data.

[BibT_eX]

[DOI]

CoRR, 2015

Vertical partitioning for query processing over raw data.

[BibT_eX]

[DOI]