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Zhenwei Dai
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 15
Top Topics
Bloom Filter
Neural Network
Covariance Matrix
Named Entity Recognition
Top Venues
CoRR
Bioinform.
Tiny Papers @ ICLR
LoG
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Publications
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Zhenwei Dai
,
Chen Luo
,
Zhen Li
,
Xianfeng Tang
,
Hanqing Lu
,
Rahul Goutam
,
Haiyang Zhang
RA-NER: Retrieval augmented NER for knowledge intensive named entity recognition.
Tiny Papers @ ICLR
(2024)
Hanqing Lu
,
Xianfeng Tang
,
Chen Luo
,
Limeng Cui
,
Zhenwei Dai
,
Rahul Goutam
,
Haiyang Zhang
,
Monica Xiao Cheng
Session-Aware Product filter Ranking in E- Commerce Search.
Tiny Papers @ ICLR
(2024)
Tianyi Zhang
,
Zhenwei Dai
,
Zhaozhuo Xu
,
Anshumali Shrivastava
Graph Self-supervised Learning via Proximity Distribution Minimization.
UAI
(2023)
Zhenwei Dai
,
Vasileios Ioannidis
,
Soji Adeshina
,
Zak Jost
,
Christos Faloutsos
,
George Karypis
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning.
CoRR
(2022)
Zhenwei Dai
,
Anshumali Shrivastava
,
Pedro Reviriego
,
José Alberto Hernández
Optimizing Learned Bloom Filters: How Much Should Be Learned?
IEEE Embed. Syst. Lett.
14 (3) (2022)
Zhenwei Dai
,
Vasileios Ioannidis
,
Soji Adeshina
,
Zak Jost
,
Christos Faloutsos
,
George Karypis
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning.
LoG
(2022)
Pedro Reviriego
,
José Alberto Hernández
,
Zhenwei Dai
,
Anshumali Shrivastava
Learned Bloom Filters in Adversarial Environments: A Malicious URL Detection Use-Case.
HPSR
(2021)
Zhenwei Dai
,
Chen Dun
,
Yuxin Tang
,
Anastasios Kyrillidis
,
Anshumali Shrivastava
Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks.
CoRR
(2021)
Zhenwei Dai
,
Aditya Desai
,
Reinhard Heckel
,
Anshumali Shrivastava
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix.
SIGMOD Conference
(2021)
Zhenwei Dai
,
Anshumali Shrivastava
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web.
NeurIPS
(2020)
Zhenwei Dai
,
Aditya Desai
,
Reinhard Heckel
,
Anshumali Shrivastava
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix.
CoRR
(2020)
Zhenwei Dai
,
Reinhard Heckel
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients.
CoRR
(2019)
Zhenwei Dai
,
Anshumali Shrivastava
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier.
CoRR
(2019)
Zhenwei Dai
,
Sunny Hei Wong
,
Jun Yu
,
Yingying Wei
Batch effects correction for microbiome data with Dirichlet-multinomial regression.
Bioinform.
35 (13) (2019)
Zhenwei Dai
,
Sunny Hei Wong
,
Jun Yu
,
Yingying Wei
Batch effects correction for microbiome data with Dirichlet-multinomial regression.
Bioinform.
35 (5) (2019)