Yueeeeeeee/RecSys-Substitution-Defense

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Created almost 2 years ago
Updated almost 2 years ago

Yueeeeeeee/RecSys-Substitution-Defense

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[RecSys 2022] PyTorch Implementation of Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders

LlamaRec

[PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

BERT4NILM

[NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring

RecSys-Extraction-Attack

[RecSys 2021] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction

MetaAdapt

[ACL 2023] PyTorch Implementation of MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning

CAQA

[EMNLP 2021] PyTorch Implementation of Contrastive Domain Adaptation for Question Answering using Limited Text Corpora

MetaEvent

[ACL 2023] PyTorch Implementation of Zero-and Few-Shot Event Detection via Prompt-Based Meta Learning

Self-Supervised-QA

[COLING & EMNLP 2022] PyTorch Implementation of (1) Domain Adaptation for Question Answering via Question Classification; (2) QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation

CANMD

[CIKM 2022] PyTorch Implementation of Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19

MachineDataSpider

SLAMParking