Yangyang Guo (guoyang9)

guoyang9

Geek Repo

Company:@nus

Location:Singapore

Home Page:guoyang9.github.io

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Yangyang Guo 's repositories

NCF

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

BPR-pytorch

A pytorch implementation for BPR (Bayesian Personalized Ranking).

NFM-pyorch

A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

A3NCF

Implementation for Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews.

ALSTP

Implementation for our TOIS paper --- Attentive Long Short-Term Preference Modeling for Personalized Product Search.

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UnifER

Official implementation for the MM'22 paper.

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PELA

PELA: Learning Parameter-Efficient Models with Low-Rank Approximation [CVPR 2024]

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TranSearch

Implementation for our MM'18 paper --- Multi-modal Preference Modeling for Product Search.

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AdaVQA

Implementation for our IJCAI-21 paper --- AdaVQA: Overcoming Language Priors with Adapted Margin Loss.

LXMERT-VQACP

This is an adaptation of LXMERT on both VQA-CP and VQA dataset.

Relation-Fact-Detector

The Relation Fact Detector in 'R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering'.

vqa-prior

Implementation for our SIGIR 2019 paper --- Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.

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class-imbalance-VQA

Implementation for our TIP paper - Loss Re-scaling VQA: Revisiting the Language Prior Problem from a Class-imbalance View.

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ELIP

Efficient language image pre-training

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pytorch-vqa

Strong baseline for visual question answering

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UNK-VQA

A VQA dataset that includes unanswerable questions.

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CF-PPS

Personalized product search with collaborative filtering and some typical baselines.

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GML-FM

Official implementation for our TKDE paper.

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