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Ikan Baung's Projects

dan-snr icon dan-snr

A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation

flickr-photo icon flickr-photo

Construct & Recommend trajectories using FYCC100m dataset

learning-tsp icon learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

logbook icon logbook

Catatan Harian dan Ide dari Seorang Hamba Allah

markov-poirank icon markov-poirank

Replication the code was originally sourced from https://github.com/computationalmedia/tour-cikm16.

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

rl_tsp_4static icon rl_tsp_4static

Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

tlr icon tlr

Our proposed multi-attention based transformer learning model captures visitor’s historical check-ins spatiotemporal dependencies for POI recommendation.

tlr-m icon tlr-m

In this research, we present a problem of queuing time aware next POI recommendation and demonstrate how it is non-trivial to both recommend a next POI and simultaneously predict its queuing time.

tlr-m_ui icon tlr-m_ui

In this work, we propose a multi-task, multi-head attention transformer model.

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