Tat‐Seng Chua

Research interests

Publications

• A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

  Journal · 2024 · https://doi.org/10.1145/3637528.3671470

• Learning Intents behind Interactions with Knowledge Graph for Recommendation

  Journal · 2021 · https://doi.org/10.1145/3442381.3450133

• Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback

  Journal · 2020 · https://doi.org/10.1145/3394171.3413556

• KGAT

  Journal · 2019 · https://doi.org/10.1145/3292500.3330989

• Meta-Transfer Learning for Few-Shot Learning

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00049

• Explainable Reasoning over Knowledge Graphs for Recommendation

  Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · https://doi.org/10.1609/aaai.v33i01.33015329

• MMGCN

  Journal · 2019 · https://doi.org/10.1145/3343031.3351034

• Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences

  Journal · 2019 · https://doi.org/10.1145/3308558.3313705

• NAIS: Neural Attentive Item Similarity Model for Recommendation

  IEEE Transactions on Knowledge and Data Engineering · 2018 · https://doi.org/10.1109/tkde.2018.2831682

• Temporally Grounding Natural Sentence in Video

  Journal · 2018 · https://doi.org/10.18653/v1/d18-1015

• Adversarial Personalized Ranking for Recommendation

  Journal · 2018 · https://doi.org/10.1145/3209978.3209981

• Attributed Social Network Embedding

  IEEE Transactions on Knowledge and Data Engineering · 2018 · https://doi.org/10.1109/tkde.2018.2819980

• Visual Translation Embedding Network for Visual Relation Detection

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.331

• Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks

  Journal · 2017 · https://doi.org/10.24963/ijcai.2017/435

• Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution

  Journal · 2017 · https://doi.org/10.24963/ijcai.2017/536

• SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.667

• Attentive Collaborative Filtering

  Journal · 2017 · https://doi.org/10.1145/3077136.3080797

• Neural Factorization Machines for Sparse Predictive Analytics

  Journal · 2017 · https://doi.org/10.1145/3077136.3080777

• Neural Collaborative Filtering

  Journal · 2017 · https://doi.org/10.1145/3038912.3052569

• Fast Matrix Factorization for Online Recommendation with Implicit Feedback

  Journal · 2016 · https://doi.org/10.1145/2911451.2911489

• Topical Word Embeddings

  Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · https://doi.org/10.1609/aaai.v29i1.9522

• Exploring Principles-of-Art Features For Image Emotion Recognition

  Journal · 2014 · https://doi.org/10.1145/2647868.2654930

• Toward Scalable Systems for Big Data Analytics: A Technology Tutorial

  IEEE Access · 2014 · https://doi.org/10.1109/access.2014.2332453

• Hierarchical spatio-temporal context modeling for action recognition

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · https://doi.org/10.1109/cvpr.2009.5206721

• NUS-WIDE

  Journal · 2009 · https://doi.org/10.1145/1646396.1646452

Current projects

No projects listed.