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- Centre for Quantum Computation and Communication TechnologyAU38 papers
- Australian Research CouncilAU23 papers
- The University of QueenslandAU22 papers
- Australian National UniversityAU11 papers
- UNSW SydneyAU9 papers
- Centre National de la Recherche ScientifiqueFR8 papers
- Monash UniversityAU7 papers
- Commonwealth Scientific and Industrial Research OrganisationAU6 papers
- Macquarie UniversityAU6 papers
- University of OxfordGB6 papers
- National University of SingaporeSG5 papers
- The University of SydneyAU5 papers
5 papers · 1 filter
On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective
Hung Vinh Tran, Tong Chen, Guanhua Ye +3
Content-based Recommender Systems (CRSs) play a crucial role in shaping user experiences in e-commerce, online advertising, and personalized recommendations. However, due to the va…
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari +1
Knowledge graphs (KGs), as a structured form of knowledge representation, have been widely applied in the real world. Recently, few-shot knowledge graph completion (FKGC), which ai…
TRec: Sequential Recommender Based On Latent Item Trend Information
Ye Tao, Can Wang, Lina Yao +2
Recommendation system plays an important role in online web applications. Sequential recommender further models user short-term preference through exploiting information from lates…
On Event Causality Detection in Tweets
Humayun Kayesh, Md. Saiful Islam, Junhu Wang
Nowadays, Twitter has become a great source of user-generated information about events. Very often people report causal relationships between events in their tweets. Automatic dete…
Hybrid Collaborative Recommendation via Semi-AutoEncoder
Shuai Zhang, Lina Yao, Xiwei Xu +2
In this paper, we present a novel structure, Semi-AutoEncoder, based on AutoEncoder. We generalize it into a hybrid collaborative filtering model for rating prediction as well as p…