default author photo

Jia Wu

Macquarie University

North Ryde

Sydney, 2109

Australia

SCHOLARLY PAPERS

8

DOWNLOADS

644

TOTAL CITATIONS

4

Scholarly Papers (8)

1.

Siamese Q Representation in Reinforcement Learning

Number of pages: 25 Posted: 21 Nov 2022
Shanghai University, Shanghai University, Shanghai University, Shanghai University and Macquarie University
Downloads 149 (497,070)

Abstract:

Loading...

Reinforcement Learning, representation learning, Simulation to real, Contrastive learning

2.

Triplet-Aware Graph Neural Networks for Factorized Multi-Modal Knowledge Graph Entity Alignment

Number of pages: 50 Posted: 09 Nov 2023
Beihang University (BUAA), Beihang University (BUAA) - Beijing Advanced Innovation Center for Big Data and Brain Computing, Macquarie University, University of Sheffield, Beihang University (BUAA) - Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University (BUAA), Beihang University (BUAA) and University of Illinois
Downloads 145 (514,995)
Citation 3

Abstract:

Loading...

Multi-Modal Entity Alignment, Factor Knowledge Graph, Graph representation learning, Triplet-aware GNN

3.

Graph Explicit Pooling for Graph-Level Representation Learning

Number of pages: 38 Posted: 27 Mar 2024
Wuhan University, Wuhan University, Wuhan University, University of Melbourne, The University of Sydney, Macquarie University, Wuhan University and Wuhan University
Downloads 120 (600,462)

Abstract:

Loading...

Graph pooling, Graph Neural Networks, graph classification, Node Classification

4.

Towards a Better Model with Dual Transformer for Drug Response Prediction

Number of pages: 30 Posted: 20 Aug 2024
affiliation not provided to SSRN, Macquarie University, affiliation not provided to SSRN, Mechanical Engineering Research Institute of the Russian Academy of Sciences, Huazhong University of Science and Technology - Hubei Cancer Hospital, Wuhan University and Wuhan University
Downloads 80 (803,225)

Abstract:

Loading...

Drug Respond Prediction, Graph Transformer, Chemical Bond, Chiral Isomer

5.

Incorporating User Rating Credibility in Recommender Systems

Number of pages: 14 Posted: 18 Jul 2022
Macquarie University, Macquarie University, Macquarie University and Macquarie University
Downloads 64 (924,743)
Citation 1

Abstract:

Loading...

Recommender System, Collaborative Filtering, Users' Credibility, Neighbor Selection, Ontology, Rating behavior

6.

Deep Fusion of Dependency and Semantics for Aspect-Based Sentiment Analysis

Number of pages: 16 Posted: 17 Sep 2024
Wuhan University, Wuhan University, Macquarie University, Wuhan University, China Waterborne Transport Research Institute and Wuhan University
Downloads 60 (961,006)

Abstract:

Loading...

Aspect-Based Sentiment AnalysisDependency VectorsDependency EncoderMulti-Channel AttentionDeep Fusion

7.

Resolving Sequence-Structure Misalignment in Antibody Design via Consistency-Aware Flow Matching

Number of pages: 9 Posted: 02 May 2026
Wuhan University, Wuhan University, Wuhan University, Wuhan University, Macquarie University and Wuhan University
Downloads 22 (1,491,251)

Abstract:

Loading...

Antibody Design, Flow Matching, CDR Co-design, Curriculum Learning

8.

DC-GCL: A Unified Framework for Graph Contrastive Learning via Dual-Perspective Cross Augmentation

Number of pages: 46 Posted: 21 May 2026
Wuhan University, Wuhan University, University of Melbourne, Macquarie University, China Academy of Chinese Medical Sciences and Wuhan University
Downloads 4 (1,579,934)

Abstract:

Loading...

Graph contrastive learning, Graph representation learning, Graph Transformer.