Ruijie Wang
- PhD Student
- Phone
- +41 44 635 71 30
- Address
- Department of Informatics, Binzmühlestrasse 14, CH-8050 Zürich
- Room number
- BIN 2.D.09
Navigation auf uzh.ch
I joined the DDIS group in the Department of Informatics as a PhD student in September 2020. My research interests include Machine Learning, Natural Language Processing, and the Semantic Web. The main focus of my PhD is natural language question answering over knowledge graphs. I am also a member of the URPP Dynamics of Healthy Aging Project, where I work on deep generative model-based 3D brain MRI synthesis.
I received my master’s degree ("Graduate with Honor") in Computer Science and Technology from Xi’an Jiaotong University, China, in June 2020.
I hold dual bachelor’s degrees in Computer Science and Technology (major) and Finance (minor) from Xi’an Jiaotong University, where I was selected for the university's competitive honors engineering program.
From September 2018 to August 2019, I was a joint master's student at RWTH Aachen University, Germany, where I also worked part-time as a student research assistant at the Fraunhofer Institute for Applied Information Technology (FIT) from February to July 2019.
Additionally, funded by the Wu Ta-You Scholar Exchange Program, I visited National Tsing Hua University, Hsinchu, from July to August 2017.
Melea Camille Köhler - An Interactive and Interpretable Question Answering System over Neuroimaging KGs (BSc Thesis)
Filippo Tomelleri and Lampros Mitsiogiannis - GNN2R+ : A GNN+LM Knowledge Graph-based Question Answering Framework (MSc Project)
Pascal Severin Andermatt - Multilingual Question Generation from Knowledge Graphs (MSc Thesis)
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs
Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein
ArXiv Preprint 2024
[Code]
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein
The 21st European Semantic Web Conference (ESWC 2024)
[Code]
NLQxform-UI: A Natural Language Interface for Querying DBLP Interactively
Ruijie Wang, Zhiruo Zhang, Luca Rossetto, Florian Ruosch, Abraham Bernstein
ArXiv Preprint 2024
[Code]
NLQxform: A Language Model-based Question to SPARQL Transformer
Ruijie Wang, Zhiruo Zhang, Luca Rossetto, Florian Ruosch, Abraham Bernstein
Scholarly QALD @ The 22nd International Semantic Web Conference (ISWC 2023)
Winner of DBLP_QuAD KGQA Challenge (28.2% margin over the runner-up)
[Code]
Structured Query Construction via Knowledge Graph Embedding
Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker
Knowledge and Information Systems (Volume 62, 2020)
Leveraging Knowledge Graph Embeddings for Natural Language Question Answering
Ruijie Wang, Meng Wang, Jun Liu, Weitong Chen, Michael Cochez, Stefan Decker
The 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019)
Graph Embedding Based Query Construction Over Knowledge Graphs
Ruijie Wang, Meng Wang, Jun Liu, Siyu Yao, Qinghua Zheng
2018 IEEE International Conference on Big Knowledge (ICBK 2018)
Best Paper Award (1 / 59 accepted papers)
Towards Empty Answers in SPARQL: Approximating Querying with RDF Embedding
Meng Wang, Ruijie Wang, Jun Liu, Yihe Chen, Lei Zhang, Guilin Qi
The 17th International Semantic Web Conference (ISWC 2018)
Best Student Paper Nominee (3 / all student papers)
Single-Label Multi-Modal Field of Research Classification
Florian Ruosch, Rosni Vasu, Ruijie Wang, Luca Rossetto, Abraham Bernstein
NSLP Workshop@The 21st European Semantic Web Conference (ESWC 2024)
LifeGraph 4 - Lifelog Retrieval using Multimodal Knowledge Graphs and Vision-Language Models
Luca Rossetto, Athina Kyriakou, Svenja Lange, Florian Ruosch, Ruijie Wang*, Kathrin Wardatzky, Abraham Bernstein
*ordered alphabetically according to the last name
Lifelog Search Challenge @ The 2024 ACM International Conference on Multimedia Retrieval (LSC@ICMR 2024)
Multi-Mode Clustering for Graph-Based Lifelog Retrieval
Luca Rossetto, Oana Inel, Svenja Lange, Florian Ruosch, Ruijie Wang*, Abraham Bernstein
*ordered alphabetically
Lifelog Search Challenge @ The 2023 ACM International Conference on Multimedia Retrieval (LSC@ICMR 2023)
Exploring Graph-Querying Approaches in LifeGraph
Luca Rossetto, Matthias Baumgartner, Ralph Gasser, Lucien Heitz, Ruijie Wang*, Abraham Bernstein
*ordered alphabetically
Lifelog Search Challenge @ The 2021 ACM International Conference on Multimedia Retrieval (LSC@ICMR 2021)