Hello! Welcome to my personal site! Click if you wanna know more about me!
Now music up!
My name is Jixiong LIU, and I’m currently a Ph.D. student of Sorbonne University at the institution of research EURECOM supervised by Raphaël Troncy, I also work as a data scientist researcher in the DATA-IA entity at Orange Labs since 2020 directed by Yoan Chabot.
My research topic focuses on Knowledge Engineering and Natural Language Processing, more specifically, I’m interested in:
- Semantic interpretation of tabular data
- Table process and data augmentation
- Knowledge representation
Chinese is my native language, but I’m fluent in English (for academics) and French (for work & life), also I could understand some basic Japanese.
During my free time, I love writing songs with my guitar and my piano, also mangas. And I’m also an RPG Gamer.
Awards
- First prize (Accuracy Track) at the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2022, co-located with the 21th International Semantic Web Conference (ISWC’22)
- Best paper at the IC (“Ingénierie des connaissances” - Knowledge Engineering) 2022 conference co-located with PFIA 2022
- First prize (Accuracy Track) at the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, co-located with the 20th International Semantic Web Conference (ISWC’21)
- Thrid prize at the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2020, co-located with the 19th International Semantic Web Conference (ISWC’20)
Publications
Journals
[JWS] From Tabular Data to Knowledge Graphs: A Survey of Semantic Table Interpretation Tasks and Methods
Jixiong Liu, Viet-Phi Huynh, Pierre Monnin, Thomas Labbé, Yoan Chabot and Raphaël Troncy. Journal of Web Semantics (JWS), 2022. [paper]
Conferences
[ISWC] Radar Station: Using KG Embeddings for Semantic Table Interpretation and Entity Disambiguation. (Research)
Jixiong Liu, Viet-Phi Huynh, Yoan Chabot and Raphaël Troncy. 21st International Semantic Web Conference (ISWC), China, October 23-27, 2022. [paper] [code] [video] [slides]
[IC] DAGOBAH: Annotation sémantique de données tabulaires par comparaison du contexte des tables et d’un graphe de connaissances.
Viet-Phi Huynh*, Jixiong Liu*, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin and Raphaël Troncy. In Ingénierie des Connaissances (IC), St-Etienne, France, June 29-July 1st, 2022. Best Paper Award. [paper]
[ISWC] From Heuristics to Language Models: A Journey Through the Universe of Semantic Table Interpretation with DAGOBAH.
Viet-Phi Huynh, Yoan Chabot, Thomas Labbé, Jixiong Liu and Raphaël Troncy. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, 20th International Semantic Web Conference (ISWC), China, October 23-27, 2022. (paper to be appeared) [video] [API]
[ISWC] DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation of Tabular Data.
Viet-Phi Huynh*, Jixiong Liu*, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin and Raphaël Troncy. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, 20th International Semantic Web Conference (ISWC), USA, October 24-28, 2021. [paper]
[ISWC] A Framework for Automatically Interpreting Tabular Data at Orange.
Yoan Chabot, Pierre Monnin, Frédéric Deuzé, Viet-Phi Huynh, Thomas Labbé, Jixiong Liu and Raphaël Troncy. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2021, In Industry Track, 20th International Semantic Web Conference (ISWC), USA, October 24-28, 2021. [paper] [video]
[ISWC] DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data.
Viet-Phi Huynh*, Jixiong Liu*, Yoan Chabot, Frédéric Deuzé, Thomas Labbé, Pierre Monnin and Raphaël Troncy. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2020, 19th International Semantic Web Conference (ISWC), Athens, Greece, November 1-6, 2020. [paper] [video] [API]
[IC] Un système d’annotation sémantique de données tabulaires indépendant du contexte.
Yoan Chabot, Thomas Labbé, Jixiong Liu and Raphaël Troncy. In Ingénierie des Connaissances (IC), Angers, France, June 29-July 3, 2020. [paper] [slides]
[ISWC] DAGOBAH: An End-to-End Context-Free Tabular Data Semantic Annotation System.
Yoan Chabot, Thomas Labbé, Jixiong Liu and Raphaël Troncy. In Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2019, 18th International Semantic Web Conference (ISWC), Auckland, New Zealand, October 26-30, 2019. [paper]
Posters / demos
[ESWC] DAGOBAH UI: A New Hope For Semantic Table Interpretation.
Christophe Sarthou-Camy, Guillaume Jourdain, Yoan Chabot, Pierre Monnin, Frédéric Deuzé, Viet-Phi Huynh, Jixiong Liu, Thomas Labbé and Raphaël Troncy. In 19th European Semantic Web Conference (ESWC), Hersonissos, Greece, May 29-June 2, 2022. [paper] [video]