Trung Kien Tran

According to our database, Trung Kien Tran authored at least 53 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering.

Duong T. Tran, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc

CoRR, July, 2025

FlowerAction: a federated deep learning framework for video-based human action recognition.

Thi Quynh Khanh Dinh, Thanh-Hai Tran, Trung-Kien Tran, Thi-Lan Le

J. Ambient Intell. Humaniz. Comput., March, 2025

FedNDA: Enhancing Federated Learning with Noisy Client Detection and Robust Aggregation.

Tuan-Dung Kieu, Charles Fonbonne, Trung-Kien Tran, Thi-Lan Le, Hai Vu, Huu-Thanh Nguyen, Thanh-Hai Tran

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2025

2024

Code for Faithful Embeddings for EL++ Knowledge Bases.

Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab

Dataset, July, 2024

Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings.

Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab

CoRR, 2024

Explaining Graph Neural Networks for Node Similarity on Graphs.

Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth

CoRR, 2024

An Approach of Generating Synthetic Data in Military Camouflaged Object Detection.

Thi Thu Hang Truong, Trung Kien Tran, Chi Thanh Nguyen, Thi Hai Hong Phan, Anh Tuan Nguyen, Ngoc Son Nguyen

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

FedNTProto: A Prototype-Based Approach for Personalized Federated Learning.

Trung-Kien Tran, Ha-Phuong Tran, Thi-Lan Le, Thanh-Hai Tran

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph.

Jicheng Yuan, Anh Le-Tuan, Manh Nguyen-Duc, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc

Proceedings of the Semantic Web - 21st International Conference, 2024

2023

ARist: An effective API argument recommendation approach.

Son Nguyen, Cuong Tran Manh, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Kien-Tuan Ngo, Hieu Dinh Vo

J. Syst. Softw., October, 2023

Band Ratios Combination for Estimating Chlorophyll-a from Sentinel-2 and Sentinel-3 in Coastal Waters.

Manh Duy Tran, Vincent Vantrepotte, Hubert Loisel, Eduardo N. Oliveira, Trung Kien Tran, Daniel S. F. Jorge, Xavier Mériaux, Rodolfo Paranhos

Remote. Sens., March, 2023

Towards Statistical Reasoning with Ontology Embeddings.

Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov

Proceedings of the ISWC 2023 Posters, 2023

Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity.

Huu Tan Mai, Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel

Proceedings of the ISWC 2023 Posters, 2023

FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings.

Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel

Proceedings of the Semantic Web - ISWC 2023, 2023

A Combination of Multi-Branch CNN and Feature Rearrangement for Down Syndrome Prediction.

Nhu Hai Phung, Chi Thanh Nguyen, Trung Kien Tran, Thi Thu Hang Truong, Danh Cuong Tran, Thi Trang Nguyen, Duc Huy Do

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming.

Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs.

Medina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

GAFormer: Wearable IMU-Based Human Activity Recognition with Gramian Angular Field and Transformer.

Trung-Hieu Le, Thai-Khanh Nguyen, Trung-Kien Tran, Thanh-Hai Tran, Cuong Pham

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

CQELS 2.0: Towards A Unified Framework for Semantic Stream Fusion.

Anh Le-Tuan, Manh Nguyen Duc, Chien-Quang Le, Trung-Kien Tran, Manfred Hauswirth, Thomas Eiter, Danh Le Phuoc

CoRR, 2022

Box Embeddings for the Description Logic EL++.

Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab

CoRR, 2022

Fantastic Data and How to Query Them.

Trung-Kien Tran, Anh Le-Tuan, Manh Nguyen Duc, Jicheng Yuan, Danh Le Phuoc

CoRR, 2022

Deepsen3: Deep Multi-Scale Learning Model For Spatial-Spectral Fusion Of Sentinel-2 And Sentinel-3 Remote Sensing Images.

Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.

Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

Faithful Embeddings for <i>E</i>ℒ⁺⁺ Knowledge Bases.

Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab

Proceedings of the Semantic Web - ISWC 2022, 2022

Towards Neural Network Interpretability Using Commonsense Knowledge Graphs.

Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos, Hendrik Blockeel

Proceedings of the Semantic Web - ISWC 2022, 2022

An XAI-Based Deep Learning Framework for Coronary Artery Disease Diagnosis using SPECT MPI polar map images.

Ton Do Thanh, Chi Thanh Nguyen, Nhu Hai Phung, Van-Hau Nguyen, Trung Kien Tran, Thanh Trung Nguyen

Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering, 2022

Evaluation of Synthetic Data Generating Methods in Down Syndrome Prediction During the First Trimester Screening in Vietnam.

Trung Kien Tran, Chi Thanh Nguyen, Nhu Hai Phung, Thi Thu Hang Truong, Danh Cuong Tran, Thi Trang Nguyen, Thi Minh Phuong Lex

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

End-to-end deep learning-based framework for driver action recognition.

Hong-Quan Nguyen, Thuy-Binh Nguyen, Trung Kien Tran, Van-Nam Hoang, Thi-Lan Le, Thanh-Hai Tran, Hai Vu

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data.

Cheick T. Cissé, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran

Proceedings of the IEEE International Conference on Acoustics, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.

Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

SCAR: Smart Contract Alarm Ranking.

Trung Kien Tran, Hieu Dinh Vo

Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

2021

A Neural-symbolic Approach for Ontology-mediated Query Answering.

Medina Andresel, Csaba Domokos, Daria Stepanova, Trung-Kien Tran

CoRR, 2021

Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowledge Graph Exploration.

Yuxuan Shi, Gong Cheng, Trung-Kien Tran, Evgeny Kharlamov, Yulin Shen

Proceedings of the WWW '21: The Web Conference 2021, 2021

Experimental Comparison of Multi-Sharpening Methods Applied To Sentinel-2 MSI and Sentinel-3 OLCI Images.

Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung Kien Tran

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

VisionKG: Towards A Unified Vision Knowledge Graph.

Anh Lê Tuán, Trung-Kien Tran, Duc Manh Nguyen, Jicheng Yuan, Manfred Hauswirth, Danh Le Phuoc

Proceedings of the ISWC 2021 Posters, 2021

Improving Knowledge Graph Embeddings with Ontological Reasoning.

Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova

Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees.

Yuxuan Shi, Gong Cheng, Trung-Kien Tran, Jie Tang, Evgeny Kharlamov

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

API parameter recommendation based on language model and program analysis.

Tran Manh Cuong, Trung Kien Tran, Tan M. Nguyen, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2020

Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs.

Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs.

Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum

Proceedings of the Semantic Web - ISWC 2020, 2020

Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering.

Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

2019

Deriving Particulate Organic Carbon in Coastal Waters from Remote Sensing: Inter-Comparison Exercise and Development of a Maximum Band-Ratio Approach.

Trung Kien Tran, Lucile Duforêt-Gaurier, Vincent Vantrepotte, Daniel Schaffer Ferreira Jorge, Xavier Mériaux, Arnaud Cauvin, Odile Fanton d'Andon, Hubert Loisel

Remote. Sens., 2019

Towards the Bosch Materials Science Knowledge Base.

Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Image-Based Unknown Malware Classification with Few-Shot Learning Models.

Trung Kien Tran, Hiroshi Sato, Masao Kubo

Proceedings of the Seventh International Symposium on Computing and Networking Workshops, 2019

2017

Ontology Materialization by Abstraction Refinement in Horn SHOIF.

Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Scalable Reasoning by Abstraction Beyond DL-Lite.

Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran

Proceedings of the Web Reasoning and Rule Systems - 10th International Conference, 2016

2015

Large scale retinal modeling for the design of new generation retinal prostheses.

Trung-Kien Tran

PhD thesis, 2015

2014

Abstraction Refinement for Ontology Materialization.

Birte Glimm, Yevgeny Kazakov, Thorsten Liebig, Trung-Kien Tran, Vincent Vialard

Proceedings of the Semantic Web - ISWC 2014, 2014

2013

Grounding Ontologies with Social Processes and Natural Language.

Christophe Debruyne, Trung-Kien Tran, Robert Meersman

J. Data Semant., 2013

2012

Using $\mathcal{SOIQ}$ (D) to Formalize Semantics within a Semantic Decision Table.

Yan Tang Demey, Trung-Kien Tran

Proceedings of the Rules on the Web: Research and Applications, 2012

Towards Using OWL Integrity Constraints in Ontology Engineering.

Trung-Kien Tran, Christophe Debruyne

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

Towards Practical Query Answering for Horn-SHIQ.

Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao

Proceedings of the 2012 International Workshop on Description Logics, 2012

Query Rewriting for Horn-SHIQ Plus Rules.

Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012