Trung-Kien Tran

46 papers A* 5A 1Misc 5Journal 12Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explaining Graph Neural Networks for Node Similarity on Graphs. Trans. Mach. Learn. Res. Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
2025	—	`conf`	Automotive Document Labeling Using Large Language Models. EMNLP (Industry Track) Dang Van Thin, Cuong Xuan Chu, Christian Graf, Tobias Kaminski, Trung-Kien Tran
2025	—	`conf`	Beyond Manual Labels: Unsupervised Graph-Based Explanations for Error Analysis in Image Classifiers. ISWC (1) Youmna Ismaeil, Jan-Hendrik Metzen, Trung-Kien Tran, Hendrik Blockeel, Daria Stepanova
2025	J	`jnl`	FedNDA: Enhancing Federated Learning with Noisy Client Detection and Robust Aggregation. EAI Endorsed Trans. Ind. Networks Intell. Syst. Tuan-Dung Kieu, Charles Fonbonne, Trung-Kien Tran, Thi-Lan Le, Hai Vu, Huu-Thanh Nguyen, Thanh-Hai Tran
2025	J	`jnl`	FlowerAction: a federated deep learning framework for video-based human action recognition. J. Ambient Intell. Humaniz. Comput. Thi Quynh Khanh Dinh, Thanh-Hai Tran, Trung-Kien Tran, Thi-Lan Le
2025	J	`jnl`	ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering. CoRR Duong T. Tran, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc
2024	J	`jnl`	Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab
2024	J	`jnl`	Explaining Graph Neural Networks for Node Similarity on Graphs. CoRR Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
2024	—	`conf`	FedNTProto: A Prototype-Based Approach for Personalized Federated Learning. MAPR Trung-Kien Tran, Ha-Phuong Tran, Thi-Lan Le, Thanh-Hai Tran
2024	—	`conf`	VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph. ESWC (2) Jicheng Yuan, Anh Le-Tuan, Manh Nguyen-Duc, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc
2023	A	`conf`	Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs. CIKM Medina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova
2023	Misc	`conf`	FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings. ISWC Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel
2023	—	`conf`	GAFormer: Wearable IMU-Based Human Activity Recognition with Gramian Angular Field and Transformer. APSIPA ASC Trung-Hieu Le, Thai-Khanh Nguyen, Trung-Kien Tran, Thanh-Hai Tran, Cuong Pham
2023	—	`conf`	Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity. ISWC (Posters/Demos/Industry) Huu Tan Mai, Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel
2023	—	`conf`	Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming. ESWC (Satellite Events) Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova
2023	—	`conf`	Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov
2023	J	`jnl`	VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph. CoRR Jicheng Yuan, Anh Le-Tuan, Manh Nguyen-Duc, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc
2022	Misc	`conf`	A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data. ICASSP Cheick T. Cissé, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
2022	J	`jnl`	Box Embeddings for the Description Logic EL++. CoRR Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
2022	J	`jnl`	CQELS 2.0: Towards A Unified Framework for Semantic Stream Fusion. CoRR Anh Le-Tuan, Manh Nguyen Duc, Chien-Quang Le, Trung-Kien Tran, Manfred Hauswirth, Thomas Eiter, Danh Le Phuoc
2022	—	`conf`	Deepsen3: Deep Multi-Scale Learning Model For Spatial-Spectral Fusion Of Sentinel-2 And Sentinel-3 Remote Sensing Images. WHISPERS Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cédric Jamet, Trung-Kien Tran
2022	Misc	`conf`	Faithful Embeddings for ISWC Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
2022	J	`jnl`	Fantastic Data and How to Query Them. CoRR Trung-Kien Tran, Anh Le-Tuan, Manh Nguyen Duc, Jicheng Yuan, Danh Le Phuoc
2022	—	`conf`	Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. ISWC (Posters/Demos/Industry) 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
2022	—	`conf`	The Data Value Quest: A Holistic Semantic Approach at Bosch. ESWC (Satellite Events) 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
2022	Misc	`conf`	Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. ISWC Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos, Hendrik Blockeel
2021	J	`jnl`	A Neural-symbolic Approach for Ontology-mediated Query Answering. CoRR Medina Andresel, Csaba Domokos, Daria Stepanova, Trung-Kien Tran
2021	A*	`conf`	Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowledge Graph Exploration. WWW Yuxuan Shi, Gong Cheng, Trung-Kien Tran, Evgeny Kharlamov, Yulin Shen
2021	Misc	`conf`	Improving Knowledge Graph Embeddings with Ontological Reasoning. ISWC Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova
2021	A*	`conf`	Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees. IJCAI Yuxuan Shi, Gong Cheng, Trung-Kien Tran, Jie Tang, Evgeny Kharlamov
2021	—	`conf`	VisionKG: Towards A Unified Vision Knowledge Graph. ISWC (Posters/Demos/Industry) Anh Lê Tuán, Trung-Kien Tran, Duc Manh Nguyen, Jicheng Yuan, Manfred Hauswirth, Danh Le Phuoc
2020	—	`conf`	ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
2020	A*	`conf`	Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs. WWW Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen
2020	—	`conf`	Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering. ISWC (Demos/Industry) Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova
2019	—	`conf`	Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov
2017	A*	`conf`	Ontology Materialization by Abstraction Refinement in Horn SHOIF. AAAI Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran
2016	—	`conf`	Ontology Materialization by Abstraction Refinement in Horn SHOIF. Description Logics Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran
2016	—	`conf`	Scalable Reasoning by Abstraction Beyond DL-Lite. RR Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran
2015	—	`—`	Large scale retinal modeling for the design of new generation retinal prostheses. Trung-Kien Tran
2014	—	`conf`	Abstraction Refinement for Ontology Materialization. Description Logics Birte Glimm, Yevgeny Kazakov, Thorsten Liebig, Trung-Kien Tran, Vincent Vialard
2014	—	`conf`	Abstraction Refinement for Ontology Materialization. ISWC (2) Birte Glimm, Yevgeny Kazakov, Thorsten Liebig, Trung-Kien Tran, Vincent Vialard
2013	J	`jnl`	Grounding Ontologies with Social Processes and Natural Language. J. Data Semant. Christophe Debruyne, Trung-Kien Tran, Robert Meersman
2012	A*	`conf`	Query Rewriting for Horn-SHIQ Plus Rules. AAAI Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao
2012	—	`conf`	Towards Practical Query Answering for Horn-SHIQ. Description Logics Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao
2012	—	`conf`	Towards Using OWL Integrity Constraints in Ontology Engineering. OTM Workshops Trung-Kien Tran, Christophe Debruyne
2012	—	`conf`	Using $\mathcal{SOIQ}$ (D) to Formalize Semantics within a Semantic Decision Table. RuleML Yan Tang Demey, Trung-Kien Tran