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Forecasting Question Answering over Temporal Knowledge Graphs


Aug 12, 2022
Zifeng Ding, Ruoxia Qi, Zongyue Li, Bailan He, Jingpei Wu, Yunpu Ma, Zhao Meng, Zhen Han, Volker Tresp


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SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness


Jul 25, 2022
Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip Torr

* European Conference on Computer Vision (ECCV) , 2022 

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Biologically Inspired Neural Path Finding


Jun 13, 2022
Hang Li, Qadeer Khan, Volker Tresp, Daniel Cremers


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On Calibration of Graph Neural Networks for Node Classification


Jun 03, 2022
Tong Liu, Yushan Liu, Marcel Hildebrandt, Mitchell Joblin, Hang Li, Volker Tresp

* Accepted by IJCNN 2022 (IEEE WCCI 2022) 

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Continuous Temporal Graph Networks for Event-Based Graph Data


May 31, 2022
Jin Guo, Zhen Han, Zhou Su, Jiliang Li, Volker Tresp, Yuyi Wang


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FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation


May 30, 2022
Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp


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Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction


May 21, 2022
Zifeng Ding, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp


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Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations


Mar 21, 2022
Zhen Han, Ruotong Liao, Beiyan Liu, Yao Zhang, Zifeng Ding, Heinz Köppl, Hinrich Schütze, Volker Tresp

* 11 pages 

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Relationformer: A Unified Framework for Image-to-Graph Generation


Mar 19, 2022
Suprosanna Shit, Rajat Koner, Bastian Wittmann, Johannes Paetzold, Ivan Ezhov, Hongwei Li, Jiazhen Pan, Sahand Sharifzadeh, Georgios Kaissis, Volker Tresp, Bjoern Menze


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A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs


Mar 14, 2022
Charles Tapley Hoyt, Max Berrendorf, Mikhail Gaklin, Volker Tresp, Benjamin M. Gyori


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