Agustinus Kristiadi


Bayesian Inference
Natural Gradient
Generative Models


University of Bonn, Germany

M.Sc., Computer Science, 2017-2019 (expected)
Theoretical Computer Science, Intelligent Systems

Universitas Atma Jaya Yogyakarta, Indonesia

B.Eng., Informatics Engineering, 2009-2013
Numerical Analysis, Soft Computing


Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge

Chauduri, Debanjan, Agustinus Kristiadi, Jens Lehmann, Asja Fischer. CoNLL (2018).
[arxiv] [code]

Incorporating Literals into Knowledge Graph Embeddings

Kristiadi, Agustinus*, Mohammad Asif Khan*, Denis Lukovnikov, Jens Lehmann, and Asja Fischer. arXiv preprint arXiv:1802.00934 (2018).
[arxiv] [code]

Deep Convolutional Level Set Method for Image Segmentation

Kristiadi, Agustinus, and Pranowo Pranowo. Journal of ICT Research and Applications 11.3 (2017): 284-298.
[pdf] [code]

Parallel Particle Swarm Optimization for Image Segmentation

Kristiadi, Agustinus, Pranowo Pranowo, and Paulus Mudjihartono. DEIS2013.
[pdf] [code]

Academic Experience

Smart Data Analytics (SDA) Research

Student Research Assistant, 2017-

Universitas Atma Jaya Yogyakarta

Research Assistant, 2016-2017

Universitas Atma Jaya Yogyakarta

Tutor, Advanced Data Structure, 2012
Tutor, Database, 2011

Industry Experience

GDP Labs

Software Engineer, 2013-2015

Astra International

Software Engineering Intern, 2012


English (IELTS 8.0)
German (A2)
Indonesian (native)
Javanese (native)