CV
Education
- Ph.D in Computer Science (Knowledge Graphs), University of Bonn, 2018
- M.Sc. in Computer Science, ITMO University, Saint Petersburg, 2014
Work experience
- 2023 - present: AI Research Scientist @ Intel Labs, San Diego, CA, USA
- 2021 - 2022: Postdoctoral Fellow @ Mila and McGill University, Montreal, Quebec, Canada
- Supervisor: Jian Tang, Reihaneh Rabbany, William L. Hamilton
- 2018 - 2020: Research Scientist @ Fraunhofer IAIS, Dresden, Germany
- Member of the Smart Data Analytics group
- Conversational AI group led by Prof. Dr. Jens Lehmann
- 2015 - 2018: Research Assistant @ Fraunhofer IAIS, Bonn, Germany
- Also a member of the Smart Data Analytics group at the University of Bonn
- Supervisor: Prof. Dr. Sören Auer
Community Serving
- Running the Mila Graph Representation Learning reading group together with Ladislav Rampášek and Christopher Morris
- Chair of the KG + NLP track at the Knowledge Graph Conference 2022
- Co-author of the open KG course for Russian-speaking audience
- Organized the Panel Discussion on Graph ML and its research and industry applications at Connected Data World 2021
Publications
Talks
Graph Foundation Models for Knowledge Graph Reasoning and Beyond
Talk at National University of Singapore, Singapore
Foundation Models for Knowledge Graph Reasoning: Is Inductive Reasoning Solved?
Talk at Universidad San Sebastian, Santiago, Chile
Neural Graph Reasoning
Talk at Online, Online
Foundation Models for Knowledge Graph Reasoning?
Talk at Learning on Graphs and Geometry Reading Group, Online
Graph Foundation Models
Talk at Dagstuhl Seminar, Dagstuhl, Germany
Towards Foundation Models for Graph Reasoning and AI4Science
Talk at UC San Diego, La Jolla, San Diego
Neural Graph Databases
Talk at online,
Neural Graph Databases
Talk at online,
LoG 2022 Mila Meetup
Talk at Mila, Montreal
GraphGPS
Talk at LOG2 Reading Group, virtual
Inductive Graph Reasoning without Node Features
Talk at BIRS, Kelowna, BC, Canada
Discovering New ML Applications on Knowledge Graphs
Talk at Bosch, Virtual
NodePiece @ Netflix and Twitter
Talk at Twitter, Netflix, Virtual
Compositional Tokenization in Knowledge Graphs
Talk at VU Amsterdam & Moscow NLP workshop, Virtual
Beyond Shallow Embeddings of Knowledge Graphs
Talk at AI Journey 2021, Virtual
Intro to Knowledge Graphs
Lecture at McGill COMP 599, McGill
Placing Knowledge Graphs in Graph ML
Talk at ODS DataFest 2021, Virtual
Complex Question Answering over Knowledge Graphs
Lecture at AI Journey 2020, Virtual
Message Passing for Hyper-Relational Knowledge Graphs
Paper presentation at EMNLP 2020, Virtual Punta Cana
Placing Knowledge Graphs in Graph ML
Talk at ODS Data Fest, Virtual
Stanford CS 520 Lecture 1 Slides
Lecture at Stanford University, Virtual
Knowledge Graphs and Conversational AI
Talk at Moscow NLP Seminar, Moscow, Russia
Knowledge Graphs and Conversational AI
Talk at AI Journey 2019, Moscow, Russia
Knowledge Graphs in Conversational AI Platforms
Talk at AI Talk 2019, Berlin, Germany
The Mushroom Effect or Why You Need Knowledge Graphs for Dialogue Systems
Talk at Leipziger Semantic Web Tag (LSWT 2019), Leipzig, Germany
Teaching
I am one of the authors of the open Knowledge Graph Course for Russian-speaking audience. The main educational platform for the course is ods.ai