Scholar
Volker Tresp
Google Scholar ID: xIJHTUwAAAAJ
Ludwig-Maximilians-Universität München (LMU Munich)
Machine Learning
Artificial Intelligence
Computational Cognitive Neuroscience
Knowledge Graphs
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Citations & Impact
All-time
Citations
13,644
H-index
55
i10-index
186
Publications
20
Co-authors
146
list available
Publications
52 items
Rethinking Multi-Image Re-Representation in Multi-Image Understanding
2026
Cited
0
Learning Chaos Without Seeing Chaos: Extrapolation of Global Dynamics in Autoregressive Transformers
2026
Cited
0
A Storage-Retrieval Gap in Parametric Knowledge Graph Memory
2026
Cited
0
FabriMAE I Trust Myself? Self-Evaluating VLA Action Generation with Markov Attention Entropy
2026
Cited
0
QuoteBench: How Matched Scores Can Hide Command-Path Failures
2026
Cited
0
Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution
2026
Cited
0
OPD-V: Visual On-Policy Self-Distillation with Modality Balance
2026
Cited
0
ReflectRL: Learning from Golden Negative Trajectories via Reflective-to-Direct Reasoning
2026
Cited
0
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Resume
Academic Achievements
- Published 'Applications of Deep Learning in NLP' at IJCAI 2019
- Recipient of the National Natural Science Foundation for Young Scientists, 2021
- Holds two patents related to speech synthesis technology
Research Experience
- Senior Researcher at XX Lab, leading multiple AI projects, 2020-Present
- Intern at YY Corporation, worked on optimizing speech recognition systems, 2014-2015
Education
- Ph.D., Department of Computer Science, XX University, Advisor: Prof. Zhang, 2015-2020
- M.S., School of Electronic Engineering and Automation, YY University, 2012-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Bio: Focused on developing AI systems that can understand and generate natural language.
Miscellany
- Enjoys reading science fiction and participating in marathons during free time
Co-authors
13 total
Yunpu Ma
Ludwig Maximilian University of Munich
Maximilian Nickel
Research Director, FAIR at Meta
Jindong Gu
Google Research & DeepMind, University of Oxford
Zhen Han
Amazon Web Services
Denis Krompass
Siemens AG
Yinchong Yang
Research Scientist, Siemens AG
Zifeng Ding
University of Cambridge, Ludwig Maximilian University of Munich
Achim Rettinger
Trier University