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
Contact
No contact links provided.
Publications
36 items
Routing-Free Mixture-of-Experts
2026
Cited
0
Tool Verification for Test-Time Reinforcement Learning
2026
Cited
0
WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents
2026
Cited
0
A Comparative Study on How Data Normalization Affects Zero-Shot Generalization in Time Series Foundation Models
2025
Cited
0
ReEXplore: Improving MLLMs for Embodied Exploration with Contextualized Retrospective Experience Replay
2025
Cited
0
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
2025
Cited
0
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
2025
Cited
0
GroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling for Step-Level Reasoning
2025
Cited
0
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Resume (English only)
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
146 total
Yunpu Ma
Ludwig Maximilian University of Munich
Co-author 2
Co-author 3
Maximilian Nickel
Research Director, FAIR at Meta
Jindong Gu
Google Research & DeepMind, University of Oxford
Zhen Han
Amazon Web Services
Denis Krompass
Siemens AG
Co-author 8
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