Volker Tresp

About Volker Tresp

Volker Tresp, With an exceptional h-index of 64 and a recent h-index of 44 (since 2020), a distinguished researcher at Ludwig-Maximilians-Universität München, specializes in the field of Machine Learning, Artificial Intelligence, Multi-relational Learning, Knowledge Graphs.

His recent articles reflect a diverse array of research interests and contributions to the field:

Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks?

Feddat: An approach for foundation model finetuning in multi-modal heterogeneous federated learning

Wiki-TabNER: Advancing Table Interpretation Through Named Entity Recognition

Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images

Benchmarking robustness of adaptation methods on pre-trained vision-language models

Quantum Architecture Search with Unsupervised Representation Learning

Differentiable Quantum Architecture Search For Job Shop Scheduling Problem

Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining

Volker Tresp Information

University

Position

/ München (LMU) and Siemens AG

Citations(all)

21821

Citations(since 2020)

10781

Cited By

14147

hIndex(all)

64

hIndex(since 2020)

44

i10Index(all)

224

i10Index(since 2020)

141

Email

University Profile Page

Google Scholar

Volker Tresp Skills & Research Interests

Machine Learning

Artificial Intelligence

Multi-relational Learning

Knowledge Graphs

Top articles of Volker Tresp

Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks?

arXiv preprint arXiv:2404.03411

2024/4/4

Feddat: An approach for foundation model finetuning in multi-modal heterogeneous federated learning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Wiki-TabNER: Advancing Table Interpretation Through Named Entity Recognition

arXiv preprint arXiv:2403.04577

2024/3/7

Volker Tresp
Volker Tresp

H-Index: 36

Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images

arXiv preprint arXiv:2402.14899

2024/2/22

Benchmarking robustness of adaptation methods on pre-trained vision-language models

Advances in Neural Information Processing Systems

2024/2/13

Quantum Architecture Search with Unsupervised Representation Learning

arXiv preprint arXiv:2401.11576

2024/1/21

Volker Tresp
Volker Tresp

H-Index: 36

Differentiable Quantum Architecture Search For Job Shop Scheduling Problem

arXiv preprint arXiv:2401.01158

2024/1/2

Jiarui Liu
Jiarui Liu

H-Index: 4

Volker Tresp
Volker Tresp

H-Index: 36

Enhancing Multimodal Compositional Reasoning of Visual Language Models with Generative Negative Mining

2024

What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU

2024

Can Vision-Language Models be a Good Guesser? Exploring VLMs for Times and Location Reasoning

2024

Volker Tresp
Volker Tresp

H-Index: 36

A systematic survey of prompt engineering on vision-language foundation models

arXiv preprint arXiv:2307.12980

2023/7/24

Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts

2023/7/18

Volker Tresp
Volker Tresp

H-Index: 36

Qneat: Natural evolution of variational quantum circuit architecture

2023/7/15

Volker Tresp
Volker Tresp

H-Index: 36

Matthias Schubert
Matthias Schubert

H-Index: 17

Exploring Link Prediction over Hyper-Relational Temporal Knowledge Graphs Enhanced with Time-Invariant Relational Knowledge

arXiv preprint arXiv:2307.10219

2023/7/14

Instanceformer: An online video instance segmentation framework

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

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

2023/6/18

Zhen Han
Zhen Han

H-Index: 3

Volker Tresp
Volker Tresp

H-Index: 36

Adaptive Multi-Resolution Attention with Linear Complexity

2023/6/18

Does your model think like an engineer? explainable ai for bearing fault detection with deep learning

2023/6/4

Volker Tresp
Volker Tresp

H-Index: 36

Gratt-vis: Gated residual attention for auto rectifying video instance segmentation

arXiv preprint arXiv:2305.17096

2023/5/26

A Knowledge Graph Perspective on Supply Chain Resilience

arXiv preprint arXiv:2305.08506

2023/5/15

Volker Tresp
Volker Tresp

H-Index: 36

See List of Professors in Volker Tresp University(Ludwig-Maximilians-Universität München)

Co-Authors

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