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Volker Tresp

Active 1990–2026

362
Papers
19,067
Citations
63
h-index
190
i10-index

Citations

Citations per year for Volker Tresp1978: 1 citations1986: 1 citations1987: 1 citations1988: 1 citations1992: 9 citations1993: 10 citations1994: 13 citations1995: 20 citations1996: 18 citations1997: 32 citations1998: 32 citations1999: 34 citations2000: 44 citations2001: 39 citations2002: 44 citations2003: 50 citations2004: 77 citations2005: 65 citations2006: 83 citations2007: 151 citations2008: 168 citations2009: 226 citations2010: 262 citations2011: 226 citations2012: 313 citations2013: 313 citations2014: 407 citations2015: 444 citations2016: 449 citations2017: 532 citations2018: 646 citations2019: 803 citations2020: 914 citations2021: 1,018 citations2022: 839 citations2023: 1,016 citations2024: 1,286 citations2025: 1,406 citations2026: 428 citations2027: 3 citations1979–1985: no citations, so these years are not shown1989–1991: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 3,223 citing papers, 25.7% of this breakdownUnited States: 2,311 citing papers, 18.4% of this breakdownGermany: 961 citing papers, 7.7% of this breakdownUnited Kingdom: 754 citing papers, 6% of this breakdownAustralia: 436 citing papers, 3.5% of this breakdownCanada: 344 citing papers, 2.7% of this breakdownJapan: 331 citing papers, 2.6% of this breakdownItaly: 330 citing papers, 2.6% of this breakdownHong Kong: 299 citing papers, 2.4% of this breakdownFrance: 297 citing papers, 2.4% of this breakdownIndia: 262 citing papers, 2.1% of this breakdownSouth Korea: 244 citing papers, 2% of this breakdown
0%25.7%Other 21.9%

Institutions

Fields

  • Computer Science76.2%
  • Engineering6.7%
  • Biochemistry, Genetics and Molecular Biology3.2%
  • Medicine2.7%
  • Physics and Astronomy2.6%
  • Mathematics1.7%
  • Other6.9%

Topics

  • Topic Modeling8.2%
  • Advanced Graph Neural Networks7.9%
  • Domain Adaptation and Few-Shot Learning2.5%
  • Natural Language Processing Techniques2.4%
  • Multimodal Machine Learning Applications2.4%
  • Semantic Web and Ontologies2.3%
  • Other74.3%

Coauthors

All papers

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  1. Proceedings of the 13th International Conference on Neural Information Processing Systems

    Authors: Todd K. Leen, Thomas G. Dietterich, Volker Tresp - 2000 cited by 2,160

  2. A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction

    Authors: Maximilian Nickel, Kevin Murphy, Volker Tresp, Evgeniy Gabrilovich - IEEE, Proc. IEEE 2015 cited by 1,648

  3. Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

    Authors: Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Jinhe Bi, Kristian Kersting, Jeff Z. Pan, Hinrich Schütze, Volker Tresp, Yunpu Ma - ACL (1) 2026 cited by 160

  4. A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

    Authors: Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip H. S. Torr - arXiv (Cornell University), CoRR 2023 cited by 157

  5. OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model

    Authors: Xingcheng Zhou, Xuyuan Han, Feng Yang, Yunpu Ma, Volker Tresp, Alois Knoll - AAAI Conference on Artificial Intelligence 2026 cited by 104

  6. TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs

    Authors: Yushan Liu, Yunpu Ma, Marcel Hildebrandt, Mitchell Joblin, Volker Tresp - AAAI Conference on Artificial Intelligence 2022 cited by 161

  7. A Three-Way Model for Collective Learning on Multi-Relational Data

    Authors: Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel - http://www.icml-2011.org/papers/438_icmlpaper.pdf 2011 cited by 2,523

  8. Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs

    Authors: Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu, Volker Tresp - Conference on Empirical Methods in Natural Language Processing, EMNLP (1) 2021 cited by 122

  9. PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

    Authors: Jinhe Bi, Aniri, Yifan Wang, Danqi Yan, Yan, Danqi, Huang, Wenke, Ma, Xiaowen, Yan, Sikuan, Artur Hecker, Ye, Mang, Xun Xiao, Schuetze, Hinrich, Volker Tresp, Yunpu Ma - ArXiv.org, CoRR 2025 cited by 50

  10. CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

    Authors: Jing Bi, Danqi Yan, Yifan Wang, Wenke Huang, Haokun Chen, Guancheng Wan, Mang Ye, Xun Xiao, Hinrich Schuetze, Volker Tresp, Yunpu Ma - ArXiv.org, CoRR 2025 cited by 44

  11. WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

    Authors: Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp - AAAI Conference on Artificial Intelligence 2025 cited by 37

  12. Are Vision Transformers Robust to Patch Perturbations?

    Authors: Jindong Gu, Volker Tresp, Yao Qin - Lecture notes in computer science, ECCV (12) 2022 cited by 53

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

    Authors: Zefeng Wang, Zhen Han, Shuo Chen, Fan Xue, Zifeng Ding, Xun Xiao, Volker Tresp, Philip Torr, Jindong Gu - arXiv (Cornell University), CoRR 2024 cited by 32

  14. DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion

    Authors: Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp - Conference on Empirical Methods in Natural Language Processing (EMNLP), EMNLP (1) 2020 cited by 72

  15. NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification

    Authors: Julian Busch, Anton Kocheturov, Volker Tresp, Thomas Seidl - International Conference on Scientific and Statistical Database Management, SSDBM 2021 cited by 74

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

    Authors: Shuo Chen, Zhen Han, Bailan He, Zifeng Ding, Wenqian Yu, Philip Torr, Volker Tresp, Jindong Gu - arXiv (Cornell University), CoRR 2024 cited by 28

  17. LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering

    Authors: Jinhe Bi, Yujun Wang, Haokun Chen, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma - Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL (1) 2025 cited by 27

  18. Type-Constrained Representation Learning in Knowledge Graphs

    Authors: Denis Krompaß, Stephan Baier, Volker Tresp - Lecture notes in computer science, ISWC (1) 2015 cited by 202

  19. Understanding Individual Decisions of CNNs via Contrastive Backpropagation

    Authors: Jindong Gu, Yinchong Yang, Volker Tresp - Lecture notes in computer science, ACCV (3) 2018 cited by 94

  20. Active learning via transductive experimental design

    Authors: Kai Yu, Jinbo Bi, Volker Tresp - conference on Machine learning - ICML '06 2006 cited by 356

  21. PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings

    Authors: Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Sahand Sharifzadeh, Volker Tresp, Jens Lehmann - J. Mach. Learn. Res. 2021 cited by 89

  22. A Bayesian Committee Machine

    Authors: Volker Tresp - Neural Computation, Neural Comput. 2000 cited by 418

  23. Human-Machine Collaboration for Medical Image Segmentation

    Authors: Mahdyar Ravanbakhsh, Vadim Tschernezki, Felix Last, Tassilo Klein, Kayhan Batmanghelich, Volker Tresp, Moin Nabi - ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020 cited by 59

  24. Scene Graph Reasoning for Visual Question Answering

    Authors: Marcel Hildebrandt, Hang Li, Rajat Koner, Volker Tresp, Stephan Günnemann - arXiv (Cornell University), CoRR 2020 cited by 45