PPaperPicks

Volker Tresp

Ludwig Maximilian University of Munich, Germany

30 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

AAAI ×5ACL ×5EMNLP ×5CVPR ×3WACV ×3NAACL ×2AISTATS ×1EACL ×1ECCV ×1ICML ×1NeurIPS ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Haokun Chen
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Yao Zhang
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Thomas Decker
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Tong Liu
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Ruotong Liao
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Zifeng Ding
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Sikuan Yan
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Xingcheng Zhou
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Yilun Liu
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Xiaowen Ma
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Shuo Chen
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Alexander Koebler
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Papers

  1. AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
    AAAI 2026 ·
    Haokun Chen
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  2. Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
    ACL 2026 ·
    Sikuan Yan
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  3. OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
    AAAI 2026 ·
    Xingcheng Zhou
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  4. Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
    EACL 2026 ·
    Yilun Liu
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  5. Self-Evolving Multi-Agent Systems via Textual Backpropagation
    ACL 2026 ·
    Xiaowen Ma
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  6. CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
    WACV 2025 ·
    Yao Zhang
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  7. Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?
    WACV 2025 ·
    Shuo Chen
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  8. FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
    CVPR 2025 ·
    Haokun Chen
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  9. FedPop: Federated Population-based Hyperparameter Tuning
    AAAI 2025 ·
    Haokun Chen
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  10. FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings
    ACL 2025 ·
    Tong Liu
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  11. Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
    NeurIPS 2025 ·
    Thomas Decker
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  12. Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention
    AISTATS 2025 ·
    Alexander Koebler
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  13. LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
    ACL 2025 ·
    Jinhe Bi
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  14. Localizing Events in Videos with Multimodal Queries
    CVPR 2025 ·
    Gengyuan Zhang
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  15. METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
    EMNLP 2025 ·
    Mengyue Wang
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  16. Multimodal Pragmatic Jailbreak on Text-to-image Models
    ACL 2025 ·
    Tong Liu
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  17. Perceive. Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries
    WACV 2025 ·
    Roberto Amoroso
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  18. SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
    EMNLP 2025 ·
    Yao Zhang
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  19. WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
    AAAI 2025 ·
    Yao Zhang
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  20. Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables
    SIGIR 2025 ·
    Aneta Koleva
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  21. Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance
    SIGKDD 2024 ·
    Thomas Decker
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  22. FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
    AAAI 2024 ·
    Haokun Chen
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  23. GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
    NAACL 2024 ·
    Ruotong Liao
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  24. LookupViT: Compressing Visual Information to a Limited Number of Tokens
    ECCV 2024 ·
    Rajat Koner
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  25. Provably Better Explanations with Optimized Aggregation of Feature Attributions
    ICML 2024 ·
    Thomas Decker
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  26. Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
    CVPR 2024 ·
    Hang Li
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  27. Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs
    EMNLP 2024 ·
    Zifeng Ding
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  28. VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
    EMNLP 2024 ·
    Ruotong Liao
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  29. Visual Question Decomposition on Multimodal Large Language Models
    EMNLP 2024 ·
    Haowei Zhang
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  30. zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
    NAACL 2024 ·
    Zifeng Ding
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