KI2026: GERMAN CONFERENCE ON ARTIFICIAL INTELLIGENCE
PROGRAM

Days: Tuesday, August 11th Wednesday, August 12th Thursday, August 13th Friday, August 14th

Tuesday, August 11th

View this program: with abstractssession overviewtalk overview

09:00-10:30 Session 1A: Workshop ARDUOUS

ARDUOUS: 10th International Workshop on Annotation of Real World Data for Artificial Intelligence Systems

https://arduous.eu/

Location: MZH 1460
09:00-10:30 Session 1B: Workshop AICF

Workshop on AIDriven Cyber Forensics (AICF)

https://ki2026.polizeiinformatik.de/

Location: MZH 1470
09:00-10:30 Session 1C: Doctoral Consortium

Doctoral Consortium

https://ki2026.gi.de/calls/call-for-doctoral-consortium-contributions

Location: MZH 1100
09:00
Toward Task-Sensitive Human-in-the-Loop AI-DSS: Configuring System Mechanisms for Advice Acceptance in Supply Chain and Manufacturing (abstract)
09:30
Trust as a Mediator of AI Acceptance in Insurance Advice (abstract)
10:00
Learnable Fairness and Explainability in Social Combinatorial Optimization (abstract)
11:00-12:30 Session 2A: Workshop ARDUOUS

ARDUOUS: 10th International Workshop on Annotation of Real World Data for Artificial Intelligence Systems

https://arduous.eu/

Location: MZH 1460
11:00-12:30 Session 2B: Workshop AICF

Workshop on AIDriven Cyber Forensics (AICF)

https://ki2026.polizeiinformatik.de/

Location: MZH 1470
11:00-12:30 Session 2C: Doctoral Consortium

Doctoral Consortium

https://ki2026.gi.de/calls/call-for-doctoral-consortium-contributions

Location: MZH 1100
11:00
Tutorial: On writing research papers (abstract)
14:00-15:30 Session 3A: Workshop ARDUOUS

ARDUOUS: 10th International Workshop on Annotation of Real World Data for Artificial Intelligence Systems

https://arduous.eu/

Location: MZH 1460
14:00-15:30 Session 3B: Workshop ExTraSafe

ExTraSafe - 1st KI Workshop on Explainability, Transparency, and Safety

https://fb-ki.gi.de/extrasafe

Location: MZH 1470
14:00-15:30 Session 3C: Doctoral Consortium

Doctoral Consortium

https://ki2026.gi.de/calls/call-for-doctoral-consortium-contributions

Location: MZH 1100
14:00
Epistemically Grounded Neuro-Symbolic Coordination in Large Language Model-Based Multi-Agent Systems (abstract)
14:30
Reference-Free Automated Prompt Optimization for RAG-Based Microlearning Generation (abstract)
15:00
Automatic Extraction of Constraints from Machine Learning Models for Duplication Detection (abstract)
16:00-17:30 Session 4A: Workshop ARDUOUS

ARDUOUS: 10th International Workshop on Annotation of Real World Data for Artificial Intelligence Systems

https://arduous.eu/

Location: MZH 1460
16:00-17:30 Session 4B: Workshop ExTraSafe

ExTraSafe - 1st KI Workshop on Explainability, Transparency, and Safety

https://fb-ki.gi.de/extrasafe

Location: MZH 1470
16:00-17:30 Session 4C: Doctoral Consortium

Doctoral Consortium

https://ki2026.gi.de/calls/call-for-doctoral-consortium-contributions

Location: MZH 1100
16:00
Understanding Multimodal Interference through Local Preference Inconsistency (abstract)
16:30
Mitigating Data Scarcity in Lifecycle Data using AI and Matrix Completion Techniques: A Recommender System Design (abstract)
17:00
Hypergraph Provenance Causal Learning for APT Detection in the Internet of Medical Things (abstract)
Wednesday, August 12th

View this program: with abstractssession overviewtalk overview

09:00-10:30 Session 5A: Workshop AI4SE

Workshop Applications of Artificial Intelligence for Software Engineering (AI4SE)

https://siebert-julien.github.io/ai4se-workshop/

Location: MZH 1100
09:00-10:30 Session 5C: Workshop FGWM

Workshop SIG Knowledge Management

https://fg-wm.wi2.uni-trier.de/

Location: MZH 1470
11:00-12:30 Session 6A: Workshop AI4SE

Workshop Applications of Artificial Intelligence for Software Engineering (AI4SE)

https://siebert-julien.github.io/ai4se-workshop/

Location: MZH 1100
11:00-12:30 Session 6C: Workshop FGWM

Workshop SIG Knowledge Management

https://fg-wm.wi2.uni-trier.de/

Location: MZH 1470
13:00-14:00 Session 7: Conference Opening

Conference opening and welcome address

Location: DFKI B 0.10
14:00-15:00 Session 8: Keynote by Randy Goebel

Keynote

Location: DFKI B 0.10
14:00
Re-emerging scientific challenges of Artificial Intelligence
15:00-15:30 Session 9: Poster Spotlight

Poster spotlight #1

Location: DFKI B 0.10
15:00
A Hybrid Approach for Generating Planning Models from Texts (abstract)
PRESENTER: Teodor Stoev
15:05
PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers (abstract)
15:10
A Comparison of Repositioning and Scheduling Algorithms for the Ride-Hailing Problem (abstract)
15:15
Comparison of the Runtime of two Algorithms for the Linear Decomposition of ReLU Networks (abstract)
15:20
Do Flat Representation Manifolds lead to improved Accuracy? (abstract)
15:25
From Large Language Model Predicates to Logic Tensor Networks: Neurosymbolic Offer Validation in Regulated Procurement (abstract)
16:00-16:30 Session 10: Full Papers: Deep Learning I

session with paper presentations of full papers

Location: DFKI B 0.10
16:00
Achieving Fairness in Repeated Combinatorial Problems through Deep Reinforcement Learning (abstract)
16:30-16:40 Session 11: Poster Spotlight

poster spotlight #2 for technical communications

Location: DFKI B 0.10
16:30
Improving WSSED Transfer to PAM via Multi-Species Augmentation (abstract)
16:35
AI and E-Learning: On the importance of explainable AI in Digital Ecosystems in Research and Education (abstract)
17:00-18:00 Session 12: General assembly of German AI society

General assemby of the German AI society (“Fachbereich KI”, FBKI) within the German Informatics Society (GI e.V.) – for members of FBKI but open to guests.

Location: DFKI B 0.10
18:45-19:45 City Tour

We will take a guided tour through the historic town of Bremen, which will bring us to the conference banquet.

Thursday, August 13th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 14: Keynote by Lea Schönherr
Location: DFKI B 0.10
09:00
Can We Trust Generative AI? Understanding and Mitigating Threats in Today’s Machine Learning Systems (abstract)
10:00-10:30 Session 15: Poster Spotlight

Poster spotlight #3 of technical communications

Chair:
Location: DFKI B 0.10
10:00
Can We Predict LLM Reasoning Failures? Structural Predictability of Modal Inference Errors (abstract)
10:05
Quantum Temporal Convolution Network (abstract)
10:10
Qualitative Comparison between Marker-Based and Video-Based Human Pose Estimation in the context of Imitation Learning (abstract)
10:15
An Ontology-Grounded Representation for Defeasible Professional Ethics Analysis (abstract)
10:20
Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications (abstract)
10:25
WaLo2D: Testbed for Multi-Agent Warehouse Logistics Reinforcement Learning Experiments (abstract)
11:00-12:30 Session 16: Full Papers: Constraints & Search

full paper presentations

Location: DFKI B 0.10
11:00
A Constraint-based Stockyard Planning Problem on a Realistic Time-Dependent Setting (abstract)
11:30
Prioritizing Conflicts in Conflict-Based Search with Disjoint Splitting (abstract)
12:00
Integrating Insertion Heuristics into the Miller-Tucker-Zemlin Constraint Model for the Traveling Salesperson Problem (abstract)
14:00-14:30 Session 17: Poster Spotlight

Poster spotlight #4 of technical communications

Location: DFKI B 0.10
14:00
Explainable-AI-Based Training for Relevance-based Robust Reinforcement Learning (abstract)
14:05
Constrained Entity Selection under Partial Knowledge for LLM-Based Knowledge Graph QA (abstract)
14:10
Evaluating AI as Part of Social Mechanisms (abstract)
14:15
Neuro-Symbolic Verification of LLM Outputs for Data-Sensitive Domains (abstract)
PRESENTER: Paul Sigloch
14:30-15:30 Session 18: Full Papers: Machine Learning

full paper presentations

Location: DFKI B 0.10
14:30
SIL-RRT*: Learning Sampling Distribution through Self Imitation Learning (abstract)
15:00
Efficient Time-Series Approximation with Linear Recurrent Neural Networks (abstract)
16:30-19:30 Session 19: Industrial Session and Keynote by Michael Spranger (Sony AI)

The industial session aims to connect research with industrial applications of AI. The session will take place in the historic rooms of the Bremen Chamber of Commerce (house “Schütting” at the central town square) and will start with the keynote of Michael Spranger from Sony AI. It will be continue with pitches of AI Use Cases from industry followed with the possibility for bilatral discussions, exchanges and networking.

  • Buhlmann Group: AI Adoption at BUHLMANN Group by 1.000+ People
  • Contact Software GmbH: Accelerating Engineering with AI: Virtual Assistance, 3D Similarity Search & Impact Analysis
  • Fuseki GmbH: Practical AI Implementation in Companies
  • HEC Hanseatische Software-Entwicklungs- und Consulting-Gesellschaft mbH: AI-supported Order Processing in Logistics for Oetjen Logistik GmbH
  • Lenze SE /Encoway GmbH: GenAI for Complex Industrial Products
  • ma-co maritimes competenzcentrum GmbH: AI Transformation in the Port Industry
  • Mercedes Benz Plant Bremen: Innovation made in Bremen: How the Mercedes-Benz Plant is re-designing global digital quality control systems

The webpage with more details is available at the website of the Bremen chamber of commerce: Industrial Event detailed program. Participants of the KI2026 conference do not need to register there as it is part of the conference.

16:30
The Role of Artificial Intelligence at Sony
20:00-23:15 Session 20: KI2026 on Ship and Poster Session

At the poster session the posters teased in the poster spotlight talks will be presented. It will take place on board of a ship while we cruise along the Weser river. Please transfer directly from the industrial session to the ship as departure is 20:00 sharp(!).

And don't forget: Vote for your favorite poster(s)!

Short paper posters:

  • Teodor Stoev and Kristina Yordanova. A Hybrid Approach for Generating Planning Models from Texts
  • Lukas Schiesser, Cornelius Wolff, Sophie Haas and Simon Pukrop. PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers
  • Lauren Paul, Sebastian Hübner, Christina Plump, Bernhard J. Berger and Rolf Drechsler. A Comparison of Repositioning and Scheduling Algorithms for the Ride-Hailing Problem
  • Arn Dietz, Simon Lutz, Martin Brenzke, Thea Radüntz and Emmanuel Müller. Comparison of the Runtime of two Algorithms for the Linear Decomposition of ReLU Networks
  • Julia Burr and Alex Sarishvili. Do Flat Representation Manifolds lead to improved Accuracy?
  • Cedric Haufe and Frieder Stolzenburg. From Large Language Model Predicates to Logic Tensor Networks: Neurosymbolic Offer Validation in Regulated Procurement
  • Novruz Mammadli, Thiago S. Gouvêa and Daniel Sonntag. Improving WSSED Transfer to PAM via Multi-Species Augmentation
  • Claudia-Melania Chituc. AI and E-Learning: On the importance of explainable AI in Digital Ecosystems in Research and Education
  • Rihab Hoceini and Ahmed Bouida. Quantum Temporal Convolution Network
  • Fatemeh Shahrokhshahi and Farzan Mohammadi. Can We Predict LLM Reasoning Failures? Structural Predictability of Modal Inference Errors
  • Max Lödige, Lisa Gutzeit and Alexander Fabisch. Qualitative Comparison between Marker-Based and Video-Based Human Pose Estimation in the context of Imitation Learning
  • Christopher Rauch. An Ontology-Grounded Representation for Defeasible Professional Ethics Analysis
  • Gregor Endler, Sebastian Kraus and Lukas Stappen. Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications
  • Christoph Saad and Stefan Geißelsöder. WaLo2D: Testbed for Multi-Agent Warehouse Logistics Reinforcement Learning Experiments
  • Benedikt Schlereth-Groh, Sakir Furkan Yöndem, Ramin Tavakoli Kolagari and Ute Schmid. Explainable-AI-Based Training for Relevance-based Robust Reinforcement Learning
  • Emanuel Kitzelmann. Constrained Entity Selection under Partial Knowledge for LLM-Based Knowledge Graph QA
  • Susanne Draheim, Ulrich Furbach and Ralf Möller. Evaluating AI as Part of Social Mechanisms
  • Paul Sigloch and Christoph Benzmüller. Neuro-Symbolic Verification of LLM Outputs for Data-Sensitive Domains

Additional posters of full papers:

  • Stefan Bühler and Mark Schutera. !Imperio, smolVLA: The Implications of Data Poisoning on Open Source Robotics
  • Tobias Tefke and Ralf C. Staudemeyer. Successfully Defending Academic Integrity: an Ensemble Approach Towards Detecting Machine-generated Texts
  • Thomas Vitry, Kieran Edgeworth, Stefan Wermter and Jae Hee Lee. Bias Leaves a Gradient Trail: Label-Free Bias Identification via Gradient Probes on Concept Decompositions
  • Simin Mirzadeh, Shamim Miroliaei, Alexej Zitzer, Johannes Munk, Matthias Gempel and Ute Schmid. Multi-State PatchCore for Noisy Industrial Audio

Posters of the doctoral consortium:

  • Mayar Abdelwahab: Epistemically Grounded Neuro-Symbolic Coordination in Large Language Model-Based Multi-Agent Systems
  • Uthayanathan Priyatharsan: Hypergraph Provenance Causal Learning for APT Detection in the Internet of Medical Things
  • Xuerui Zhang: Understanding Multimodal Interference through Local Preference Inconsistency
  • André Hülsdau: Trust as a Mediator of AI Acceptance in Insurance Advice
  • Fabian Schlagheck: Reference-Free Automated Prompt Optimization for RAG-Based Microlearning Generation
Friday, August 14th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 21: Keynote by Steven Schockaert
Location: DFKI B 0.10
09:00
Geometric Representations of Relational Knowledge for Neuro-Symbolic Reasoning (abstract)
10:00-10:30 Session 22: Full Papers: Neuro-Symbolic
Location: DFKI B 0.10
10:00
Bias Leaves a Gradient Trail: Label-Free Bias Identification via Gradient Probes on Concept Decompositions (abstract)
11:00-12:30 Session 23: Full Papers: KR & Robotics
Location: DFKI B 0.10
11:00
c-Core Revision for Conditional Belief Bases (abstract)
PRESENTER: Marco Wilhelm
11:30
Characteristics, Convergence and Divergence of Modular Semantics for Bipolar Weighted Argumentation Graphs (abstract)
12:00
!Imperio, smolVLA: The Implications of Data Poisoning on Open Source Robotics (abstract)
14:00-16:00 Session 24: Full Papers: Deep Learning II
Location: DFKI B 0.10
14:00
Multi-State PatchCore for Noisy Industrial Audio (abstract)
14:30
Do We Really Need Diffusion? A Fast U-Net for Paired Medical Image Translation (abstract)
15:00
Successfully Defending Academic Integrity: an Ensemble Approach Towards Detecting Machine-generated Texts (abstract)
15:30
Code Generation for Open Data Statistics: Case Study on the Genesis Database (abstract)