🌊 Had an amazing time at NeSy 2025 @nesyconf.org in Santa Cruz! Very well-organized conference, great talks, inspiring discussion and of course enjoying the beautiful beach and Bay Area vibes. 🏖️✨

#NeSy2025 #neurosymbolicAI #SantaCruz

Advances in temporal graph reasoning to be presented at #ecai

Researchers from the AI Institute at the University of Stuttgart will present a paper tackling key challenges in temporal graph learning. The work, titled “Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning […]

MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning

In manufacturing, quality control remains a critical yet complex task, especially when multiple defect types are involved. MultiADS introduces a system capable of detecting and segmenting […]

Making the Web More Inclusive: Enter AccessGuru

Despite the availability of accessibility guidelines like #wcag, most websites still present barriers for users with disabilities. This paper introduces AccessGuru, a system that leverages Large Language Models (#llms) to automatically detect and […]

🎉 Researchers from our AI institute at the University of Stuttgart @Uni_Stuttgart will present two papers tackling real-world challenges with AI:

- "Making the Web More Inclusive: Enter AccessGuru" (#assets2025).
- "MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and […]

Yuqicheng Zhu (@yuqichengzhu.bsky.social) presented our paper, Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings, at #acl2025. This paper studies a key question for the reliability of applications using knowledge graph embeddings […]

[Original post on mstdn.degu.cl]

Is complex query answering really complex? A paper at the International Conference on Machine Learning (#icml2025) presented by Cosimo Gregucci, PhD student at @UniStuttgartAI @Uni_Stuttgart, discussed this question.

In this paper, Cosimo Gregucci, Bo […]

[Original post on xn--baw-joa.social]

Is Complex Query Answering Really Complex? We evaluate models that predict answers to queries over knowledge graphs on a reduced set of standardized benchmarks. This Wednesday at 16:30, Cosimo Gregucci will discuss this question and our paper at the poster […]

[Original post on mstdn.degu.cl]

Cosimo Gregucci (PhD student at @UniStuttgartAI @Uni_Stuttgart) will present our paper "Is Complex Query Answering Really Complex?" at the International Conference on Machine Learning, #icml2025. We observed that we can answer many of the current benchmarks for […]

[Original post on mstdn.degu.cl]

@royaheeee @daniel @yuqichengzhu.bsky.social

Here are some pictures of the conference.

Several papers from our institute (AC group) have been accepted at top conferences! 🎉

Our colleagues are attending—feel free to reach out if you’d like to connect! #ICLR2025 #WWW2025 #NAACL2025 #AI #NLP #ML

Yesterday @royaheeee and I presented our paper, DAGE: DAG Query Answering via Relational Combinator with Logical Constraints, at the Web Conference #www2025. Existing query answering methods over knowledge graph embedding were limited to decomposable queries […]

[Original post on mstdn.degu.cl]

How easy is to persuade a large language model?

The Interchange Forum for Reflecting on
Intelligent Systems (IRIS @Stuttgart_IRIS @Uni_Stuttgart) invites all interested students and university staff to their next IRIS colloquium on March 26 at 2 PM in […]

[Original post on xn--baw-joa.social]

Controlling a computer with your head or foot: Semanux, a spin-off from the Analytic Computing department of the Artificial Intelligence Institute of the University of Stuttgart (@Uni_Stuttgart), has taken a major step forward by becoming part of the Alfa […]

[Original post on xn--baw-joa.social]

The benefits of machine-learned models only apply if the training and the test data come from the same distributions. In many application scenarios, distribution shifts outdate the learned models—often surprisingly quickly. Model monitoring is required […]

[Original post on xn--baw-joa.social]

I know what you did on my user interface! No, we have not invented a new method to spy on you. Rather, we suggest a novel paradigm that helps usability experts understand in which situations users interacting with a rich Website progress smoothly and in […]

[Original post on xn--baw-joa.social]

Machine learning turns volunteers’ lower-quality open street map data into quality indicators for official, authoritative data. Novel method and case studies accepted for publication in ACM Transactions on Spatial Algorithms and Systems.

Fighting fires […]

[Original post on xn--baw-joa.social]

A knowledge graph is a set of relationships between entities. For example, the relationship "Alice is diagnosed with common cold" relates the entities "Alice" and "common cold" stating a diagnosis. The link prediction task consists of predicting a missing […]

[Original post on xn--baw-joa.social]

The Institute for Artificial Intelligence of the University of Stuttgart (@ELLISforEurope) congratulates its member, Luiz Chamon, on being elected as a Scholar of the European Laboratory for Learning and Intelligent Systems (ELLIS) (@ELLISforEurope). Luiz […]

[Original post on xn--baw-joa.social]

Institute researchers propose a new query embedding method to extend the expressiveness of existing query embeddings. The paper will be presented at the Web Conference 2025, in Sidney, Australia, from April 28 to May 2.

Query embedding methods are used to predict the answers to queries by […]