Steffen Staab

Universität Stuttgart, Germany

25 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0780-4154 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×3 EMNLP ×3 ACL ×2 ECAI ×2 IROS ×2 WACV ×2 WWW ×2 AAMAS ×1 ASSETS ×1 CHI ×1 EACL ×1 ICCV ×1 ICLR ×1 ICML ×1 ISWC ×1 NAACL ×1

Frequent coauthors

Yuqicheng Zhu

×10

Evgeny Kharlamov

×9

Bo Xiong

×9

Daniel Hernández

×8

Yunjie He

×6

Mojtaba Nayyeri

×6

Hongkuan Zhou

×5

Thomas Monninger

×4

Md Zafar Anwar

×3

Sihao Ding

×3

Nico Potyka

×3

Zihan Zhang

×2

Papers

AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction
WACV 2026 ·
Thomas Monninger
,
Md Zafar Anwar
,
Stanislaw Antol
, Steffen Staab,
Sihao Ding
NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction
WACV 2026 ·
Thomas Monninger
,
Zihan Zhang
, Steffen Staab,
Sihao Ding
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
ACL 2026 ·
Prateek Chaturvedi
,
Yuqicheng Zhu
,
Hongkuan Zhou
,
Dongzhuoran Zhou
,
Yunjie He
, Steffen Staab,
Fei Du
,
Jie Tang
,
Evgeny Kharlamov
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning
AAAI 2026 ·
Hongkuan Zhou
,
Lavdim Halilaj
,
Sebastian Monka
,
Stefan Schmid
,
Yuqicheng Zhu
,
Jingcheng Wu
,
Nadeem Nazer
, Steffen Staab
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
EACL 2026 ·
Dongzhuoran Zhou
,
Yuqicheng Zhu
,
Xiaxia Wang
,
Hongkuan Zhou
,
Yuan He
,
Jiaoyan Chen
, Steffen Staab,
Evgeny Kharlamov
AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code
ASSETS 2025 ·
Nadeen Fathallah
,
Daniel Hernández
, Steffen Staab
Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees
EMNLP 2025 ·
Yuqicheng Zhu
,
Jingcheng Wu
,
Yizhen Wang
,
Hongkuan Zhou
,
Jiaoyan Chen
,
Evgeny Kharlamov
, Steffen Staab
Conformalized Answer Set Prediction for Knowledge Graph Embedding
NAACL 2025 ·
Yuqicheng Zhu
,
Nico Potyka
,
Jiarong Pan
,
Bo Xiong
,
Yunjie He
,
Evgeny Kharlamov
, Steffen Staab
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints
WWW 2025 ·
Yunjie He
,
Bo Xiong
,
Daniel Hernández
,
Yuqicheng Zhu
,
Evgeny Kharlamov
, Steffen Staab
From Tokens to Lattices: Emergent Lattice Structures in Language Models
ICLR 2025 ·
Bo Xiong
, Steffen Staab
Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning
ECAI 2025 ·
Osama Mohammed
,
Jiaxin Pan
,
Mojtaba Nayyeri
,
Daniel Hernández
, Steffen Staab
Is Complex Query Answering Really Complex?
ICML 2025 ·
Cosimo Gregucci
,
Bo Xiong
,
Daniel Hernández
,
Lorenzo Loconte
,
Pasquale Minervini
, Steffen Staab,
Antonio Vergari
MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving
IROS 2025 ·
Thomas Monninger
,
Zihan Zhang
,
Zhipeng Mo
,
Md Zafar Anwar
, Steffen Staab,
Sihao Ding
MultiADS: Defect-Aware Supervision for Multi-Type Anomaly Detection and Segmentation in Zero-Shot Learning
ICCV 2025 ·
Ylli Sadikaj
,
Hongkuan Zhou
,
Lavdim Halilaj
,
Stefan Schmid
, Steffen Staab,
Claudia Plant
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
ACL 2025 ·
Yuqicheng Zhu
,
Daniel Hernández
,
Yuan He
,
Zifeng Ding
,
Bo Xiong
,
Evgeny Kharlamov
, Steffen Staab
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
EMNLP 2025 ·
Arvindh Arun
,
Sumit Kumar
,
Mojtaba Nayyeri
,
Bo Xiong
,
Ponnurangam Kumaraguru
,
Antonio Vergari
, Steffen Staab
Enhancing Online Meeting Experience through Shared Gaze-Attention
CHI 2024 ·
Chandan Kumar
,
Bhupender Kumar Saini
, Steffen Staab
From Shapes to Shapes: Inferring SHACL Shapes for Results of SPARQL CONSTRUCT Queries
WWW 2024 ·
Philipp Seifer
,
Daniel Hernández
,
Ralf Lämmel
, Steffen Staab
Generating SROI- Ontologies via Knowledge Graph Query Embedding Learning
ECAI 2024 ·
Yunjie He
,
Daniel Hernández
,
Mojtaba Nayyeri
,
Bo Xiong
,
Yuqicheng Zhu
,
Evgeny Kharlamov
, Steffen Staab
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
AAAI 2024 ·
Jiaxin Pan
,
Mojtaba Nayyeri
,
Yinan Li
, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning
AAAI 2024 ·
Bo Xiong
,
Mojtaba Nayyeri
,
Linhao Luo
,
Zihao Wang
,
Shirui Pan
, Steffen Staab
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
EMNLP 2024 ·
Yuqicheng Zhu
,
Nico Potyka
,
Mojtaba Nayyeri
,
Bo Xiong
,
Yunjie He
,
Evgeny Kharlamov
, Steffen Staab
Robust Knowledge Extraction from Large Language Models using Social Choice Theory
AAMAS 2024 ·
Nico Potyka
,
Yuqicheng Zhu
,
Yunjie He
,
Evgeny Kharlamov
, Steffen Staab
TempBEV: Improving Learned BEV Encoders with Combined Image and BEV Space Temporal Aggregation
IROS 2024 ·
Thomas Monninger
,
Vandana Dokkadi
,
Md Zafar Anwar
, Steffen Staab
eSPARQL: Representing and Reconciling Agnostic and Atheistic Beliefs in RDF-star Knowledge Graphs
ISWC 2024 ·
Xinyi Pan
,
Daniel Hernández
,
Philipp Seifer
,
Ralf Lämmel
, Steffen Staab