Best Publications

The L3S regularly honours the authors of the best publications of the quarter, which were presented at renowned conferences (A*) or published in high-ranking journals (Q1).

2024/Q2
A Trustworthy Approach to Classify and Analyze Epidemic-Related Information From Microblogs
Analyzing Security and Privacy Advice During the 2022 Russian Invasion of Ukraine on Twitter
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
CauseKG: A Framework Enhancing Causal Inference With Implicit Knowledge Deduced From Knowledge Graphs
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
2024/Q1
Diagrammatic Reasoning for ALC Visualizations with Logic Graphs
Does a language model “understand” high school math? A survey of deep learning based word problem solvers
FairTrade: Achieving Pareto-Optimal Trade-offs Between Balanced Accuracy and Fairness in Federated Learning
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs
Reducing CO₂ emissions in a peer-to-peer distributed payment network: Does geography matter in the lightning network?
Visuo-Haptic Object Perception for Robots: An Overview
2023/Q3-4
A neuro-symbolic system over knowledge graphs for link prediction
AutoML in Heavily Constrained Applications
Bridging Qualitative Data Silos: the Potential of Reusing Codings through Machine Learning based Cross-study Code Linking
CollabGraph: A graph-based collaborative search summary visualisation.
FAC-fed: Federated adaptation for fairness and concept drift aware stream classification
FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework
Hyperparameters in Reinforcement Learning and How to Tune Them
Inductive and Transductive Link Prediction for Criminal Network Analysis
Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data
Modeling Appropriate Language in Argumentation
Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features
On the relation between dynamic regret and closed-loop stability
Private Graph Extraction via Feature Explanations
Ranking facts for explaining answers to elementary science questions
To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Support
Zero-Shot Entailment of Leaderboards for Empirical AI Research
2023/Q1-2
A message passing framework with multiple data integration for miRNA-disease association prediction
DuetCS: Code Style Transfer through Generation and Retrieval
Efficient Neural Ranking using Forward Indexes
How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search?
MATE: Multi-Attribute Table Extraction
“Security is not my field, I’m a stats guy”: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry
TinyGenius: intertwining natural language processing with microtask crowdsourcing for scholarly knowledge graph creation
Towards an Interpretable Approach to Classify and Summarize Crisis Events from Microblogs