Tyler Derr
17 papers · 2019–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(10)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(87)
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(9)
Deep Learning
(8)
Application Areas
(7)
Architectures
(7)
Core AI
(7)
Core Methods
(6)
Learning Types
(4)
Healthcare & Medicine
(3)
Natural Language Processing
(3)
Data Science & Analytics
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory
(2)
Research
(2)
Keywords
graph neural network
(7)
large language model
(4)
retrieval-augmented generation
(3)
link prediction
(2)
spatio-temporal modeling
(2)
knowledge graph
(2)
drug discovery
(2)
recommender system
(2)
benchmark dataset
(2)
conformal prediction
(1)
code generation
(1)
prompt engineering
(1)
interpretable machine learning
(1)
graph generation
(1)
algorithmic fairness
(1)
attention mechanism
(1)
message passing
(1)
uncertainty quantification
(1)
adversarial robustness
(1)
deep learning
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
EACL 2026
Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution
AAAI 2026
A Large-scale Training Paradigm for Graph Generative Models
ICLR 2025
Demystifying the Power of Large Language Models in Graph Generation
NAACL 2025
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
AAAI 2025
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
ICLR 2024
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
NeurIPS 2024
Knowledge Graph Prompting for Multi-Document Question Answering
AAAI 2024
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
AAAI 2024
Robust Graph Neural Networks via Unbiased Aggregation
NeurIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
NeurIPS 2024
Fairness and Explainability: Bridging the Gap towards Fair Model Explanations
AAAI 2023
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery
AAAI 2023
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics
NeurIPS 2023
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach
AAAI 2021
Deep Adversarial Social Recommendation
IJCAI 2019