Tyler Derr

Vanderbilt University — United States

Computer Science · Physical Sciences

24h-index2.3kcitations128works5.02yr avg
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Research Topics

Advanced Graph Neural Networks(55), Complex Network Analysis Techniques(31), Recommender Systems and Techniques(23), Topic Modeling(17), Computational Drug Discovery Methods(9)

Publications128 total

Superwater as a generative AI framework to predict water molecule positions on protein structures
Communications Chemistry·2025Open Access
Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
arXiv (Cornell University)·2025Open Access
Scaffold-Aware Generative Augmentation and Reranking for Enhanced Virtual Screening
arXiv (Cornell University)·2025Open Access
Explanation Difference: Bridging Procedural and Distributional Fairness
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025Open Access
Large Language Models for Conversational User Simulation: A Comprehensive Survey
SPIRE - Sciences Po Institutional REpository·2025Open Access
Inverse-LLaVA: Eliminating Alignment Pre-training Through Text-to-Vision Mapping
arXiv (Cornell University)·2025Open Access
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
arXiv (Cornell University)·2025Open Access
Quantifying the Generalization Gap: A New Benchmark for Out-of-Distribution Graph-Based Android Malware Classification
ArXiv.org·2025Open Access
Machine Learning on Graphs in the Era of Generative Artificial Intelligence
2025Open Access
BTS: A Comprehensive Benchmark for Tie Strength Prediction
2025Open Access
Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation
arXiv (Cornell University)·2025Open Access
Edges Matter: An Analysis of Graph Time-Series Representations for Temporal Networks
IEEE Transactions on Network Science and Engineering·2025
Signed Network Dataset Repository: Extracting Signed Relations From Social Networks
2025
Advancements in Ligand-Based Virtual Screening through the Synergistic Integration of Graph Neural Networks and Expert-Crafted Descriptors
Journal of Chemical Information and Modeling·2025· 4 citedOpen Access
Real-Time Freeway Traffic Anomalous Event Detection System via Radar Detector Sensors
2025Open Access
SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation
arXiv (Cornell University)·2025Open Access
Amplifying Your Social Media Presence: Personalized Influential Content Generation with LLMs
arXiv (Cornell University)·2025Open Access
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 4 citedOpen Access
Edge Classification on Graphs: New Directions in Topological Imbalance
2025· 2 citedOpen Access
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
arXiv (Cornell University)·2025· 3 citedOpen Access
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Frequent Co-authors

Jiliang Tang(28), Yao Ma(11), Yu Wang(11), Hamid Reza Karimi(8), Yuying Zhao(5), Charų C. Aggarwal(5), Wei Jin(4), Zitao Liu(4), Wenqi Fan(4), Haochen Liu(3), Suhang Wang(3), Nedim Lipka(3), Ryan A. Rossi(3), Ruiyi Zhang(3), Jianping Wang(3), Qing Li(3), Lingfei Wu(3), Xiaorui Liu(3), Yuying Zhao(3), Kaitlin T. Torphy(3)