Derr, Tyler

15 publications

ICLR 2025 A Large-Scale Training Paradigm for Graph Generative Models Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr

TMLR 2025 Personalization of Large Language Models: A Survey Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang

AAAI 2025 Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective Bo Ni, Yu Wang, Lu Cheng, Erik Blasch, Tyler Derr

ICLR 2024 A Topological Perspective on Demystifying GNN-Based Link Prediction Performance Yu Wang, Tong Zhao, Yuying Zhao, Yunchao Liu, Xueqi Cheng, Neil Shah, Tyler Derr

NeurIPS 2024 FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection Austin Coursey, Junyi Ji, Marcos Quinones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work

AAAI 2024 Knowledge Graph Prompting for Multi-Document Question Answering Yu Wang, Nedim Lipka, Ryan A. Rossi, Alexa F. Siu, Ruiyi Zhang, Tyler Derr

AAAI 2024 Leveraging Opposite Gender Interaction Ratio as a Path Towards Fairness in Online Dating Recommendations Based on User Sexual Orientation Yuying Zhao, Yu Wang, Yi Zhang, Pamela J. Wisniewski, Charu C. Aggarwal, Tyler Derr

NeurIPS 2024 Robust Graph Neural Networks via Unbiased Aggregation Zhichao Hou, Ruiqi Feng, Tyler Derr, Xiaorui Liu

NeurIPS 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking Yunchao Liu, Ha Dong, Xin Wang, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr

AAAI 2023 Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations Yuying Zhao, Yu Wang, Tyler Derr

AAAI 2023 Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery Yunchao Liu, Yu Wang, Oanh Vu, Rocco Moretti, Bobby Bodenheimer, Jens Meiler, Tyler Derr

NeurIPSW 2023 Knowledge Graph Prompting for Multi-Document Question Answering Yu Wang, Nedim Lipka, Ryan Rossi, Alexa Siu, Ruiyi Zhang, Tyler Derr

NeurIPS 2023 NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics Anwar Said, Roza Bayrak, Tyler Derr, Mudassir Shabbir, Daniel Moyer, Catie Chang, Xenofon Koutsoukos

AAAI 2021 Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah

IJCAI 2019 Deep Adversarial Social Recommendation Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, Qing Li