Donald Loveland
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
3
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | KDD | On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective. | Donald Loveland, Mingxuan Ju, Tong Zhao, Neil Shah, Danai Koutra |
| 2025 | WWW | Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank. | Donald Loveland, Xinyi Wu, Tong Zhao, Danai Koutra, Neil Shah, Mingxuan Ju |
| 2025 | WWW | GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems. | Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Mingxuan Ju, Neil Shah, Tong Zhao |
| 2025 | SDM | Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks. | Donald Loveland, Danai Koutra |
| 2022 | KDD | How does Heterophily Impact the Robustness of Graph Neural Networks?: Theoretical Connections and Practical Implications. | Jiong Zhu, Junchen Jin, Donald Loveland, Michael T. Schaub, Danai Koutra |