Shelby Heinecke

Tackling Data Heterogeneity in Federated Learning with Class Prototypes

Yutong Dai, Zeyuan Chen, Junnan Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 105 citations · Full text

Computing, Computer Science, Data Mining +12

Deconfounded Causal Collaborative Filtering

Shuyuan Xu, Juntao Tan, Shelby Heinecke et al. · ACM Transactions on Recommender Systems · 2023 · 35 citations · Full text

Computing, Data Science, Causal Inference +15

Dynamic Causal Collaborative Filtering

Shuyuan Xu, Juntao Tan, Zuohui Fu et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 19 citations · Full text

Computing, Data Science, Causal Inference +10

RGRecSys

Zohreh Ovaisi, Shelby Heinecke, Jia Li et al. · Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining · 2022 · 18 citations · Full text

Computing, Computer Science, Data Mining +15

xLAM: A Family of Large Action Models to Empower AI Agent Systems

Jianguo Zhang, Tian Lan, Ming Zhu et al. · 2025 · 11 citations · Full text

Computing, Computer Science, Artificial Intelligence +13