List of works - Ruocheng Guo - Paulina

List of works by Ruocheng Guo

AutoMLP: Automated MLP for Sequential Recommendations

scientific article published on 26 April 2023

Causal Disentanglement for Implicit Recommendations with Network Information

scientific article published in 2023

Conformal Counterfactual Inference under Hidden Confounding

scientific article published on 25 August 2024

DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems

scientific article published on 08 October 2024

Debiasing Recommendation by Learning Identifiable Latent Confounders

scientific article published on 04 August 2023

Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems

scientific article published on 04 August 2023

Large Multimodal Model Compression via Iterative Efficient Pruning and Distillation

scientific article published on 12 May 2024

Learning for Counterfactual Fairness from Observational Data

scientific article published on 04 August 2023

Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data

scientific article published on 18 October 2023

SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations

scientific article published on 18 December 2023

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