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Xiaocong Chen — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xiaocong Chen
23
papers ·
239
citations ·
20
h-index
Data61
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation
2023 · 12 citations
Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation
2024 · 6 citations
Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation
2025 · 2 citations
Generative Inverse Deep Reinforcement Learning for Online Recommendation
2020 · 2 citations
Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation
2022 · 1 citations
Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation
2022 · 1 citations
Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning
2023 · 1 citations
Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems
2024 · 1 citations
Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation
2025
Locality-Sensitive Experience Replay for Online Recommendation
2021
Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems
2022
On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems
2023
On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems
2024
Top co-authors
Lina Yao
· 12
Siyu Wang
· 7
Julian McAuley
· 3
Dietmar Jannach
· 2
Liming Zhu
· 2
Siyu Wang
· 2
Xianzhi Wang
· 2
Aixin Sun
· 1
Cheng-Kai Huang
· 1
Chen Wang
· 1
Guanglin Zhou
· 1
Lianyong Qi
· 1
Topics
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Sequential & Session
LLM-based