Siyu Wang - RankMe

29 papers A* 5A 4Misc 1Journal 19

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Diffusion Policies for Risk-Averse Behavior Modeling in Offline Reinforcement Learning. IROS Xiaocong Chen, Siyu Wang, Tong Yu, Lina Yao
2025	Misc	`conf`	Distributional Offline Reinforcement Learning for Recommender Systems. ADC Xiaocong Chen, Siyu Wang, Lina Yao
2025	A	`conf`	Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation. CIKM Xiaocong Chen, Siyu Wang, Lina Yao
2025	J	`jnl`	Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation. CoRR Xiaocong Chen, Siyu Wang, Lina Yao
2025	A	`conf`	Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior. CIKM Xiaocong Chen, Siyu Wang, Lina Yao
2025	J	`jnl`	Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior. CoRR Xiaocong Chen, Siyu Wang, Lina Yao
2025	J	`jnl`	Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning-Based Recommendation. IEEE Trans. Neural Networks Learn. Syst. Siyu Wang, Xiaocong Chen, Julian J. McAuley, Sally Cripps, Lina Yao
2025	A*	`conf`	Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation. WWW Siyu Wang, Xiaocong Chen, Lina Yao
2025	J	`jnl`	Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation. CoRR Siyu Wang, Xiaocong Chen, Lina Yao
2025	J	`jnl`	Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning-Based Recommendation Systems. ACM Trans. Intell. Syst. Technol. Siyu Wang, Xiaocong Chen, Lina Yao
2024	A*	`conf`	Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation. KDD Xiaocong Chen, Siyu Wang, Lina Yao
2024	J	`jnl`	Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation. CoRR Xiaocong Chen, Siyu Wang, Lina Yao
2024	A	`conf`	On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems. CIKM Siyu Wang, Xiaocong Chen, Lina Yao
2024	J	`jnl`	On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems. CoRR Siyu Wang, Xiaocong Chen, Lina Yao
2024	J	`jnl`	On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems. ACM Trans. Inf. Syst. Xiaocong Chen, Siyu Wang, Julian J. McAuley, Dietmar Jannach, Lina Yao
2024	J	`jnl`	Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems. CoRR Siyu Wang, Xiaocong Chen, Lina Yao
2024	J	`jnl`	Uncertainty-aware Distributional Offline Reinforcement Learning. CoRR Xiaocong Chen, Siyu Wang, Tong Yu, Lina Yao
2023	A*	`conf`	Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning. SIGIR Siyu Wang, Xiaocong Chen, Dietmar Jannach, Lina Yao
2023	J	`jnl`	Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning. CoRR Siyu Wang, Xiaocong Chen, Dietmar Jannach, Lina Yao
2023	A*	`conf`	Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation. SIGIR Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao
2023	J	`jnl`	Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation. CoRR Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao
2023	J	`jnl`	Intrinsically motivated reinforcement learning based recommendation with counterfactual data augmentation. World Wide Web (WWW) Xiaocong Chen, Siyu Wang, Lianyong Qi, Yong Li, Lina Yao
2023	J	`jnl`	On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems. CoRR Xiaocong Chen, Siyu Wang, Julian J. McAuley, Dietmar Jannach, Lina Yao
2022	J	`jnl`	Adversarial Robustness of Deep Reinforcement Learning Based Dynamic Recommender Systems. Frontiers Big Data Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng
2022	J	`jnl`	Deep Reinforcement Learning for Dynamic Recommendation with Model-agnostic Counterfactual Policy Synthesis. CoRR Siyu Wang, Xiaocong Chen, Lina Yao, Julian J. McAuley
2022	A*	`conf`	Empowerment-driven Policy Gradient Learning with Counterfactual Augmentation in Recommender Systems. ICDM Xiaocong Chen, Lina Yao, Xiaojun Chang, Siyu Wang
2022	J	`jnl`	Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation. CoRR Xiaocong Chen, Siyu Wang, Lina Yao, Lianyong Qi, Yong Li
2022	J	`jnl`	Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation. CoRR Siyu Wang, Xiaocong Chen, Lina Yao
2021	J	`jnl`	Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems. CoRR Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng