Poster "sequential recommendation" Papers

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Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation

Qijiong Liu, Jieming Zhu, Lu Fan et al.

NEURIPS 2025arXiv:2503.05493

HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-tailed Sequential Recommendation

Xiaolong Xu, Xudong Zhao, Haolong Xiang et al.

Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction

Hongtao Huang, Chengkai Huang, Junda Wu et al.

NEURIPS 2025arXiv:2511.00530

MTRec: Learning to Align with User Preferences via Mental Reward Models

Mengchen Zhao, Yifan Gao, Yaqing Hou et al.

NEURIPS 2025arXiv:2509.22807

Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Yuhao Yang, ZhI JI, Zhaopeng Li et al.

NEURIPS 2025arXiv:2503.02453

SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation

Ziqiang Cui, Yunpeng Weng, Xing Tang et al.

On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation

Álvaro Labarca Silva, Denis Parra, Rodrigo A Toro Icarte