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Synergizing Large Language Model and Knowledge Graph for Cold-Start Recommendation
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Haobo Zhang, Qiannan Zhu, Zhicheng Dou
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44 |
7 |
1–28 |
2026 |
10.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Play No Favorites: Matching and Balancing Multimodal Sequential Representation for Recommendation
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Fangyu Li, Zijie Bian, Shenbao Yu, Fan Yang, Hong Peng, Feng Zeng, Fei Chen, Yifeng Zeng
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44 |
7 |
1–30 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Modeling Response Uncertainty and Item Relevance in Conversational Recommender Systems
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Changbin Zhong, Jie Zou, Aixin Sun, Yang Deng, Weikang Guo, Yang Yang, Heng Tao Shen
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44 |
7 |
1–33 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Integrating Heterogeneous Knowledge for Enhanced Recommendation with Large Language Models
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Alessandro Petruzzelli, Cataldo Musto, Marco De Gemmis, Pasquale Lops, Giovanni Semeraro
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44 |
7 |
1–32 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Learning Potential Cross-Modal Interactions with Adaptive Relation Refinement for Multimodal Recommendation
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Zhuoxin He, Zhengdong Chen, Chang-Dong Wang, Shengli Sun, Chen Lin, Zhenhua Huang
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44 |
7 |
1–40 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Planner Policies Are Bias Learners: A Comprehensive Analysis of Preference Bias in LLM-based Dialogue Planner Policies
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Yizhe Yang, Heyan Huang, Jiawei Li, Huashan Sun, Yang Gao
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44 |
7 |
1–38 |
2026 |
11.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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RAGnRoll: Learning to Iteratively Retrieve and Generate Attributable Answer Snippets
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Hanane Djeddal, Laure Soulier, Karen Pinel-Sauvagnat, Sophia Katrenko, Pierre Erbacher, Lynda Tamine
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44 |
7 |
1–45 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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DRM: An Interpretable Dual-view Reasoning Model for POI Retrieval
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Xi He, Yijie Sun, Tiancheng Xiang, Xingyu Lu, Yanbing Liu
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44 |
7 |
1–31 |
2026 |
10.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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D 3 MBR: Dual-Level Diffusion Denoiser with Preference Guidance for Multi-Behavior Recommendation
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Yangtao Zhou, Xiangming Li, Jianan Li, Jialong Han, Hua Chu, Yutang Liu, Qingshan Li
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44 |
7 |
1–30 |
2026 |
8.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Causal-Invariant Cross-Domain Out-of-Distribution Recommendation
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Jiajie Zhu, Yan Wang, Feng Zhu, Pengfei Ding, Hongyang Liu, Zhu Sun
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44 |
7 |
1–36 |
2026 |
9.0 |
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Average Rating: 0.0 / 5
(0 Reviews)
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