Mingsheng Shang

Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Recommendation & Information Retrieval (1)

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Chongjun Xia (1)Xiaoyu Shi (1)Hong Xie (1)Xianzhi Wang (1)

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Mar 3, 2026

1w ago·also USTC

Proactive Guiding Strategy for Item-side Fairness in Interactive Recommendation

Solve the cold-start problem for long-tail items in recommender systems by proactively shaping user preferences, rather than just boosting item exposure.

Chongjun Xia, Xiaoyu Shi, Hong Xie +3

Constitutional AI & AI Ethics Recommendation & Information Retrieval

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Mingsheng Shang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)