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Author

Jun-Jie Wu

2 papers indexed here

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Preprint Oct 2026

AgentWebRec: Compact Evidence Fusion over the Agent Web for Personalized Recommendation

LLM-based personal agents are emerging as persistent carriers of user semantics and intermediaries between users and recommendation platforms, maintaining richer user knowledge locally. As agents interact with one another, the conventional \textit{User--Platform} relation evolves into a \textit{User--Agent Web--Platfor...

Hao-Ran Qiang, Guan-Nan Liu, Liang Zhang et al. · 0 citations
Book Open access Aug 2026

A Perturbation-Augmented Unsupervised Learning Framework for Integer Linear Programming

Integer linear programming (ILP) plays a pivotal role in combinatorial optimization, with applications ranging from logistics to scheduling. Recently, unsupervised learning has emerged as a promising paradigm for solving ILPs without costly labeled solutions. However, existing methods often converge prematurely to pola...

Yufan Deng, Tian-Le Pu, Zhijing Hu et al. · 0 citations

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