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Showing papers from Taobao & Tmall Group of Alibaba Show all papers

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NeurIPS 2026The University of QueenslandSimon FraserTaobao (China) Software Co., LtdTaobao & Tmall Group of AlibAlibaba GroupVision-language models

AdaM-Rec: Adaptive Modality Routing for Multimodal Recommendation

AdaM-Rec adaptively routes between textual and visual modalities via LLM-based proxy recall tasks to improve multimodal recommendation accuracy.

Honghao Fu, Jiacheng Chen, Manxi Lin, Junjun Zheng and 6 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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lenient 5/5
medium 5/10
strict 0/5
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NeurIPS 2026Taobao & Tmall Group of AlibAlibaba GroupAlibaba Inc.Alignment & preference optimization

LLM-Auction: Generative Auction towards LLM-Native Advertising

LLM-Auction proposes a generative auction integrating LLM generation and allocation to optimize output distributions, proving incentive properties and achieving state-of-the-art efficiency.

Chujie Zhao, Qun Hu, Shiping Song, Dagui Chen and 3 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5