Author

Jing Liu

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Jul 2026

Multi-Decoder OneRec: Controllable Generative Retrieval for Multi-Objective Industrial Recommendation

Results show that generative retrieval can combine shared modeling with objective-specific control and complementary candidate generation, and under the same 512-item retrieval budget, Multi-Decoder OneRec improves over the single-decoder OneRec baseline.

Youqi Wang, Zhao-Jie Liu, Guoping Tang et al. · arXiv.org · 0 citations

Jul 2026

Foundation Models based Scene Graph Generation.

A FMs based SGG (FMSGG) framework is proposed, leveraging the broad pretraining of FMs to benefit tail relationships and zero-shot triplets, and introduces the triplet-aware logit adjustment method to mitigate long-tail bias.

Shuzhou Sun, Jing Liu, Li Liu et al. · IEEE Transactions on Pattern... · 0 citations