Author

Haipeng Chen

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Preprint Sep 2026

Exploring Forum Post Retrieval with Generative Modeling

Generative recommendation (GR) has emerged as an alternative to embedding-based retrieval, building on the success of generative models in language and vision. We are exploring GR on Facebook Forum, a standalone application for medium-to-heavy users of Facebook Groups. Because Forum is a new surface, its own interactio...

Yang Li, Ya-Guang Liu, Heng Liu et al. · 0 citations

#artificial intelligence Jan 2026

DIP: Dynamic In-Context Planner For Diffusion Language Models

DIP is proposed, a context-optimization algorithm based on average verified confidence that dynamically ranks and inserts in-context examples during generation, rather than providing all examples up front.

Yang Li, Han Meng, Chenan Wang et al. · arXiv.org · 1 citation

#artificial intelligence Preprint Aug 2026

Towards Reliable, Generalizable, and Specific In-Context Knowledge Editing via Multi-Objective Reinforcement Learning

Multi-Objective In-context Knowledge Editing (MO-IKE), a multi-objective RL algorithm that formulates prompt construction for in-context knowledge editing as a Constrained Markov Decision Process, enabling more balanced and globally coherent prompt construction.

Xu-Zhong Wang, Maiqi Jiang, Tejal Nair et al. · 1 citation