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Dual-Interest Sequential Product Recommendation With Multi-Granular SSM

BACKGROUND
1 SIGNALFIRST DETECTED 21 September 2026
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How the story developed
21 Sept
Other feeds and industry voices
3 Aug
Empowering Cross-Domain Sequential Recommendation with Hybrid Tokenization and Serial-Parallel Decoding

arXiv:2607.28659v1 Announce Type: new Abstract: Cross-domain sequential recommendation (CDSR) aims to model users' dynamic interest transitions and sequential patterns across

REPORT · HOW · ArXiv CS.AIOPEN STORY
28 Sept
T-RoPE: Time-Aware Rotary Position Embedding for Sequential Recommendation

arXiv:2609.30576v1 Announce Type: new Abstract: Large-scale recommenders increasingly adopt the sequential generative recipe behind large language models, bringing the Transformer

REPORT · WHAT · ArXiv CS.AIOPEN STORY
24 Aug
Difficulty-Aware Semantic-ID Optimization for Generative Recommendation

arXiv:2608.20611v1 Announce Type: new Abstract: Semantic-ID-based generative recommendation casts retrieval and ranking as autoregressive generation over hierarchical item

REPORT · WHAT · ArXiv CS.AIOPEN STORY
5 May
DynamicPO: Dynamic Preference Optimization for Recommendation

arXiv:2605.00327v1 Announce Type: cross Abstract: In large language model (LLM)-based recommendation systems, direct preference optimization (DPO) effectively aligns

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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