Saved in:
| Main Authors: | Guan, Yalong, Chen, Xiang, Wang, Mingyang, Wu, Xiangyu, Liu, Lihao, Qi, Chao, Yang, Shuang, Gao, Tingting, Zhou, Guorui, Chen, Changjian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.14912 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-Alignment Live-Streaming Recommendation
by: Liu, Yueyang, et al.
Published: (2025)
by: Liu, Yueyang, et al.
Published: (2025)
Foresight Prediction Enhanced Live-Streaming Recommendation
by: Cao, Jiangxia, et al.
Published: (2025)
by: Cao, Jiangxia, et al.
Published: (2025)
NoteLLM-2: Multimodal Large Representation Models for Recommendation
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
A Unified Framework for Cross-Domain Recommendation
by: Cao, Jiangxia, et al.
Published: (2024)
by: Cao, Jiangxia, et al.
Published: (2024)
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
by: Deng, Jiaxin, et al.
Published: (2025)
by: Deng, Jiaxin, et al.
Published: (2025)
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
by: Hu, Guoqing, et al.
Published: (2025)
by: Hu, Guoqing, et al.
Published: (2025)
MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation
by: Dang, Yuzhuo, et al.
Published: (2025)
by: Dang, Yuzhuo, et al.
Published: (2025)
Reinforced Preference Optimization for Reasoning-Augmented Recommendations
by: Gao, Jingtong, et al.
Published: (2026)
by: Gao, Jingtong, et al.
Published: (2026)
Reinforced Preference Optimization for Recommendation
by: Tan, Junfei, et al.
Published: (2025)
by: Tan, Junfei, et al.
Published: (2025)
CAPTS: Channel-Aware, Preference-Aligned Trigger Selection for Multi-Channel Item-to-Item Retrieval
by: Zhou, Xiaoyou, et al.
Published: (2026)
by: Zhou, Xiaoyou, et al.
Published: (2026)
Vague Preference Policy Learning for Conversational Recommendation
by: Zhang, Gangyi, et al.
Published: (2023)
by: Zhang, Gangyi, et al.
Published: (2023)
Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
by: Zhang, Zhiyang, et al.
Published: (2026)
by: Zhang, Zhiyang, et al.
Published: (2026)
SCASRec: A Self-Correcting and Auto-Stopping Model for Generative Route List Recommendation
by: Chen, Chao, et al.
Published: (2026)
by: Chen, Chao, et al.
Published: (2026)
SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation
by: Zhang, Chi, et al.
Published: (2024)
by: Zhang, Chi, et al.
Published: (2024)
Multimodal Large Language Models with Adaptive Preference Optimization for Sequential Recommendation
by: Wang, Yu, et al.
Published: (2025)
by: Wang, Yu, et al.
Published: (2025)
Position-aware Graph Transformer for Recommendation
by: Chen, Jiajia, et al.
Published: (2024)
by: Chen, Jiajia, et al.
Published: (2024)
MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion
by: Deng, Jiaxin, et al.
Published: (2024)
by: Deng, Jiaxin, et al.
Published: (2024)
MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity
by: Lv, Xiao, et al.
Published: (2024)
by: Lv, Xiao, et al.
Published: (2024)
Contextual Distillation Model for Diversified Recommendation
by: Li, Fan, et al.
Published: (2024)
by: Li, Fan, et al.
Published: (2024)
Preference Trajectory Modeling via Flow Matching for Sequential Recommendation
by: Li, Li, et al.
Published: (2025)
by: Li, Li, et al.
Published: (2025)
QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling
by: Xia, Tian, et al.
Published: (2026)
by: Xia, Tian, et al.
Published: (2026)
Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou
by: Cao, Jiangxia, et al.
Published: (2024)
by: Cao, Jiangxia, et al.
Published: (2024)
Disentangled Modeling of Preferences and Social Influence for Group Recommendation
by: Ye, Guangze, et al.
Published: (2025)
by: Ye, Guangze, et al.
Published: (2025)
TruthSR: Trustworthy Sequential Recommender Systems via User-generated Multimodal Content
by: Yan, Meng, et al.
Published: (2024)
by: Yan, Meng, et al.
Published: (2024)
DynamicPO: Dynamic Preference Optimization for Recommendation
by: Hu, Xingyu, et al.
Published: (2026)
by: Hu, Xingyu, et al.
Published: (2026)
On Softmax Direct Preference Optimization for Recommendation
by: Chen, Yuxin, et al.
Published: (2024)
by: Chen, Yuxin, et al.
Published: (2024)
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
by: Xu, Jinfeng, et al.
Published: (2024)
by: Xu, Jinfeng, et al.
Published: (2024)
A Personality-Guided Preference Aggregator for Ephemeral Group Recommendation
by: Ye, Guangze, et al.
Published: (2023)
by: Ye, Guangze, et al.
Published: (2023)
On Negative-aware Preference Optimization for Recommendation
by: Ding, Chenlu, et al.
Published: (2025)
by: Ding, Chenlu, et al.
Published: (2025)
Multimodal Recommender Systems: A Survey
by: Liu, Qidong, et al.
Published: (2023)
by: Liu, Qidong, et al.
Published: (2023)
SMES: Towards Scalable Multi-Task Recommendation via Expert Sparsity
by: Zhang, Yukun, et al.
Published: (2026)
by: Zhang, Yukun, et al.
Published: (2026)
Listwise Preference Alignment Optimization for Tail Item Recommendation
by: Li, Zihao, et al.
Published: (2025)
by: Li, Zihao, et al.
Published: (2025)
Reinforced Prompt Personalization for Recommendation with Large Language Models
by: Mao, Wenyu, et al.
Published: (2024)
by: Mao, Wenyu, et al.
Published: (2024)
Non-autoregressive Generative Models for Reranking Recommendation
by: Ren, Yuxin, et al.
Published: (2024)
by: Ren, Yuxin, et al.
Published: (2024)
Coherence-guided Preference Disentanglement for Cross-domain Recommendations
by: Xiang, Zongyi, et al.
Published: (2024)
by: Xiang, Zongyi, et al.
Published: (2024)
Direct Preference Optimization for LLM-Enhanced Recommendation Systems
by: Sun, Chao, et al.
Published: (2024)
by: Sun, Chao, et al.
Published: (2024)
Selection and Exploitation of High-Quality Knowledge from Large Language Models for Recommendation
by: Wang, Guanchen, et al.
Published: (2025)
by: Wang, Guanchen, et al.
Published: (2025)
L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation
by: Pan, Pingjun, et al.
Published: (2026)
by: Pan, Pingjun, et al.
Published: (2026)
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations
by: Li, Jin, et al.
Published: (2025)
by: Li, Jin, et al.
Published: (2025)
PROMISE: Process Reward Models Unlock Test-Time Scaling Laws in Generative Recommendations
by: Guo, Chengcheng, et al.
Published: (2026)
by: Guo, Chengcheng, et al.
Published: (2026)
Similar Items
-
LLM-Alignment Live-Streaming Recommendation
by: Liu, Yueyang, et al.
Published: (2025) -
Foresight Prediction Enhanced Live-Streaming Recommendation
by: Cao, Jiangxia, et al.
Published: (2025) -
NoteLLM-2: Multimodal Large Representation Models for Recommendation
by: Zhang, Chao, et al.
Published: (2024) -
A Unified Framework for Cross-Domain Recommendation
by: Cao, Jiangxia, et al.
Published: (2024) -
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
by: Deng, Jiaxin, et al.
Published: (2025)