SCoTER: Structured Chain-of-Thought Transfer for Enhanced Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Jie, Wu, Yang, Li, Qian, Xiong, Yuling, Tang, Hongbo, Liu, Xun, Wang, Haoze, Zhang, Jun, Yu, Huan, Shi, Hailong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests
by: Li, Fuchun, et al.
Published: (2026)
by: Li, Fuchun, et al.
Published: (2026)
Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation
by: Wu, Yang, et al.
Published: (2026)
by: Wu, Yang, et al.
Published: (2026)
DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation
by: Jiang, Jie, et al.
Published: (2026)
by: Jiang, Jie, et al.
Published: (2026)
S-GRec: Personalized Semantic-Aware Generative Recommendation with Asymmetric Advantage
by: Jiang, Jie, et al.
Published: (2026)
by: Jiang, Jie, et al.
Published: (2026)
RecCoT: Enhancing Recommendation via Chain-of-Thought
by: Yang, Shuo, et al.
Published: (2025)
by: Yang, Shuo, et al.
Published: (2025)
End-to-End Semantic ID Generation for Generative Advertisement Recommendation
by: Jiang, Jie, et al.
Published: (2026)
by: Jiang, Jie, et al.
Published: (2026)
Reasoning to Rank: An End-to-End Solution for Exploiting Large Language Models for Recommendation
by: Zheng, Kehan, et al.
Published: (2026)
by: Zheng, Kehan, et al.
Published: (2026)
TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation
by: Xia, Yu, et al.
Published: (2025)
by: Xia, Yu, et al.
Published: (2025)
OneRanker: Unified Generation and Ranking with One Model in Industrial Advertising Recommendation
by: Sun, Dekai, et al.
Published: (2026)
by: Sun, Dekai, et al.
Published: (2026)
GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recommendation
by: Zhang, Jun, et al.
Published: (2025)
by: Zhang, Jun, et al.
Published: (2025)
LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization
by: Luo, Hailong, et al.
Published: (2025)
by: Luo, Hailong, et al.
Published: (2025)
USM: Unbiased Survey Modeling for Limiting Negative User Experiences in Recommendation Systems
by: Yu, Chenghui, et al.
Published: (2024)
by: Yu, Chenghui, et al.
Published: (2024)
Unified Value Alignment for Generative Recommendation in Industrial Advertising
by: Zhang, Xinxun, et al.
Published: (2026)
by: Zhang, Xinxun, et al.
Published: (2026)
Enhancing Transferability and Consistency in Cross-Domain Recommendations via Supervised Disentanglement
by: Wang, Yuhan, et al.
Published: (2025)
by: Wang, Yuhan, et al.
Published: (2025)
Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation
by: Zhao, Keyu, et al.
Published: (2025)
by: Zhao, Keyu, et al.
Published: (2025)
RaCT: Ranking-aware Chain-of-Thought Optimization for LLMs
by: Liu, Haowei, et al.
Published: (2024)
by: Liu, Haowei, et al.
Published: (2024)
Effective Knowledge Transfer for Multi-Task Recommendation Models
by: Cai, Guohao, et al.
Published: (2026)
by: Cai, Guohao, et al.
Published: (2026)
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems
by: Tang, Zuoli, et al.
Published: (2023)
by: Tang, Zuoli, et al.
Published: (2023)
Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation
by: Chen, Yixiao, et al.
Published: (2026)
by: Chen, Yixiao, et al.
Published: (2026)
Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation
by: Shi, Teng, et al.
Published: (2025)
by: Shi, Teng, et al.
Published: (2025)
Intent-aware Recommendation via Disentangled Graph Contrastive Learning
by: Wang, Yuling, et al.
Published: (2024)
by: Wang, Yuling, et al.
Published: (2024)
Enhancing Local Life Service Recommendation with Agentic Reasoning in Large Language Model
by: Cao, Shiteng, et al.
Published: (2026)
by: Cao, Shiteng, et al.
Published: (2026)
Integrating Chain-of-Thought into Generative Retrieval: A Preliminary Study
by: Zhang, Wenhao, et al.
Published: (2026)
by: Zhang, Wenhao, et al.
Published: (2026)
Sharpness-Aware Poisoning: Enhancing Transferability of Injective Attacks on Recommender Systems
by: Xie, Junsong, et al.
Published: (2026)
by: Xie, Junsong, et al.
Published: (2026)
Propagating Similarity, Mitigating Uncertainty: Similarity Propagation-enhanced Uncertainty for Multimodal Recommendation
by: Wu, Xinzhuo, et al.
Published: (2026)
by: Wu, Xinzhuo, et al.
Published: (2026)
Parallel Latent Reasoning for Sequential Recommendation
by: Tang, Jiakai, et al.
Published: (2026)
by: Tang, Jiakai, et al.
Published: (2026)
GOT4Rec: Graph of Thoughts for Sequential Recommendation
by: Long, Zewen, et al.
Published: (2024)
by: Long, Zewen, et al.
Published: (2024)
Personalized Multi-task Training for Recommender System
by: Yang, Liangwei, et al.
Published: (2024)
by: Yang, Liangwei, et al.
Published: (2024)
Robust Multimodal Recommendation via Graph Retrieval-Enhanced Modality Completion
by: Li, Yuan, et al.
Published: (2026)
by: Li, Yuan, et al.
Published: (2026)
Sharpness-Aware Cross-Domain Recommendation to Cold-Start Users
by: Zeng, Guohang, et al.
Published: (2024)
by: Zeng, Guohang, et al.
Published: (2024)
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
by: Lu, Xuan, et al.
Published: (2025)
by: Lu, Xuan, et al.
Published: (2025)
Large Memory Network for Recommendation
by: Lu, Hui, et al.
Published: (2025)
by: Lu, Hui, et al.
Published: (2025)
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
by: Zhang, Jiaqi, et al.
Published: (2023)
by: Zhang, Jiaqi, et al.
Published: (2023)
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems
by: Shu, Wenzheng, et al.
Published: (2025)
by: Shu, Wenzheng, et al.
Published: (2025)
TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback
by: Wang, Jie, et al.
Published: (2022)
by: Wang, Jie, et al.
Published: (2022)
CS3: Efficient Online Capability Synergy for Two-Tower Recommendation
by: Wang, Lixiang, et al.
Published: (2026)
by: Wang, Lixiang, et al.
Published: (2026)
CS3: Efficient Online Capability Synergy for Two-Tower Recommendation
by: Wang, Lixiang, et al.
Published: (2026)
by: Wang, Lixiang, et al.
Published: (2026)
LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System
by: Li, Fengxin, et al.
Published: (2024)
by: Li, Fengxin, et al.
Published: (2024)
Harmonizing Generative Retrieval and Ranking in Chain-of-Recommendation
by: Liu, Yu, et al.
Published: (2026)
by: Liu, Yu, et al.
Published: (2026)
TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
by: Zhang, Honglei, et al.
Published: (2024)
by: Zhang, Honglei, et al.
Published: (2024)
Similar Items
-
ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests
by: Li, Fuchun, et al.
Published: (2026) -
Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation
by: Wu, Yang, et al.
Published: (2026) -
DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation
by: Jiang, Jie, et al.
Published: (2026) -
S-GRec: Personalized Semantic-Aware Generative Recommendation with Asymmetric Advantage
by: Jiang, Jie, et al.
Published: (2026) -
RecCoT: Enhancing Recommendation via Chain-of-Thought
by: Yang, Shuo, et al.
Published: (2025)