CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Sun, Jie, Ding, Zhaoying, Chen, Xiaoshuang, Chen, Qi, Wang, Yincheng, Zhan, Kaiqiao, Wang, Ben |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems
by: Cao, Yang, et al.
Published: (2025)
by: Cao, Yang, et al.
Published: (2025)
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution
by: Zhang, Gengrui, et al.
Published: (2024)
by: Zhang, Gengrui, et al.
Published: (2024)
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems
by: Su, Shuo, et al.
Published: (2024)
by: Su, Shuo, et al.
Published: (2024)
Creator-Side Recommender System: Challenges, Designs, and Applications
by: Chen, Xiaoshuang, et al.
Published: (2025)
by: Chen, Xiaoshuang, et al.
Published: (2025)
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems
by: Chen, Xiaoshuang, et al.
Published: (2024)
by: Chen, Xiaoshuang, et al.
Published: (2024)
Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework
by: Yang, Yunfei, et al.
Published: (2024)
by: Yang, Yunfei, et al.
Published: (2024)
Relative Advantage Debiasing for Watch-Time Prediction in Short-Video Recommendation
by: Liu, Emily, et al.
Published: (2025)
by: Liu, Emily, et al.
Published: (2025)
Generative Regression Based Watch Time Prediction for Short-Video Recommendation
by: Ma, Hongxu, et al.
Published: (2024)
by: Ma, Hongxu, et al.
Published: (2024)
Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video Recommendation
by: Chen, Xiaokai, et al.
Published: (2025)
by: Chen, Xiaokai, et al.
Published: (2025)
Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time
by: Zhao, Haiyuan, et al.
Published: (2024)
by: Zhao, Haiyuan, et al.
Published: (2024)
Explicit Uncertainty Modeling for Video Watch Time Prediction
by: Wu, Shanshan, et al.
Published: (2025)
by: Wu, Shanshan, et al.
Published: (2025)
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching
by: Wang, Yihan, et al.
Published: (2025)
by: Wang, Yihan, et al.
Published: (2025)
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
by: Li, Na, et al.
Published: (2026)
by: Li, Na, et al.
Published: (2026)
DADF: A Distribution-Aware Debiasing Framework for Watch-Time Regression in Recommender Systems
by: Yang, Yiqing, et al.
Published: (2026)
by: Yang, Yiqing, et al.
Published: (2026)
S$^2$GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation
by: Guo, Zihao, et al.
Published: (2026)
by: Guo, Zihao, et al.
Published: (2026)
Multi-Granularity Distribution Modeling for Video Watch Time Prediction via Exponential-Gaussian Mixture Network
by: Zhao, Xu, et al.
Published: (2025)
by: Zhao, Xu, et al.
Published: (2025)
Continuous-time Discrete-space Diffusion Model for Recommendation
by: Liu, Chengyi, et al.
Published: (2025)
by: Liu, Chengyi, et al.
Published: (2025)
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis
by: Yang, Shentao, et al.
Published: (2024)
by: Yang, Shentao, et al.
Published: (2024)
Time-Aware Adaptive Side Information Fusion for Sequential Recommendation
by: Luo, Jie, et al.
Published: (2025)
by: Luo, Jie, et al.
Published: (2025)
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)
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
by: Jia, Jian, et al.
Published: (2025)
by: Jia, Jian, et al.
Published: (2025)
A Long-term Value Prediction Framework In Video Ranking
by: Chen, Huabin, et al.
Published: (2026)
by: Chen, Huabin, et al.
Published: (2026)
SA-CAISR: Stage-Adaptive and Conflict-Aware Incremental Sequential Recommendation
by: Song, Xiaomeng, et al.
Published: (2026)
by: Song, Xiaomeng, et al.
Published: (2026)
A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation
by: Zhang, Luankang, et al.
Published: (2024)
by: Zhang, Luankang, et al.
Published: (2024)
Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform
by: Lu, Sheng, et al.
Published: (2025)
by: Lu, Sheng, et al.
Published: (2025)
Adaptive User Interest Modeling via Conditioned Denoising Diffusion For Click-Through Rate Prediction
by: Zhao, Qihang, et al.
Published: (2025)
by: Zhao, Qihang, et al.
Published: (2025)
FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval
by: Xu, Chen, et al.
Published: (2024)
by: Xu, Chen, et al.
Published: (2024)
AlignPxtr: Aligning Predicted Behavior Distributions for Bias-Free Video Recommendations
by: Lin, Chengzhi, et al.
Published: (2025)
by: Lin, Chengzhi, et al.
Published: (2025)
Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations
by: Wang, Yuyan, et al.
Published: (2025)
by: Wang, Yuyan, et al.
Published: (2025)
ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing
by: Wang, Yule, et al.
Published: (2021)
by: Wang, Yule, et al.
Published: (2021)
A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals
by: Sun, Zhu, et al.
Published: (2022)
by: Sun, Zhu, et al.
Published: (2022)
MBGR: Multi-Business Prediction for Generative Recommendation at Meituan
by: Li, Changhao, et al.
Published: (2026)
by: Li, Changhao, et al.
Published: (2026)
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction
by: Wang, Chen, et al.
Published: (2024)
by: Wang, Chen, et al.
Published: (2024)
MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation
by: Tong, Junxiong, et al.
Published: (2024)
by: Tong, Junxiong, et al.
Published: (2024)
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation
by: He, Tiantian, et al.
Published: (2025)
by: He, Tiantian, et al.
Published: (2025)
A Federated Framework for LLM-based Recommendation
by: Zhao, Jujia, et al.
Published: (2024)
by: Zhao, Jujia, et al.
Published: (2024)
TransTARec: Time-Adaptive Translating Embedding Model for Next POI Recommendation
by: Sun, Yiping
Published: (2024)
by: Sun, Yiping
Published: (2024)
From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization
by: Hu, Peiyu, et al.
Published: (2025)
by: Hu, Peiyu, et al.
Published: (2025)
LASAR: Latent Adaptive Semantic Aligned Reasoning for Generative Recommendation
by: Chen, Yiwen, et al.
Published: (2026)
by: Chen, Yiwen, et al.
Published: (2026)
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
by: Wu, Wei, et al.
Published: (2024)
by: Wu, Wei, et al.
Published: (2024)
Similar Items
-
xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems
by: Cao, Yang, et al.
Published: (2025) -
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution
by: Zhang, Gengrui, et al.
Published: (2024) -
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems
by: Su, Shuo, et al.
Published: (2024) -
Creator-Side Recommender System: Challenges, Designs, and Applications
by: Chen, Xiaoshuang, et al.
Published: (2025) -
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems
by: Chen, Xiaoshuang, et al.
Published: (2024)