Cover Image

Generative Regression Based Watch Time Prediction for Short-Video Recommendation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Hongxu, Tian, Kai, Zhang, Tao, Zhang, Xuefeng, Zhou, Han, Chen, Chunjie, Li, Han, Guan, Jihong, Zhou, Shuigeng
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video Recommendation
by: Chen, Xiaokai, et al.
Published: (2025)

Relative Advantage Debiasing for Watch-Time Prediction in Short-Video Recommendation
by: Liu, Emily, et al.
Published: (2025)

Explicit Uncertainty Modeling for Video Watch Time Prediction
by: Wu, Shanshan, et al.
Published: (2025)

DADF: A Distribution-Aware Debiasing Framework for Watch-Time Regression in Recommender Systems
by: Yang, Yiqing, et al.
Published: (2026)

CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems
by: Sun, Jie, et al.
Published: (2024)

Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time
by: Zhao, Haiyuan, et al.
Published: (2024)

On the Equivalence Between Auto-Regressive Next Token Prediction and Full-Item-Vocabulary Maximum Likelihood Estimation in Generative Recommendation--A Short Note
by: Huang, Yusheng, et al.
Published: (2026)

Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation
by: He, Zhiyu, et al.
Published: (2025)

A Model-based Multi-Agent Personalized Short-Video Recommender System
by: Zhou, Peilun, et al.
Published: (2024)

Action-Aware Generative Sequence Modeling for Short Video Recommendation
by: Li, Wenhao, et al.
Published: (2026)

DualGR: Generative Retrieval with Long and Short-Term Interests Modeling
by: Yi, Zhongchao, et al.
Published: (2025)

Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation
by: Li, Yicong, et al.
Published: (2024)

Data Watermarking for Sequential Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2024)

Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
by: Zhang, Zhiyang, et al.
Published: (2026)

PROMISE: Process Reward Models Unlock Test-Time Scaling Laws in Generative Recommendations
by: Guo, Chengcheng, 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)

Tweedie Regression for Video Recommendation System
by: Zheng, Yan, et al.
Published: (2025)

CaST-POI: Candidate-Conditioned Spatiotemporal Modeling for Next POI Recommendation
by: Yu, Zhenyu, et al.
Published: (2026)

ADS-POI: Agentic Spatiotemporal State Decomposition for Next Point-of-Interest Recommendation
by: Yu, Zhenyu, et al.
Published: (2026)

SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis
by: Yang, Shentao, et al.
Published: (2024)

On Mitigating Data Sparsity in Conversational Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2025)

MMGRec: Multimodal Generative Recommendation with Transformer Model
by: Liu, Han, et al.
Published: (2024)

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation
by: Zhang, Shaorun, et al.
Published: (2024)

MTGR: Industrial-Scale Generative Recommendation Framework in Meituan
by: Han, Ruidong, et al.
Published: (2025)

Unbiased Multimodal Reranking for Long-Tail Short-Video Search
by: Xu, Wenyi, et al.
Published: (2026)

HHFT: Hierarchical Heterogeneous Feature Transformer for Recommendation Systems
by: Yu, Liren, et al.
Published: (2025)

Generative Reasoning Recommendation via LLMs
by: Hong, Minjie, et al.
Published: (2025)

Act-With-Think: Chunk Auto-Regressive Modeling for Generative Recommendation
by: Wang, Yifan, et al.
Published: (2025)

IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
by: Wu, Wenhao, et al.
Published: (2025)

Contextual Distillation Model for Diversified Recommendation
by: Li, Fan, et al.
Published: (2024)

Unleash the Potential of Long Semantic IDs for Generative Recommendation
by: Xia, Ming, et al.
Published: (2026)

GEMs: Breaking the Long-Sequence Barrier in Generative Recommendation with a Multi-Stream Decoder
by: Zhou, Yu, et al.
Published: (2026)

Foresight Prediction Enhanced Live-Streaming Recommendation
by: Cao, Jiangxia, et al.
Published: (2025)

Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search
by: Bao, Wentian, et al.
Published: (2024)

Not All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias
by: Dong, Lulu, et al.
Published: (2024)

Watermarking Recommender Systems
by: Zhang, Sixiao, et al.
Published: (2024)

Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou
by: Cao, Jiangxia, et al.
Published: (2024)

Brownian Bridge Diffusion for Sequential Recommendation
by: Bai, Yimeng, et al.
Published: (2025)

Two-Stage Constrained Actor-Critic for Short Video Recommendation
by: Cai, Qingpeng, et al.
Published: (2023)

MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation
by: Wu, Wenhao, et al.
Published: (2024)