Guorui Zhou
11 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Bronze 👥 Mega-Team · Squad
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Keyword Collector
(54)
⚡
Prolific Year · Productive
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Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Deep Learning
(6)
Machine Learning
(6)
Data Science & Analytics
(4)
Application Areas
(4)
Applications
(4)
Learning Types · Deep Learning
(4)
Architectures
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Generation
(1)
Keywords
large language model
(3)
recommendation system
(3)
federated learning
(2)
reinforcement learning
(2)
recommender system
(2)
foundation model
(2)
attention mechanism
(1)
mathematical reasoning
(1)
contrastive learning
(1)
full-flow recommendation
(1)
recommender dataset
(1)
exploration-exploitation tradeoff
(1)
user modeling
(1)
sequential modeling
(1)
multimodal large language model
(1)
industrial recommendation
(1)
reward model
(1)
cross-modal retrieval
(1)
cross-modal alignment
(1)
entropy regularization
(1)
Papers
Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
AAAI 2026
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
ACL 2026
Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
ACL 2026
DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing
ACL 2026
LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation
AAAI 2026
OneRec-Think: In-Text Reasoning for Generative Recommendation
ACL 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
AAAI 2026
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
AAAI 2025
RecFlow: An Industrial Full Flow Recommendation Dataset
ICLR 2025
Federated Adaptation for Foundation Model-based Recommendations
IJCAI 2024
Deep Interest Evolution Network for Click-Through Rate Prediction
AAAI 2019