Guorui Zhou
11 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (7)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Conference Pioneer
Conferences
AAAI (5)
ACL (4)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(3)
recommendation system
(3)
federated learning
(2)
foundation model
(2)
reinforcement learning
(2)
recommender system
(2)
attention mechanism
(1)
mathematical reasoning
(1)
contrastive learning
(1)
full-flow recommendation
(1)
recommender dataset
(1)
user modeling
(1)
sequential modeling
(1)
entropy regularization
(1)
proximal policy optimization
(1)
industrial recommendation
(1)
multimodal large language model
(1)
cross-modal retrieval
(1)
reward model
(1)
cross-modal alignment
(1)
Papers
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
ACL 2026
Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
AAAI 2026
OneRec-Think: In-Text Reasoning for Generative Recommendation
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
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
AAAI 2026
LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation
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