Huifeng Guo
8 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(7)
Deep Learning
(5)
Data Science & Analytics
(3)
Natural Language Processing
(3)
Applications · Data Science & Analytics
(3)
Applications · Natural Language Processing
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
retrieval-augmented generation
(2)
large language model
(2)
model compression
(2)
knowledge distillation
(2)
click-through rate prediction
(2)
preference alignment
(1)
feature interaction
(1)
zero-shot learning
(1)
user modeling
(1)
query expansion
(1)
attention mechanism
(1)
recommendation system
(1)
deep learning
(1)
low-precision training
(1)
loss weighting
(1)
recommender system
(1)
cold-start problem
(1)
click-through rate
(1)
factorization machine
(1)
passage retrieval
(1)
Papers
Don’t Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs
AAAI 2026
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations
COLING 2025
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations
AAAI 2024
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction
AAAI 2023
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching
AACL 2022
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
IJCAI 2017