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Defu Lian — most-cited papers & profile · AI Agents
← authors
·
overview
Defu Lian
21
papers ·
50
citations ·
43
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation
2023 · 37 citations
Aligning Language Models for Versatile Text-based Item Retrieval
2024 · 7 citations
FuXi-e̱ta: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model
2025 · 4 citations
Composable Score-based Graph Diffusion Model for Multi-Conditional Molecular Generation
2025 · 1 citations
Cross-Domain Pre-training with Language Models for Transferable Time Series Representations
2024 · 1 citations
A Unified Frequency Domain Decomposition Framework for Interpretable and Robust Time Series Forecasting
2025
EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning
2025
Securing Recommender System Via Cooperative Training
2024
Toward Robust Recommendation Via Real-time Vicinal Defense
2023
Binarized Graph Neural Network
2020
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering
2021
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering
2021
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization
2022
Aligning Language Models for Versatile Text-based Item Retrieval
2024
Top co-authors
Enhong Chen
· 1
Hong Xie
· 1
Rui Wu
· 1
Zongyuan Chen
· 1
Topics
Collaborative Filtering
Two-Tower & Retrieval
Foundation Models
In-Context Learning
Training Techniques
Adversarial ML
Privacy
Ranking & CTR
Drug Discovery
Chemistry