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Liqiang Nie — most-cited papers & profile · Recommender Systems
← authors
·
overview
Liqiang Nie
40
papers ·
7498
citations ·
76
h-index
Shenzhen Institute of Information Technology · Harbin Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Neural Collaborative Filtering
2017 · 6603 citations
Contrastive Learning for Cold-Start Recommendation
2021 · 292 citations
Interest-aware Message-Passing GCN for Recommendation
2021 · 281 citations
Disentangled Multimodal Representation Learning for Recommendation
2022 · 84 citations
Causal Inference for Knowledge Graph based Recommendation
2022 · 47 citations
Discrete Factorization Machines for Fast Feature-based Recommendation
2018 · 44 citations
Semantic-Guided Feature Distillation for Multimodal Recommendation
2023 · 22 citations
Cluster-based Graph Collaborative Filtering
2024 · 11 citations
Learning Robust Recommender from Noisy Implicit Feedback
2021 · 2 citations
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
2023 · 2 citations
Interactive Garment Recommendation with User in the Loop
2024 · 2 citations
R$^2$ec: Towards Large Recommender Models with Reasoning
2025 · 1 citations
MMGRec: Multimodal Generative Recommendation with Transformer Model
2024 · 1 citations
Feature-level Attentive ICF for Recommendation
2021
Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
2023
Top co-authors
Zhiyong Cheng
· 7
Fan Liu
· 6
Mohan Kankanhalli
· 5
Tat-Seng Chua
· 4
Yinwei Wei
· 4
Xiangnan He
· 3
Fuli Feng
· 2
Hanwang Zhang
· 2
Huilin Chen
· 2
Xiang Wang
· 2
Xuemeng Song
· 2
Alberto Del Bimbo
· 1
Topics
Collaborative Filtering
Ranking & CTR
Graph-based
LLM-based
Two-Tower & Retrieval
Cold Start & Cross-Domain
Sequential & Session