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Chen Ma — most-cited papers & profile · Graph Learning
← authors
·
overview
Chen Ma
30
papers ·
135
citations ·
23
h-index
City University of Hong Kong · Fudan University · First Institute of Oceanography · Renmin University of China
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning How Much to Think: Difficulty-Aware Dynamic MoEs for Graph Node Classification
2026
Causality-aware Graph Aggregation Weight Estimator for Popularity Debiasing in Top-K Recommendation
2025
Enhanced Pre-training of Graph Neural Networks for Million-Scale Heterogeneous Graphs
2025
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball
2021
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion
2021
Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation
2022
Mutually Guided Few-shot Learning for Relational Triple Extraction
2023
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
2023
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
2023
Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks
2024
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems
2024
Top co-authors
Haolun Wu
· 3
Yingxue Zhang
· 3
Bowei He
· 2
Xing Tang
· 2
Xiuqiang He
· 2
Xue Liu
· 2
Ziqiang Cui
· 2
and Lianghua He
· 1
Boyu Wang
· 1
Chengmei Yang
· 1
Chengming Hu
· 1
Chuang Zhao
· 1
Topics
cs.LG
cs.AI
cs.IR
cs.CL
cs.SI
stat.ME