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Xia Hu — most-cited papers & profile · Time Series
← authors
·
overview
Xia Hu
49
papers ·
826
citations ·
0
h-index
Yunnan Agricultural University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks
2020 · 165 citations
Policy-GNN: Aggregation Optimization for Graph Neural Networks
2020 · 87 citations
Policy-GNN: Aggregation Optimization for Graph Neural Networks
2020 · 87 citations
Experience Replay Optimization
2019 · 85 citations
Towards Deeper Graph Neural Networks with Differentiable Group Normalization
2020 · 82 citations
Dynamic Memory based Attention Network for Sequential Recommendation
2021 · 62 citations
Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
2020 · 56 citations
Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
2021 · 39 citations
RLCard: A Toolkit for Reinforcement Learning in Card Games
2019 · 32 citations
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
2021 · 21 citations
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
2022 · 19 citations
MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs
2022 · 17 citations
AutoRec: An Automated Recommender System
2020 · 16 citations
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
2021 · 13 citations
Simplifying Deep Reinforcement Learning via Self-Supervision
2021 · 12 citations
Top co-authors
Biao Yi
· 1
Jianing Geng
· 1
Qingkai Zeng
· 1
Ruijie Wang
· 1
Ruiqi He
· 1
Xuansheng Wu
· 1
Zekun Fei
· 1
Zheli Liu
· 1
Topics
GNN Architectures
Theory & Expressivity
Efficiency
Evaluation
Training Techniques
RAG
Multi-Agent
Safety & Alignment
Model Architecture
Exploration