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Peng Cui — most-cited papers & profile · AI Agents
← authors
·
overview
Peng Cui
15
papers ·
2998
citations ·
61
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Heterogeneous Graph Attention Network
2019 · 2854 citations
CausPref: Causal Preference Learning for Out-of-Distribution Recommendation
2022 · 64 citations
Interpreting and Unifying Graph Neural Networks with An Optimization Framework
2021 · 28 citations
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation
2021 · 23 citations
Towards Domain Generalization in Object Detection
2022 · 16 citations
Generalizing Graph Neural Networks on Out-Of-Distribution Graphs
2021 · 9 citations
Semi-UFormer: Semi-supervised Uncertainty-aware Transformer for Image Dehazing
2022 · 3 citations
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
2020 · 1 citations
Ranking-Aware Calibration for Reliable Multimodal Reinforcement Learning
2026
Learning-Zone Energy: Online Data Selection for Efficient RL Post-Training
2026
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
2020
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing
2020
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph
2024
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
2023
Topics
GNN Architectures
Theory & Expressivity
cs.LG
cs.AI
Value-Based
Model-Based RL
Collaborative Filtering
Cold Start & Cross-Domain
Ranking & CTR
Object Detection