Quan Gan
13 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(5)
👑
Triple Crown
👥
Mega-Team
(20)
❓
The Questioner
💎
Century Club
(13)
📈
Trend Setter
🔥
Unstoppable
(5)
⚡
Prolific Year
(5)
Conferences
ICML (4)
NIPS (4)
ICLR (2)
AISTATS (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
graph neural network
(3)
energy function
(2)
bilevel optimization
(2)
node classification
(2)
weakly supervised learning
(1)
graph embedding
(1)
global ranking
(1)
directed graph
(1)
ranking recovery
(1)
proximal gradient descent
(1)
multi-armed bandit
(1)
regret bound
(1)
pairwise comparison
(1)
alternating direction method of multiplier
(1)
node embedding
(1)
tabular datum
(1)
intensity estimation
(1)
hypergraph neural network
(1)
heterogeneous graph neural network
(1)
facial expression recognition
(1)
Papers
Griffin: Towards a Graph-Centric Relational Database Foundation Model
ICML 2025
Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners
AISTATS 2025
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
NIPS 2024
From Hypergraph Energy Functions to Hypergraph Neural Networks
ICML 2023
Learning Enhanced Representation for Tabular Data via Neighborhood Propagation
NIPS 2022
Inductive Relation Prediction Using Analogy Subgraph Embeddings
ICLR 2022
GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks
ICML 2022
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
NIPS 2022
Why Propagate Alone? Parallel Use of Labels and Features on Graphs
ICLR 2022
A Biased Graph Neural Network Sampler with Near-Optimal Regret
NIPS 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms
ICML 2021
A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses
ICCV 2017
Facial Expression Intensity Estimation Using Ordinal Information
CVPR 2016