Zijie Huang
12 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (35) π Interdisciplinary Bridge Β· Silver
π
Grand Slam
π€
Dynamic Duo
(10)
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(78)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Core Methods
(6)
Models
(5)
Knowledge & Reasoning
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Representation
(4)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Keywords
graph neural network
(4)
graph ordinary differential equation
(2)
neural ordinary differential equation
(2)
neural ode
(2)
dynamical system
(2)
ordinary differential equation
(2)
variational inference
(2)
large language model
(2)
multi-agent dynamics
(2)
preference optimization
(1)
hyperparameter tuning
(1)
concept learning
(1)
concept hierarchy
(1)
knowledge graph
(1)
self-supervised learning
(1)
hyperparameter optimization
(1)
graph representation
(1)
physics-informed neural network
(1)
visual reasoning
(1)
visual question answering
(1)
Papers
Accelerating Neural ODEs: A Variational Formulation-based Approach
ICLR 2025
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
AAAI 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
ACL 2025
Rethink GraphODE Generalization within Coupled Dynamical System
ICML 2025
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
ACL 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
NeurIPS 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
NeurIPS 2024
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
NeurIPS 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
HOPE: High-order Graph ODE For Modeling Interacting Dynamics
ICML 2023
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
ACL 2022
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations
NeurIPS 2020