Zijie Huang
12 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(5)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🏆
Grand Slam
💎
Century Club
(12)
🗃️
Keyword Collector
(69)
Conferences
ACL (4)
NIPS (4)
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
graph neural network
(4)
large language model
(2)
graph ordinary differential equation
(2)
ordinary differential equation
(2)
neural ode
(2)
multi-agent dynamics
(2)
preference optimization
(1)
self-supervised learning
(1)
hyperparameter optimization
(1)
graph representation
(1)
concept learning
(1)
hyperparameter tuning
(1)
concept hierarchy
(1)
knowledge graph
(1)
visual reasoning
(1)
visual question answering
(1)
entity embedding
(1)
knowledge graph embedding
(1)
physics-informed neural network
(1)
neural architecture search
(1)
Papers
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
AAAI 2025
Rethink GraphODE Generalization within Coupled Dynamical System
ICML 2025
Accelerating Neural ODEs: A Variational Formulation-based Approach
ICLR 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
ACL 2025
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
NIPS 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
NIPS 2024
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
ACL 2024
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
NIPS 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
NIPS 2020