Zijie Huang

47 papers A* 14Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics.
KDD (1)
Ruoyan Li, Zijie Huang, Haixin Wang, Guancheng Wan, Yizhou Sun, Wei Wang
2025 J jnl
A Social Dynamical System for Twitter Analysis.
CoRR
Zhiping Xiao, Xinyu Wang, Yifang Qin, Zijie Huang, Mason A. Porter, Yizhou Sun
2025 A* conf
Accelerating Neural ODEs: A Variational Formulation-based Approach.
ICLR
Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao
2025 A* conf
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation.
AAAI
Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao
2025 J jnl
FD-Bench: A Modular and Fair Benchmark for Data-driven Fluid Simulation.
CoRR
Haixin Wang, Ruoyan Li, Fred Xu, Fang Sun, Kaiqiao Han, Zijie Huang, Guancheng Wan, Ching Chang, Xiao Luo, Wei Wang, Yizhou Sun
2025 J jnl
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion.
CoRR
Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Adrian Chen, Yizhou Sun
2025 J jnl
From Coarse to Fine: A Physics-Informed Self-Guided Flow Diffusion Model.
CoRR
Ruoyan Li, Zijie Huang, Yizhou Sun, Wei Wang
2025 J jnl
Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics.
Trans. Mach. Learn. Res.
Fang Sun, Zijie Huang, Haixin Wang, Huacong Tang, Xiao Luo, Wei Wang, Yizhou Sun
2025 — conf
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks.
KDD (2)
Zewen Liu, Xiaoda Wang, Bohan Wang, Zijie Huang, Carl Yang, Wei Jin
2025 J jnl
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks.
CoRR
Zewen Liu, Xiaoda Wang, Bohan Wang, Zijie Huang, Carl Yang, Wei Jin
2025 — conf
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection.
ACL (1)
Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang
2025 J jnl
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection.
CoRR
Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang
2025 J jnl
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time.
CoRR
Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
2025 A* conf
Rethink GraphODE Generalization within Coupled Dynamical System.
ICML
Guancheng Wan, Zijie Huang, Wanjia Zhao, Xiao Luo, Yizhou Sun, Wei Wang
2024 J jnl
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation.
CoRR
Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao
2024 — conf
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations.
BHI
Kaiqiao Han, Yi Yang, Zijie Huang, Xuan Kan, Ying Guo, Yang Yang, Lifang He, Liang Zhan, Yizhou Sun, Wei Wang, Carl Yang
2024 J jnl
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations.
CoRR
Kaiqiao Han, Yi Yang, Zijie Huang, Xuan Kan, Yang Yang, Ying Guo, Lifang He, Liang Zhan, Yizhou Sun, Wei Wang, Carl Yang
2024 A* conf
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems.
WWW
Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang
2024 J jnl
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems.
CoRR
Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang
2024 — conf
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion.
ACL (Findings)
Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Yuanzhou Chen, Yizhou Sun
2024 J jnl
Graph Fourier Neural ODEs: Bridging Spatial and Temporal Multiscales in Molecular Dynamics.
CoRR
Fang Sun, Zijie Huang, Haixin Wang, Yadi Cao, Xiao Luo, Wei Wang, Yizhou Sun
2024 A* conf
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration.
NeurIPS
Yihe Deng, Chenchen Ye, Zijie Huang, Mingyu Derek Ma, Yiwen Kou, Wei Wang
2024 J jnl
MIRAI: Evaluating LLM Agents for Event Forecasting.
CoRR
Chenchen Ye, Ziniu Hu, Yihe Deng, Zijie Huang, Mingyu Derek Ma, Yanqiao Zhu, Wei Wang
2024 — —
Neural Dynamics for Science: The Symbiosis of Deep Graph Learning and Differential Equations
Zijie Huang
2024 A* conf
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling.
NeurIPS
Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang
2024 J jnl
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling.
CoRR
Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang
2024 J jnl
Predicting Time Series of Networked Dynamical Systems without Knowing Topology.
CoRR
Yanna Ding, Zijie Huang, Malik Magdon-Ismail, Jianxi Gao
2024 J jnl
Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey.
CoRR
Haixin Wang, Yadi Cao, Zijie Huang, Yuxuan Liu, Peiyan Hu, Xiao Luo, Zezheng Song, Wanjia Zhao, Jilin Liu, Jinan Sun, Shikun Zhang, Long Wei, Yue Wang, Tailin Wu, Zhi-Ming Ma, Yizhou Sun
2023 J jnl
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware.
CoRR
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan Lin, Jason Cong, Yizhou Sun
2023 A* conf
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation.
NeurIPS
Xiao Luo, Haixin Wang, Zijie Huang, Huiyu Jiang, Abhijeet Gangan, Song Jiang, Yizhou Sun
2023 A* conf
CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems.
KDD
Song Jiang, Zijie Huang, Xiao Luo, Yizhou Sun
2023 J jnl
CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems.
CoRR
Song Jiang, Zijie Huang, Xiao Luo, Yizhou Sun
2023 — conf
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.
ACL (Findings)
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023 J jnl
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.
CoRR
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
2023 A* conf
Generalizing Graph ODE for Learning Complex System Dynamics across Environments.
KDD
Zijie Huang, Yizhou Sun, Wei Wang
2023 J jnl
Generalizing Graph ODE for Learning Complex System Dynamics across Environments.
CoRR
Zijie Huang, Yizhou Sun, Wei Wang
2023 A* conf
HOPE: High-order Graph ODE For Modeling Interacting Dynamics.
ICML
Xiao Luo, Jingyang Yuan, Zijie Huang, Huiyu Jiang, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun
2023 J jnl
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems.
CoRR
Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang
2022 J jnl
A Mobility-Aware Deep Learning Model for Long-Term COVID-19 Pandemic Prediction and Policy Impact Analysis.
CoRR
Danfeng Guo, Zijie Huang, Junheng Hao, Yizhou Sun, Wei Wang, Demetri Terzopoulos
2022 — conf
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
ACL (1)
Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang
2022 J jnl
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
CoRR
Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang
2021 A* conf
Coupled Graph ODE for Learning Interacting System Dynamics.
KDD
Zijie Huang, Yizhou Sun, Wei Wang
2021 A* conf
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction.
SIGIR
Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
2021 J jnl
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction.
CoRR
Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher
2020 A* conf
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations.
NeurIPS
Zijie Huang, Yizhou Sun, Wei Wang
2020 J jnl
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations.
CoRR
Zijie Huang, Yizhou Sun, Wei Wang
2020 A* conf
Weakly Supervised Attention for Hashtag Recommendation using Graph Data.
WWW
Amin Javari, Zhankui He, Zijie Huang, Jeetu Raj, Kevin Chen-Chuan Chang