Xingquan Zhu

Full Professor, Florida Atlantic University

Joined

June 2019

Names

Xingquan Zhu

Emails

****@fau.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Florida Atlantic University (fau.edu)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

COMBA: Cross Batch Aggregation for Learning Large Graphs with Context Gating State Space Models
Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Ghost in Topological Neural Flux Prediction: Boundary Conditions Matter
Haoyang Jiang, Bojian Qu, Xingquan Zhu, Jifu Tan, Yi He
- Submitted to ICLR 2026
- Readers: Everyone
GLLP: Graph Learning from Label Proportions
Yufei Jin, Jiajun Shen, Yi He, Xingquan Zhu
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Spatial-Temporal Generalization for Physics-Informed Neural PDE Solvers
Fatemeh Fogh, Yufei Tang, Mohsen Ahmadi, Xingquan Zhu
- Submitted to ICLR 2026
- Readers: Everyone
Topology-aware Neural Flux Prediction Guided by Physics
Haoyang Jiang, Jindong Wang, Xingquan Zhu, Yi He
- ICML 2025 poster
- Readers: Everyone
Graph Rhythm Network: Beyond Energy Modeling for Deep Graph Neural Networks
Yufei Jin, Xingquan Zhu
- ICDM 2024
- Readers: Everyone
HGDL: Heterogeneous Graph Label Distribution Learning
Yufei Jin, Heng Lian, Yi He, Xingquan Zhu
- NeurIPS 2024 poster
- Readers: Everyone
Unsupervised Lifelong Learning with Sustained Representation Fairness
Heng Lian, Xingquan Zhu, My T. Thai, Yi He
- Submitted to ICLR 2024
- Readers: Everyone
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
- NeurIPS 2023 spotlight
- Readers: Everyone
User Profile Preserving Social Network Embedding
Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang
- 2017 (modified: 10 Nov 2022)
- IJCAI 2017
- Readers: Everyone

View all 33 publications

Co-Authors

View all 55 co-authors