Zulun Zhu

19 papers A* 6Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coden: Efficient Temporal Graph Neural Networks for Continuous Prediction.
CoRR
Zulun Zhu, Siqiang Luo
2025 J jnl
A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness.
Proc. ACM Manag. Data
Ningyi Liao, Haoyu Liu, Zulun Zhu, Siqiang Luo, Laks V. S. Lakshmanan
2025 J jnl
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey.
CoRR
Zulun Zhu, Tiancheng Huang, Kai Wang, Junda Ye, Xinghe Chen, Siqiang Luo
2025 J jnl
Right Answer at the Right Time - Temporal Retrieval-Augmented Generation via Graph Summarization.
CoRR
Zulun Zhu, Haoyu Liu, Mengke He, Siqiang Luo
2024 A* conf
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks.
ICLR
Jintang Li, Huizhe Zhang, Ruofan Wu, Zulun Zhu, Baokun Wang, Changhua Meng, Zibin Zheng, Liang Chen
2024 J jnl
Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency.
CoRR
Ningyi Liao, Haoyu Liu, Zulun Zhu, Siqiang Luo, Laks V. S. Lakshmanan
2024 A* conf
Massively Parallel Single-Source SimRanks in O(log N) Rounds.
IJCAI
Siqiang Luo, Zulun Zhu
2024 A* conf
Personalized PageRanks over Dynamic Graphs - The Case for Optimizing Quality of Service.
ICDE
Zulun Zhu, Siqiang Luo, Wenqing Lin, Sibo Wang, Dingheng Mo, Chunbo Li
2024 J jnl
Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective.
CoRR
Jintang Li, Ruofan Wu, Yuchang Zhu, Huizhe Zhang, Xinzhou Jin, Guibin Zhang, Zulun Zhu, Zibin Zheng, Liang Chen
2024 A* conf
Topology-monitorable Contrastive Learning on Dynamic Graphs.
KDD
Zulun Zhu, Kai Wang, Haoyu Liu, Jintang Li, Siqiang Luo
2023 J jnl
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks.
CoRR
Jintang Li, Huizhe Zhang, Ruofan Wu, Zulun Zhu, Liang Chen, Zibin Zheng, Baokun Wang, Changhua Meng
2023 J jnl
Massively Parallel Single-Source SimRanks in o(log n) Rounds.
CoRR
Siqiang Luo, Zulun Zhu
2023 A* conf
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks.
AAAI
Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng
2022 J jnl
FastGCL: Fast Self-Supervised Learning on Graphs via Contrastive Neighborhood Aggregation.
CoRR
Yuansheng Wang, Wangbin Sun, Kun Xu, Zulun Zhu, Liang Chen, Zibin Zheng
2022 J jnl
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks.
CoRR
Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng
2022 A* conf
Spiking Graph Convolutional Networks.
IJCAI
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo
2022 J jnl
Spiking Graph Convolutional Networks.
CoRR
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo
2018 — conf
Enhanced Visual Loop Closing for Laser-Based SLAM.
ASAP
Zulun Zhu, Shaowu Yang, Huadong Dai
2018 — conf
Loop Detection and Correction of 3D Laser-Based SLAM with Visual Information.
CASA
Zulun Zhu, Shaowu Yang, Huadong Dai, Fu Li