Hailong Zou

Hailong Zou

Ph.D. Student · IF-Lab

Research Output

Publications

Below is my complete publication list, organized into journal articles, conference papers, and preprints.

Back to Homepage

Journal Articles

Information Sciences · 2026

MAFNet: Mamba-based Asymmetric Fusion Network for Event-based Motion Deblurring

Qihang Jiang, Ye Zhao, Weiliang Meng, Ziang Wang, Yumeng Ren, Yulin Zhang, Hailong Zou, Shushan Qiao

Information Sciences, 756: 123853, 2026. Paper

Neurocomputing · 2026

C-DPSS: Channel Dual-Phase Sparsity Pruning Framework for Spiking Neural Networks

Jun Li, Qiang Li, Yiying Jiang, Jionghao Zhang, Hailong Zou, Mengdie Tao, Liang Wang, Hang Ran, Gang Li, Zhe Zhang, Bingchen Zhang, Yi Zhan, Shushan Qiao

Neurocomputing, 696: 134101, 2026. Paper

Applied Sciences · 2026

SSKD: Stepwise Self-Knowledge Distillation for Binary Neural Networks in Keyword Spotting

Hailong Zou, Jionghao Zhang, Jun Li, Hang Ran, Wulve Yang, Rui Zhou, Zenghui Yu, Yi Zhan, Shushan Qiao

Applied Sciences, 16(4): 2021, 2026. Paper

IEEE Transactions on Computers · 2026 · CCF-A

GOMA: Geometrically Optimal Mapping via Analytical Modeling for Spatial Accelerators

Wulve Yang, Hailong Zou, Rui Zhou, Jionghao Zhang, Qiang Li, Gang Li, Yi Zhan, Shushan Qiao

IEEE Transactions on Computers (TC), 2026. arXiv

Conference Papers

ACM Multimedia · 2026 · CCF-A

EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generation

Jiayu Chen, Xiaoyu Wu, Rongshan Gao, Maoliang Li, Zihao Zheng, Xinhao Sun, Hailong Zou, Guojie Luo, Xiang Chen

Proceedings of the 34th ACM International Conference on Multimedia (ACM MM), 2026. arXiv

ACM Multimedia · 2026 · CCF-A

MoECa: Aligning Feature Reuse with Expert Decomposition in Diffusion Transformers

Maoliang Li, Haojing Chen, Jiayu Chen, Zihao Zheng, Xinhao Sun, Hailong Zou, Xiang Chen

Proceedings of the 34th ACM International Conference on Multimedia (ACM MM), 2026. arXiv

Preprints

arXiv · 2026

BigMoMo: Efficient Inference of Large-Scale MoE with Speculative Decoding on Mobile Devices

Maoliang Li, Hailong Zou, Taohong Han, Haoze Chi, Jiayu Chen, Zihao Zheng, Zimo Guo, Jie Zhang, Guojie Luo, Xiang Chen. arXiv preprint, 2026. arXiv

arXiv · 2026

When and Where to Look: Adaptive Visual Evidence Scheduling for Efficient Long Video Understanding

Ke Li, Jiayu Chen, Maoliang Li, Zihao Zheng, Hailong Zou, Hengyi Zhang, Xuanzhe Liu, Xiang Chen. arXiv preprint, 2026. arXiv

arXiv · 2026

RAPID: Redundancy-Aware and Compatibility-Optimal Edge-Cloud Partitioned Inference for Diverse VLA Models

Zihao Zheng, Sicheng Tian, Hangyu Cao, Chenyue Li, Jiayu Chen, Maoliang Li, Xinhao Sun, Hailong Zou, Guojie Luo, Xiang Chen. arXiv preprint, 2026. arXiv

arXiv · 2026

DyQ-VLA: Temporal-Dynamic-Aware Quantization for Embodied Vision-Language-Action Models

Zihao Zheng, Hangyu Cao, Chibang Tao, Zhihao Mao, Lingyue Zhang, Maoliang Li, Jiayu Chen, Hailong Zou, Xuanzhe Liu, Donggang Cao, Hong Mei, Xiang Chen. arXiv preprint, 2026. arXiv

arXiv · 2026

VLN-Cache: Enabling Token Caching for VLN Models with Visual/Semantic Dynamics Awareness

Zihao Zheng, Zhihao Mao, Xingyue Zhou, Jiayu Chen, Maoliang Li, Xinhao Sun, Hailong Zou, Zhaobo Zhang, Xuanzhe Liu, Donggang Cao, Hong Mei, Xiang Chen. arXiv preprint, 2026. arXiv

For the complete and current publication list, please visit Google Scholar, ORCID, and OpenReview.