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; et al. (Neurocomputing, 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 001; Xiang Chen (CoRR, 2026)

DyQ-VLA: Temporal-Dynamic-Aware Quantization for Embodied Vision-Language-Action Models. - Zihao Zheng; Hangyu Cao; Sicheng Tian; Jiayu Chen; Maoliang Li; Xinhao Sun; Hailong Zou; Zhaobo Zhang; Xuanzhe Liu; Donggang Cao; Hong Mei 001; Xiang Chen (CoRR, 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 (CoRR, 2026)

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 (CoRR, 2026)