Authors

Hong Liu

Publications 2

Preprint Open access

De-biasing Skeleton-based Action Recognition with Convex Hull Adaptive Shift

Mengyuan Liu, Yuhang Wen, Yi Zhang et al. · 2026 · 10.1007/s11263-026-03037-1

Skeleton sequences can represent both individual actions and multi-entity interactions, encompassing human bodies, hands, objects, and robots. Existing approaches to recognize skeleton-based actions and interactions usually adopt a late fusion strategy, which expects individuals are independent and identically distribu …

Preprint Open access

D-Quant: Driftable Entropy Coding for KV Cache Quantization

Yi Su, Hong Liu, Guanghua Yu et al. · 2026

The KV cache has become a major bottleneck in deploying LLMs, as its memory footprint grows linearly with sequence length and batch size, imposing substantial pressure on both memory capacity and bandwidth. Among various KV cache compression techniques, quantization is particularly attractive due to its effectiveness a …

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