4 papers
TideKV: Delayed KV Eviction via Layer-Wise Chunked Prefill for Memory-Efficient Long-Context LLM Inference
Yu Wang, Zhu Wang, Ning Hu +4
Long-context large language model (LLM) inference is important for modern intelligent applications but remains constrained by peak memory during prompt prefill. Existing KV cache c…
FSTC-Encoder: Feature--Spatial--Temporal Correlation Learning for Generalizable RF Sensing
Jing Wang, Zhu Wang, Changlong Cheng +2
Heterogeneous RF sensing differs substantially in feature structure, spatial layout, and temporal scale, making existing models difficult to reuse across devices, environments, and…
XGait: A Multi-Modality Wireless Sensing Dataset for Indoor Human Tracking and Identification
Wei Xu, Zhu Wang, Yifan Guo +5
Wireless sensing has emerged as a promising approach for tracking and identification using commodity Internet of Things devices. However, the features derived from a single wireles…
What Language Does and What the Evidence Supports: A Functional Role Taxonomy and Evidence Audit of Language Grounding in Embodied Agents
Yifan Guo, Chenghao Li, Zhu Wang +6
Foundation models place language throughout embodied agents, but its presence does not show what it contributes or how well that contribution is grounded. This survey separates the…