2 papers
cs.AI2026
DELTAMEM: Incremental Experience Memory for LLM Agents via Residual Trees
Haoran Tan, Zeyu Zhang, Zhicheng Cao +2
Large Language Model (LLM)-based agents increasingly rely on memory to learn from experiences over continual interactions. However, storing experiences as independent, flat units l…
cs.CV2026
CIGPose: Causal Intervention Graph Neural Network for Whole-Body Pose Estimation
Bohao Li, Zhicheng Cao, Huixian Li +1
State-of-the-art whole-body pose estimators often lack robustness, producing anatomically implausible predictions in challenging scenes. We posit this failure stems from spurious c…