3 papers
cs.SE2026
Chain-Aware Encoding for Microservice Trace Anomaly Detection
Yiliu Xu, Ziwei Hong, Zhongheng Yang +2
Microservice traces can be structurally anomalous even when every span returns normally -- a payment flow that silently skips a risk check looks fine to any per-span monitor. Seque…
cs.MM2026
Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment Analysis
Guangyuan Dong, Ziwei Hong, Shenghao Liu +9
Although Multimodal Sentiment Analysis (MSA) effectively leverages rich information from language, visual, and acoustic modalities, existing methods still face two core challenges:…
cs.CV2025
CenterMamba-SAM: Center-Prioritized Scanning and Temporal Prototypes for Brain Lesion Segmentation
Yu Tian, Zhongheng Yang, Chenshi Liu +4
Brain lesion segmentation remains challenging due to small, low-contrast lesions, anisotropic sampling, and cross-slice discontinuities. We propose CenterMamba-SAM, an end-to-end f…