Neuron: Learning context-aware evolving representations for zero-shot skeleton action recognition

Y Chen, J Guo, S Guo, D Tao - arxiv preprint arxiv:2411.11288, 2024 - arxiv.org
Zero-shot skeleton action recognition is a non-trivial task that requires robust unseen
generalization with prior knowledge from only seen classes and shared semantics. Existing …

Exploring Transferable Homogeneous Groups for Compositional Zero-Shot Learning

Z Rao, J Guo, M Li, Y Chen - arxiv preprint arxiv:2501.10695, 2025 - arxiv.org
Conditional dependency present one of the trickiest problems in Compositional Zero-Shot
Learning, leading to significant property variations of the same state (object) across different …

RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization

Y Sun, H Chen, J Guo, A Sun, Z Li, H Liu - arxiv preprint arxiv:2502.07492, 2025 - arxiv.org
Attributing APT (Advanced Persistent Threat) malware to their respective groups is crucial for
threat intelligence and cybersecurity. However, APT adversaries often conceal their …

FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data

Y Sun, A Sun, S Pan, Z Fu, J Guo - arxiv preprint arxiv:2502.07456, 2025 - arxiv.org
Personalized federated learning (PFL) tailors models to clients' unique data distributions
while preserving privacy. However, existing aggregation-weight-based PFL methods often …

RORem: Training a Robust Object Remover with Human-in-the-Loop

R Li, T Yang, S Guo, L Zhang - arxiv preprint arxiv:2501.00740, 2025 - arxiv.org
Despite the significant advancements, existing object removal methods struggle with
incomplete removal, incorrect content synthesis and blurry synthesized regions, resulting in …

[PDF][PDF] Who looks like me: semantic routed image harmonization

J Sun, C Yao, X Wang, Y Guo, Y Zhang… - Proceedings of the Thirty …, 2024 - ijcai.org
Image harmonization, aiming to seamlessly blend extraneous foreground objects with
background images, is a promising and challenging task. Ensuring a synthetic image …

Towards Robust and Realistic Human Pose Estimation via WiFi Signals

Y Chen, J Guo, S Guo, J Zhou, D Tao - arxiv preprint arxiv:2501.09411, 2025 - arxiv.org
Robust WiFi-based human pose estimation is a challenging task that bridges discrete and
subtle WiFi signals to human skeletons. This paper revisits this problem and reveals two …

[SITAATTI][C] RORem: 使用人机交互训练一个鲁棒的物体去除器

R Li, T Yang, S Guo, L Zhang