207 citations
- Jilin UniversityCN40 papers
- University of TrentoIT5 papers
- Changchun University of Science and TechnologyCN4 papers
- Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin UniversityCN4 papers
- Nanyang Technological UniversitySG4 papers
- Dalian Maritime UniversityCN3 papers
- Beihang UniversityCN2 papers
- Changchun UniversityCN2 papers
- Fudan UniversityCN2 papers
- Heriot-Watt UniversityGB2 papers
- Hong Kong Polytechnic UniversityHK2 papers
- Peng Cheng LaboratoryCN2 papers
45 papers
Enhancing Multimodal Emotion Recognition via Multi-Feature Encoding and Attention-Based Fusion
Xu Lin, Ke Wang, Hui Kang +1
Multimodal emotion recognition has attracted growing interest due to its importance in human-computer interaction, remote education, and healthcare. This paper proposes a novel mul…
TRACE: Discovering Task-Specific Parameter via Adaptation-Aware Probing for Continual Fine-Tuning
Xiaosong Han, Ke Chen, Xindi Dai +7
In real-world deployment, LLMs are often adapted continually across tasks to keep LLMs up-to-date in production, where new fine-tuning should preserve previously learned skills. Ho…
Advancing Graph Few-Shot Learning via In-Context Learning
Renchu Guan, Yajun Wang, Chunli Guo +5
Graph few-shot learning, which aims to classify nodes from novel classes with only a few labeled examples, is a widely studied problem in graph learning. However, existing methods…
Leveraging the Power of Ensemble Learning for Secure Low Altitude Economy
Yaoqi Yang, Yong Chen, Jiacheng Wang +3
Low Altitude Economy (LAE) holds immense promise for enhancing societal well-being and driving economic growth. However, this burgeoning field is vulnerable to security threats, pa…
SIM-assisted Secure Mobile Communications via Enhanced Proximal Policy Optimization Algorithm
Wenxuan Ma, Bin Lin, Hongyang Pan +4
With the development of sixth-generation (6G) wireless communication networks, the security challenges are becoming increasingly prominent, especially for mobile users (MUs). As a…
Dual-supervised Asymmetric Co-training for Semi-supervised Medical Domain Generalization
Jincai Song, Haipeng Chen, Jun Qin +1
Semi-supervised domain generalization (SSDG) in medical image segmentation offers a promising solution for generalizing to unseen domains during testing, addressing domain shift ch…