Yin, Nan
- Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
2024/02/01 by Anke Tang, Tang, Anke, Li Shen +9 · 17 citations
Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
- A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
2024/03/07 by Wei Ju, Siyu Yi, Ju, Wei +23 · 13 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- How would Stance Detection Techniques Evolve after the Launch of ChatGPT?
2022/12/30 by Bowen Zhang, Daijun Ding, Zhang, Bowen +5 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations
2023/12/11 by Meng, Tao, Shou, Yuntao, Ai, Wei +2 · 11 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
2023/06/08 by Nan Yin, Li Shen, Yin, Nan +13 · 7 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG)
- SA-GDA: Spectral Augmentation for Graph Domain Adaptation
2024/08/17 by Jinhui Pang, Zixuan Wang, Pang, Jinhui +7 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation
2024/08/01 by Yatao Bian, Guo, Shuhan, Bian, Yatao +4 · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Synthesis and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media
2023/04/06 by Bowen Zhang, Zhang, Bowen, Xianghua Fu +9 · 3 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum
2024/04/27 by Tao Meng, F. Zhang, Meng, Tao +9 · 5 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Educational Technology and Pedagogy #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
- CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
2023/12/11 by Haoxin Wang, Wang, Haoxin, Yipeng Mo +12 · 2 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Anomaly Detection Techniques and Applications
- DER-GCN: Dialogue and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialogue Emotion Recognition
2023/12/17 by Wei Ai, Ai, Wei, Yuntao Shou +5 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems
- Continual Learning From a Stream of APIs
2023/08/31 by Yang, Enneng, Wang, Zhenyi, Shen, Li +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
2024/11/20 by Mengzhu Wang, Wang, Mengzhu, Jiao Li +7 · 2 citations
Computer Science · Medicine · Neuroscience · #62H35 #68T07 #92C55 #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.4.10 #J.3 #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation
2023/12/04 by Yuntao Shou, Wei Ai, Shou, Yuntao +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis
- Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations
2024/06/27 by Yuntao Shou, Shou, Yuntao, Wei Ai +8 · 3 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining
- Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition
2023/12/28 by Yuntao Shou, Tao Meng, Shou, Yuntao +5 · 1 citation
Psychology · Computer Science · Social Sciences · #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining #Advanced Computing and Algorithms
- Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion
2024/04/27 by Yuntao Shou, Shou, Yuntao, Tao Meng +7 · 2 citations
Neuroscience · #Cognitive Science and Education Research
- Continuous Spiking Graph Neural Networks
2024/04/02 by Nan Yin, Mengzhu Wan, Yin, Nan +11 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Beyond Scaleup: Knowledge-aware Parsimony Learning from Deep Networks
2024/06/29 by Quanming Yao, Yao, Quanming, Yongqi Zhang +9 · 1 citation
Social Sciences · #Qualitative Comparative Analysis Research
- A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning
2023/12/10 by Yuntao Shou, Tao Meng, Shou, Yuntao +8 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
- Relieving Universal Label Noise for Unsupervised Visible-Infrared Person Re-Identification by Inferring from Neighbors
2024/12/16 by Xiao Teng, Teng, Xiao, Long Lan +7 · 1 citation
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Gait Recognition and Analysis #IoT and GPS-based Vehicle Safety Systems
- Graph Information Bottleneck for Remote Sensing Segmentation
2023/12/05 by Yuntao Shou, Wei Ai, Shou, Yuntao +4 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Remote-Sensing Image Classification #Visual Attention and Saliency Detection
- A Survey of Stance Detection on Social Media: New Directions and Perspectives
2024/09/24 by Bowen Zhang, Zhang, Bowen, Genan Dai +10 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Text and Document Classification Technologies
- A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
2025/10/29 by Luo, Junyu, Wu, Bohan, Luo, Xiao +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences