Yaming Yang

1. Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering
   2022/10/19 by Yaming Yang, Ziyu Guan, Yang, Yaming +11 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
2. Deeper Insights into Weight Sharing in Neural Architecture Search
   2020/01/06 by Yuge Zhang, Zejun Lin, Zhang, Yuge +13 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
   2022/11/10 by Jiazhan Feng, Feng, Jiazhan, Qing‐Feng Sun +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
4. LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression
   2020/04/08 by Yihuan Mao, Mao, Yihuan, Yujing Wang +15 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
   2024/10/12 by Yaming Yang, Dilxat Muhtar, Yang, Yaming +21 · 6 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
6. Direct Preference Optimization for LLM-Enhanced Recommendation Systems
   2024/10/08 by Chao Sun, Sun, Chao, Yaobo Liang +9 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
7. Evolving Attention with Residual Convolutions
   2021/02/20 by Yujing Wang, Wang, Yujing, Yaming Yang +15 · 2 citations
   Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
8. You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning
   2024/08/01 by Tianmeng Yang, Yang, Tianmeng, Jiahao Meng +11 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Text and Document Classification Technologies
9. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks
   2021/12/22 by Weigang Lu, Lu, Weigang, Yibing Zhan +15 · 1 citation
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. TopoGR: Revealing and Preserving Latent Structure of Semantic ID in Generative Recommendation
    2026/07/28 by Ziyu Zheng, Zhengshun Du, Yaming Yang +5
    #cs.IR #cs.AI