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Yaqing Wang

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1358 citations
    #cs.CL #cs.AI
  2. Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
    2023/10/08 by Lu Yin, Yin, Lu, You Wu +24 · 1 voice · 23 citations
    Computer Science · #cs.LG
  3. Generalizing from a Few Examples
    2020/06/12 by Yaqing Wang, Quanming Yao, James T. Kwok +1 · 41 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and ELM
  4. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/10/31 by Yaqing Wang, Sahaj Agarwal, Wang, Yaqing +11 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  5. You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
    2022/11/21 by Shengkun Tang, Yaqing Wang, Tang, Shengkun +15 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  6. Teach LLMs to Personalize -- An Approach inspired by Writing Education
    2023/08/15 by Cheng Li, Mingyang Zhang, Li, Cheng +11 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  7. Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts
    2023/12/01 by Jialin Wu, Wu, Jialin, Hu Xia +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems
  8. FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
    2024/07/28 by Feijie Wu, X. Wang, Wu, Feijie +9 · 10 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Privacy-Preserving Technologies in Data
  9. Hierarchical Pretraining on Multimodal Electronic Health Records
    2023/10/11 by Xiaochen Wang, Junyu Luo, Wang, Xiaochen +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  10. Property-Aware Relation Networks for Few-Shot Molecular Property Prediction
    2021/07/16 by Yaqing Wang, Wang, Yaqing, Abulikemu Abuduweili +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies
  11. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/05/24 by Yaqing Wang, Wang, Yaqing, Agarwal, Sahaj +10 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  12. CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning
    2024/02/24 by Junyu Luo, Luo, Junyu, Xiaochen Wang +9 · 3 citations
    Computer Science · #Algorithms and Data Compression #Music and Audio Processing #Advanced Data Compression Techniques
  13. Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning
    2023/11/25 by Yaqing Wang, Wang, Yaqing, Zaifei Yang +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Automated Evaluation of Personalized Text Generation using Large Language Models
    2023/10/17 by Yaqing Wang, Wang, Yaqing, Jiepu Jiang +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  15. Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data
    2020/06/15 by Yaqing Wang, Yifan Xu, Wang, Yaqing +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
  16. Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
    2025/02/24 by Longchao Da, Da, Longchao, Xiaoou Liu +7 · 3 citations
    Computer Science · Social Sciences · #68Q32 #68T37 #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #Law, AI, and Intellectual Property #Symbolic Computation (cs.SC)
  17. Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering
    2023/07/12 by Yan Wen, Chen Gao, Wen, Yan +9 · 1 citation
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Music and Audio Processing
  18. Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions
    2024/07/14 by Yaqing Wang, Wang, Yaqing, Hongming Piao +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  19. AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
    2023/09/29 by Shengkun Tang, Yaqing Wang, Tang, Shengkun +9 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  20. 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
  21. Mechanistic Attention Guidance for Agent Memory Refinement
    2026/07/20 by Yechao Hong, Haiquan Qiu, Yaqing Wang +1
    #cs.AI