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Luo, Yong

  1. Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models
    2024/08/28 by Wenbin Wang, Wang, Wenbin, Liang Ding +11 · 49 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  2. Parameter Efficient Multi-task Model Fusion with Partial Linearization
    2023/10/07 by Anke Tang, Li Shen, Tang, Anke +13 · 12 citations
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
  3. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
    2024/02/01 by Anke Tang, Tang, Anke, Li Shen +9 · 13 citations
    Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
  4. FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion
    2024/06/05 by Tang, Anke, Shen, Li, Luo, Yong +5 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion
    2023/12/11 by Anke Tang, Luo, Xianglin, Tang, Anke +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  6. Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
    2024/02/13 by Ziyi Zhang, Zhang, Ziyi, Sen Zhang +9 · 5 citations
    Economics, Econometrics and Finance · #Computer Vision and Pattern Recognition (cs.CV) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm
    2019/07/31 by Lou, Yihang, Duan, Ling-Yu, Luo, Yong +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
    2025/01/16 by Anke Tang, Tang, Anke, Enneng Yang +11 · 7 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
  9. Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning
    2022/05/24 by Hao, Zhiwei, Xu, Guanyu, Luo, Yong +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG
    2025/03/03 by Wang, Wenbin, Jing, Yongcheng, Ding, Liang +5 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models
    2024/01/12 by Shuai Wang, Liang Ding, Wang, Shuai +9 · 3 citations
    Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  12. Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
    2024/10/29 by Li Shen, Shen, Li, Anke Tang +15 · 5 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Target Tracking and Data Fusion in Sensor Networks #Energy Efficient Wireless Sensor Networks
  13. CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing
    2022/05/24 by Hao, Zhiwei, Luo, Yong, Wang, Zhi +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
    2024/01/12 by Wenbin Wang, Liang Ding, Wang, Wenbin +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  15. CLNode: Curriculum Learning for Node Classification
    2022/06/15 by Wei, Xiaowen, Gong, Xiuwen, Zhan, Yibing +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  16. DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
    2023/09/10 by Guanyu Xu, Zhiwei Hao, Xu, Guanyu +9 · 3 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Visual Attention and Saliency Detection
  17. Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion
    2024/06/14 by Anke Tang, Tang, Anke, Li Shen +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods
  18. Transfer Metric Learning: Algorithms, Applications and Outlooks
    2018/10/09 by Yong Luo, Yonggang Wen, Luo, Yong +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
  19. Cost-Sensitive Feature Selection by Optimizing F-Measures
    2019/04/04 by Meng Liu, Chang Xu, Liu, Meng +9 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Text and Document Classification Technologies
  20. Rigidity theorems for minimal Lagrangian surfaces with Legendrian capillary boundary
    2020/07/07 by Yong Luo, Linlin Sun, Luo, Yong +1 · 1 citation
    Mathematics · #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometric and Algebraic Topology #Geometry and complex manifolds
  21. Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
    2025/05/02 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +15 · 5 citations
    Computer Science · #cs.AI #cs.LG
  22. ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
    2024/10/23 by Zhiwei Hao, Hao, Zhiwei, Jianyuan Guo +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Robotics and Sensor-Based Localization
  23. Aligning Few-Step Diffusion Models with Dense Reward Difference Learning
    2024/11/18 by Zhang, Ziyi, Shen, Li, Zhang, Sen +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs
    2023/01/01 by Huaizheng Zhang, Yuanming Li, Zhang, Huaizheng +17 · 1 citation
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Performance (cs.PF) #Stochastic Gradient Optimization Techniques
  25. Lp Liouville type theorems for harmonic functions on gradient Ricci solitons
    2023/11/07 by Yong Luo, Luo, Yong · 1 citation
    Mathematics · #Geometric Analysis and Curvature Flows #Geometry and complex manifolds #Nonlinear Partial Differential Equations
  26. Depression Diagnosis and Analysis via Multimodal Multi-order Factor Fusion
    2022/12/31 by Chengbo Yuan, Qianhui Xu, Yuan, Chengbo +3 · 1 citation
    Computer Science · Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Text and Document Classification Technologies
  27. ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
    2025/02/22 by Liu, Xuxu, Liang, Siyuan, Han, Mengya +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  28. PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning
    2023/08/24 by Han, Mengya, Zheng, Heliang, Wang, Chaoyue +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models
    2024/08/19 by Anke Tang, Li Shen, Tang, Anke +13 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. On biharmonic submanifolds in non-positively curved manifolds
    2013/06/25 by Yong Luo, Luo, Yong · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Differential Geometry Research #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometry and complex manifolds
  31. Leveraging Metamemory Mechanisms for Enhanced Data-Free Code Generation in LLMs
    2025/01/14 by Wang, Shuai, Ding, Liang, Zhan, Yibing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  32. Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning
    2025/05/26 by Ziyi Zhang, Zhang, Ziyi, Li Shen +10 · 2 citations
    Computer Science · #Video Analysis and Summarization