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Kong, Linghe

  1. Dual Aggregation Transformer for Image Super-Resolution
    2023/08/07 by Zheng Chen, Chen, Zheng, Yulun Zhang +9 · 19 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Image Fusion Techniques #Image and Signal Denoising Methods
  2. Hierarchical Integration Diffusion Model for Realistic Image Deblurring
    2023/05/22 by Zheng Chen, Yulun Zhang, Chen, Zheng +11 · 12 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Radiomics and Machine Learning in Medical Imaging
  3. Cross Aggregation Transformer for Image Restoration
    2022/11/24 by Zheng Chen, Chen, Zheng, Yulun Zhang +9 · 7 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
  4. SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
    2023/08/29 by Rui Kong, Yuanchun Li, Kong, Rui +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems
  5. Xformer: Hybrid X-Shaped Transformer for Image Denoising
    2023/03/11 by Zhang, Jiale, Zhang, Yulun, Gu, Jinjin +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Accurate Image Restoration with Attention Retractable Transformer
    2022/10/04 by Jiale Zhang, Zhang, Jiale, Yulun Zhang +9 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  7. Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
    2025/05/28 by Wei Lai, Yuting Li, Wei, Lai +13 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Reinforcement Learning in Robotics
  8. ARB-LLM: Alternating Refined Binarizations for Large Language Models
    2024/10/04 by Li, Zhiteng, Yan, Xianglong, Zhang, Tianao +7 · 8 citations
    #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)
  9. LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design
    2024/05/28 by Rui Kong, Kong, Rui, Qiyang Li +16 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques
  10. RUN: Reversible Unfolding Network for Concealed Object Segmentation
    2025/01/30 by Chunming He, He, Chunming, Fengyang Xiao +15 · 10 citations
    Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Deception detection and forensic psychology #Digital Media Forensic Detection #FOS: Computer and information sciences
  11. First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
    2025/05/28 by Wei, Lai, Li, Yuting, Wang, Chen +4 · 10 citations
    #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)
  12. 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
    2024/06/10 by Liu, Kai, Qin, Haotong, Guo, Yong +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  13. QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
    2025/03/09 by Wu, Junyi, Li, Zhiteng, Hui, Zheng +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Toward Reproducing Network Research Results Using Large Language Models
    2023/09/09 by Xiang, Qiao, Lin, Yuling, Fang, Mingjun +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment
    2024/10/03 by Kai Liu, Ziqing Zhang, Liu, Kai +13 · 3 citations
    Medicine · #Digital Radiography and Breast Imaging #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
  16. ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
    2025/05/30 by Yan, Xianglong, Zhiteng Li, Li, Zhiteng +9 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Machine Learning in Healthcare
  17. Improving SAM for Camouflaged Object Detection via Dual Stream Adapters
    2025/03/08 by Liu, Jiaming, Kong, Linghe, Chen, Guihai · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Recursive Generalization Transformer for Image Super-Resolution
    2023/03/11 by Chen, Zheng, Zhang, Yulun, Gu, Jinjin +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial
    2023/09/24 by Haoyi Xiong, Jiang Bian, Xiong, Haoyi +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Recommender Systems and Techniques
  20. AdaSVD: Adaptive Singular Value Decomposition for Large Language Models
    2025/02/03 by Zhiteng Li, Li, Zhiteng, Mingyuan Xia +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
    2024/06/04 by Jianrong Ding, Ding, Jianrong, Zhanyu Liu +7 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  22. DVD-Quant: Data-free Video Diffusion Transformers Quantization
    2025/05/24 by Zhiteng Li, Hanxuan Li, Li, Zhiteng +14 · 4 citations
    Computer Science · #Image and Signal Denoising Methods #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques
  23. Binarized Diffusion Model for Image Super-Resolution
    2024/06/09 by Chen, Zheng, Qin, Haotong, Guo, Yong +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
    2025/02/01 by Liu, Kai, Yang, Kaicheng, Chen, Zheng +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Low-bit Model Quantization for Deep Neural Networks: A Survey
    2025/05/08 by Kai Liu, Liu, Kai, Qian Zheng +21 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Pre-trained Molecular Language Models with Random Functional Group Masking
    2024/11/03 by Tianhao Peng, Yuchen Li, Peng, Tianhao +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Topic Modeling
  27. Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation
    2025/06/11 by Li, Yuting, Wei, Lai, Zheng, Kaipeng +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. K2: On Optimizing Distributed Transactions in a Multi-region Data Store with TrueTime Clocks (Extended Version)
    2025/04/02 by Song, Haoze, Wang, Yongqi, Chen, Xusheng +5 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences