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Liang, Yi

  1. 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 · 48 citations
    Computer Science · #cs.LG
  2. Teach LLMs to Personalize -- An Approach inspired by Writing Education
    2023/08/15 by Cheng Li, Li, Cheng, Mingyang Zhang +11 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  3. You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
    2022/11/21 by Shengkun Tang, Tang, Shengkun, Yaqing Wang +15 · 11 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
  4. AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
    2023/09/29 by Shengkun Tang, Tang, Shengkun, Yaqing Wang +9 · 7 citations
    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
  5. Optimal Function Approximation with Relu Neural Networks
    2019/09/09 by Bo Liu, Yi Liang, Liu, Bo +1 · 2 citations
    Engineering · Computer Science · #Advanced Numerical Analysis Techniques #Neural Networks and Applications #Image and Object Detection Techniques
  6. Diffusion Language Models Know the Answer Before Decoding
    2025/08/27 by Li, Pengxiang, Zhou, Yefan, Muhtar, Dilxat +6 · 22 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Online Drift Detection with Maximum Concept Discrepancy
    2024/07/07 by Wan, Ke, Liang, Yi, Yoon, Susik · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling
    2023/10/18 by Yaqing Wang, Jialin Wu, Wang, Yaqing +19 · 3 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 #Natural Language Processing Techniques #Topic Modeling
  9. Budget-Aware Tool-Use Enables Effective Agent Scaling
    2025/11/21 by T. Liu, Liu, Tengxiao, Zifeng Wang +25 · 6 citations
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
  10. Self-supervised Domain Adaptation in Crowd Counting
    2022/06/07 by Pha Nguyen, Thanh-Dat Truong, Nguyen, Pha +9 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods
  11. Automated Evaluation of Personalized Text Generation using Large Language Models
    2023/10/17 by Yaqing Wang, Jiepu Jiang, Wang, Yaqing +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
  12. Optical force-induced nonlinearity and self-guiding of light in human red blood cell suspensions
    2019/02/23 by Rekha Gautam, Yinxiao Xiang, Gautam, Rekha +27 · 1 citation
    Physics and Astronomy · #Digital Holography and Microscopy #FOS: Physical sciences #Optics (physics.optics) #Orbital Angular Momentum in Optics #Random lasers and scattering media
  13. When CTC Training Meets Acoustic Landmarks
    2018/11/05 by Di He, Xuesong Yang, He, Di +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  14. Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation
    2024/07/22 by Shen, Jiaming, Xu, Ran, Jun, Yennie +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
    2024/10/07 by Xinyu Zhao, Guxue Sun, Zhao, Xinyu +29 · 4 citations
    Computer Science · Decision Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hydrology and Watershed Management Studies #Machine Learning (cs.LG) #Modeling and Simulation Systems #Simulation Techniques and Applications
  16. Integrating Planning into Single-Turn Long-Form Text Generation
    2024/10/08 by Yi Liang, You Wu, Liang, Yi +18 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering Research