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Dong, Xin

  1. Small Language Models are the Future of Agentic AI
    2025/06/02 by Peter Belcak, Greg Heinrich, Belcak, Peter +13 · 47 voices · 109 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI
  2. TiDAR: Think in Diffusion, Talk in Autoregression
    2025/11/12 by Jingyu Liu, Liu, Jingyu, Xin Dong +15 · 8 voices · 5 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Natural Language Processing Techniques #Generative Adversarial Networks and Image Synthesis
  3. Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
    2017/05/22 by Xin Dong, Dong, Xin, Shangyu Chen +3 · 28 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques
  4. ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
    2025/05/30 by Mingjie Liu, Liu, Mingjie, Shizhe Diao +13 · 2 voices · 67 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. Hymba: A Hybrid-head Architecture for Small Language Models
    2024/11/20 by Xin Dong, Xin Luna Dong, Yonggan Fu +25 · 7 voices · 15 citations
    Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
  6. GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning
    2023/03/24 by Zhenyu Xie, Zaiyu Huang, Xie, Zhenyu +13 · 23 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  7. ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
    2025/11/26 by Hongjin Su, Su, Hongjin, Shizhe Diao +29 · 4 voices · 4 citations
    #cs.CL #cs.AI #cs.LG #cs.MA
  8. Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks
    2019/09/28 by Li, Yuhang, Dong, Xin, Wang, Wei · 8 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration
    2021/06/13 by Yuhang Li, Li, Yuhang, Shikuang Deng +7 · 8 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function
  10. Neural Mean Discrepancy for Efficient Out-of-Distribution Detection
    2021/04/23 by Xin Dong, Dong, Xin, Junfeng Guo +9 · 5 citations
    Computer Science · Engineering · Environmental Science · #Advanced Chemical Sensor Technologies #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. PAD: Patch-Agnostic Defense against Adversarial Patch Attacks
    2024/04/25 by Lihua Jing, Rui Wang, Jing, Lihua +7 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  12. Nemotron-CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
    2025/04/17 by Diao, Shizhe, Yang, Yu, Fu, Yonggan +12 · 15 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing
    2020/11/19 by Li, Yuhang, Zhu, Feng, Gong, Ruihao +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation
    2024/05/01 by Xujie Zhang, Zhang, Xujie, Ente Lin +11 · 5 citations
    Engineering · Materials Science · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Textile materials and evaluations
  15. Segment Every Out-of-Distribution Object
    2023/11/27 by Zhao, Wenjie, Li, Jia, Dong, Xin +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?
    2018/06/20 by Zhu, Shilin, Dong, Xin, Su, Hao · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  17. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, :, Aarti Basant +305 · 23 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  18. A deeper look at depth pruning of LLMs
    2024/07/23 by Siddiqui, Shoaib Ahmed, Dong, Xin, Heinrich, Greg +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks
    2021/07/13 by Xin Dong, Dong, Xin, Hongxu Yin +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  20. LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement
    2025/04/22 by Zhifan Ye, Kejing Xia, Ye, Zhifan +16 · 8 citations
    Computer Science · #Music Technology and Sound Studies
  21. SphereFed: Hyperspherical Federated Learning
    2022/07/19 by Xinyong Dong, Dong, Xin, Sai Qian Zhang +5 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
  22. Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
    2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 11 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Pure temporal dispersion for aberration free ultrafast time-stretch applications
    2019/03/14 by Chen, Liao, Dong, Xin, Yang, Ningning +5 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics)
  24. A Main/Subsidiary Network Framework for Simplifying Binary Neural Network
    2018/12/11 by Yinghao Xu, Xin Dong, Xu, Yinghao +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  25. WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on
    2023/12/06 by zhang, xujie, Li, Xiu, Kampffmeyer, Michael +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Design, Modelling and Validation of a Novel Extra Slender Continuum Robot for In-situ Inspection and Repair in Aeroengine
    2019/10/09 by Mingfeng Wang, Wang, Mingfeng, Xin Dong +9 · 1 citation
    Engineering · #Soft Robotics and Applications #Robot Manipulation and Learning #Teleoperation and Haptic Systems
  27. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
    2024/06/14 by Hui Liu, Liu, Hui, Wenya Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  28. TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction
    2024/07/15 by Xingzhi Zhou, Xin Dong, Zhou, Xingzhi +19 · 2 citations
    Medicine · Agricultural and Biological Sciences · #Traditional Chinese Medicine Studies #Botanical Studies and Applications
  29. A Simple Background Augmentation Method for Object Detection with Diffusion Model
    2024/08/01 by Li, Yuhang, Dong, Xin, Chen, Chen +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems
    2022/04/10 by Xin Dong, B. De Salvo, Dong, Xin +11 · 1 citation
    Medicine · Physics and Astronomy · Engineering · #Optical Imaging and Spectroscopy Techniques #Advanced Optical Sensing Technologies #CCD and CMOS Imaging Sensors
  31. Dressing in the Wild by Watching Dance Videos
    2022/03/29 by Xinyong Dong, Dong, Xin, Fuwei Zhao +14 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  32. Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration
    2022/05/06 by Li, Yuhang, Deng, Shikuang, Dong, Xin +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  33. COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework
    2024/12/11 by Dong Xin, Sen Jia, Dong, Xin +6 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Image and Video Quality Assessment
  34. PASTA-GAN++: A Versatile Framework for High-Resolution Unpaired Virtual Try-on
    2022/07/27 by Xie, Zhenyu, Huang, Zaiyu, Zhao, Fuwei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Face Encryption via Frequency-Restricted Identity-Agnostic Attacks
    2023/08/11 by Xin Dong, Rui Wang, Dong, Xin +7 · 1 citation
    Computer Science · #Biometric Identification and Security #Face recognition and analysis
  36. DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder
    2024/12/23 by Ente Lin, Xujie Zhang, Lin, Ente +10 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Human-Technology Interaction
  37. Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization
    2024/03/28 by Yuhang Li, Li, Yuhang, Dong, Xin +10 · 1 citation
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Model Reduction and Neural Networks
  38. VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers
    2024/05/28 by Jun Zheng, Fuwei Zhao, Zheng, Jun +7 · 1 citation
    Computer Science · Psychology · #Generative Adversarial Networks and Image Synthesis #Diversity and Impact of Dance #Music and Audio Processing
  39. INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling
    2025/07/07 by Dong, Xin, Dong, Shichao, Wang, Jin +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. DreamVVT: Mastering Realistic Video Virtual Try-On in the Wild via a Stage-Wise Diffusion Transformer Framework
    2025/08/04 by Zuo, Tongchun, Huang, Zaiyu, Ning, Shuliang +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
    2025/07/14 by Shi, Dachuan, Fu, Yonggan, Yuan, Xiangchi +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. Auto-Regressive Model with Exogenous Input--ARX--based traffic-flow prediction
    2024/01/15 by Ying, Jun, Dong, Xin, Li, Bowei +1 · 1 citation
    #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)