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Xue Lin

  1. Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Robustness Verification
    2021/03/11 by Shiqi Wang, Huan Zhang, Wang, Shiqi +11 · 46 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers
    2020/11/27 by Kaidi Xu, Huan Zhang, Xu, Kaidi +11 · 35 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
  3. ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box\n Optimization
    2019/10/14 by Xiangyi Chen, Sijia Liu, Chen, Xiangyi +11 · 23 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  4. Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
    2020/04/30 by Pu Zhao, Zhao, Pu, Pin‐Yu Chen +7 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Structured Adversarial Attack: Towards General Implementation and Better Interpretability
    2018/08/05 by Kaidi Xu, Xu, Kaidi, Sijia Liu +15 · 22 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack
    2020/09/14 by Takami Sato, Junjie Shen, Sato, Takami +9 · 8 citations
    Agricultural and Biological Sciences · Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic Entomology and Diptera Studies #Forensic Toxicology and Drug Analysis #Machine Learning (cs.LG)
  7. MoE-Pruner: Pruning Mixture-of-Experts Large Language Model using the Hints from Its Router
    2024/10/15 by Yanyue Xie, Zhi Zhang, Xie, Yanyue +14 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  8. MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
    2021/10/26 by Geng Yuan, Yuan, Geng, Xiaolong Ma +29 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
  9. Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
    2021/08/18 by Zheng Zhan, Yifan Gong, Zhan, Zheng +21 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
  10. Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization
    2022/06/02 by Yanyu Li, Li, Yanyu, Pu Zhao +9 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  11. PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
    2019/09/06 by Xiaolong Ma, Fu-Ming Guo, Ma, Xiaolong +13 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
  12. Adversarial T-shirt! Evading Person Detectors in A Physical World
    2019/10/18 by Kaidi Xu, Xu, Kaidi, Gaoyuan Zhang +16 · 1 voice · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
  13. RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
    2020/02/19 by Peiyan Dong, Dong, Peiyan, Siyue Wang +19 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  14. JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits
    2024/06/06 by Minzhou Pan, Pan, Minzhou, Yi Zeng +11 · 5 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Graphics and Visualization Techniques #Digital Media Forensic Detection
  15. Pruning Foundation Models for High Accuracy without Retraining
    2024/10/21 by Pu Zhao, Fei Sun, Zhao, Pu +11 · 9 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Structural Health Monitoring Techniques
  16. Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks
    2019/05/28 by Pu Zhao, Siyue Wang, Zhao, Pu +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent
    2020/02/18 by Pu Zhao, Pin‐Yu Chen, Zhao, Pu +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Rethinking Token Reduction for State Space Models
    2024/10/16 by Zheng Zhan, Zhan, Zheng, Yushu Wu +14 · 7 citations
    Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems #Simulation Techniques and Applications
  19. GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity
    2021/08/25 by Wei Niu, Zhengang Li, Niu, Wei +15 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models
    2024/09/27 by Yize Li, Li, Yize, Yihua Zhang +5 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Neural Networks and Applications #Speech Recognition and Synthesis
  21. Search for Efficient Large Language Models
    2024/09/25 by Pu Zhao, Shen, Xuan, Yifan Gong +16 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  22. An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks
    2018/04/09 by Pu Zhao, Sijia Liu, Zhao, Pu +5 · 3 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #Advanced Neural Network Applications
  23. E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
    2018/12/12 by Zhe Li, Caiwen Ding, Li, Zhe +19 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
  24. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
    2019/03/23 by Shaokai Ye, Ye, Shaokai, Xiaoyu Feng +26 · 1 citation
    Computer Science · #Advanced Neural Network Applications #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 #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
  25. Defending against Backdoor Attack on Deep Neural Networks
    2020/02/26 by Hao Cheng, Cheng, Hao, Kaidi Xu +9 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Taming Diffusion for Dataset Distillation with High Representativeness
    2025/05/23 by Lin Zhao, Zhao, Lin, Yu‐Shu Wu +12 · 5 citations
    Computer Science · #Neural Networks and Applications #Data Stream Mining Techniques
  27. Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
    2020/09/29 by Pu Zhao, Zhao, Pu, Parikshit Ram +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
  28. Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework
    2020/12/08 by Sung-En Chang, Chang, Sung-En, Yanyu Li +13 · 1 citation
    Computer Science · #68T07 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and ELM
  29. HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression
    2024/04/20 by Lei Lu, Lu, Lei, Yanyue Xie +9 · 2 citations
    Computer Science · Engineering · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Image Processing Techniques and Applications
  30. Selenium nanoparticles: Properties, preparation methods, and therapeutic applications
    2023/04/10 by Xiang Xiao, Huan Deng, Xue Lin +6 · 1 citation
    Agricultural and Biological Sciences · Nursing · #Moringa oleifera research and applications #Selenium in Biological Systems #Trace Elements in Health
  31. Brain Tumor Classification on MRI in Light of Molecular Markers
    2024/09/29 by Jun Liu, Geng Yuan, Liu, Jun +15 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
  32. VOTE: Vision-Language-Action Optimization with Trajectory Ensemble Voting
    2025/07/07 by Juyi Lin, Amir Taherin, Lin, Juyi +25 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  33. Reverse Engineering of Imperceptible Adversarial Image Perturbations
    2022/03/26 by Yifan Gong, Gong, Yifan, Yuguang Yao +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Prompt-based Adaptation in Large-scale Vision Models: A Survey
    2025/10/15 by Xi Xiao, Xiao, Xi, Yunbei Zhang +26 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  35. RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
    2025/08/06 by Jun Liu, Zhenglun Kong, Liu, Jun +26 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications