vix.ing · top · new · best · stats · spec

Xianglong Liu

  1. Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks
    2019/08/14 by Ruihao Gong, Gong, Ruihao, Xianglong Liu +13 · 16 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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
    2025/11/23 by Jian Yang, Xianglong Liu, Yang, Jian +143 · 7 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
  3. Frequency Domain Model Augmentation for Adversarial Attack
    2022/07/12 by Yuyang Long, Long, Yuyang, Qilong Zhang +11 · 14 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
    2023/04/18 by Xiuying Wei, Wei, Xiuying, Yuncheng Zhang +11 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  5. Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
    2022/09/27 by Xiuying Wei, Yuncheng Zhang, Wei, Xiuying +13 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  6. BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
    2024/02/06 by Wei Huang, Huang, Wei, Yangdong Liu +13 · 19 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  7. Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
    2024/06/06 by Zonghao Ying, Aishan Liu, Ying, Zonghao +11 · 23 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Forensic and Genetic Research
  8. TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
    2023/11/27 by Yushi Huang, Huang, Yushi, Ruihao Gong +7 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  9. Orthogonal Weight Normalization: Solution to Optimization over Multiple Dependent Stiefel Manifolds in Deep Neural Networks
    2017/09/16 by Lei Huang, Huang, Lei, Xianglong Liu +9 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  10. Stratified Rule-Aware Network for Abstract Visual Reasoning
    2020/02/17 by Sheng Hu, Yuqing Ma, Hu, Sheng +7 · 7 citations
    Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization
  11. SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
    2024/10/24 by Zonghao Ying, Aishan Liu, Ying, Zonghao +11 · 17 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  12. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval
    2019/04/04 by Cheng Deng, Zhaojia Chen, Deng, Cheng +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Video Analysis and Summarization
  13. Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
    2025/02/16 by Zonghao Ying, Ying, Zonghao, Deyue Zhang +17 · 22 citations
    Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Deception detection and forensic psychology #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  14. Exploring the Relationship between Architecture and Adversarially Robust Generalization
    2022/09/28 by Aishan Liu, Shiyu Tang, Liu, Aishan +10 · 8 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
  15. Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack
    2022/03/10 by Liu Ye, Yaya Cheng, Liu, Ye +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Patch-wise Attack for Fooling Deep Neural Network
    2020/07/14 by Lianli Gao, Gao, Lianli, Qilong Zhang +7 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Training Robust Deep Neural Networks via Adversarial Noise Propagation
    2019/09/19 by Aishan Liu, Liu, Aishan, Xianglong Liu +9 · 5 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
  18. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    2024/02/19 by Hong Chen, Chen, Hong, Chengtao Lv +19 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Digital Rights Management and Security #Text and Document Classification Technologies
  19. Dynamic Parallel Tree Search for Efficient LLM Reasoning
    2025/02/22 by Yifu Ding, Ding, Yifu, Wentao Jiang +21 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  20. Delving Deep into the Generalization of Vision Transformers under Distribution Shifts
    2021/06/14 by Chongzhi Zhang, Zhang, Chongzhi, Mingyuan Zhang +15 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Retinal Imaging and Analysis
  21. Towards Robust Physical-world Backdoor Attacks on Lane Detection
    2024/05/09 by Xinwei Zhang, Aishan Liu, Zhang, Xinwei +7 · 6 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
    2023/05/22 by Simin Li, Jun Guo, Li, Simin +13 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  23. Harnessing Perceptual Adversarial Patches for Crowd Counting
    2021/09/16 by Shunchang Liu, Liu, Shunchang, Jiakai Wang +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  24. A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
    2024/09/25 by Ruihao Gong, Gong, Ruihao, Yifu Ding +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech Recognition and Synthesis #Topic Modeling
  25. Revisiting Open World Object Detection
    2022/01/03 by Xiaowei Zhao, Zhao, Xiaowei, Xianglong Liu +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  26. BiPointNet: Binary Neural Network for Point Clouds
    2020/10/12 by Haotong Qin, Qin, Haotong, Zhongang Cai +13 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
    2025/03/19 by Zonghao Ying, Ying, Zonghao, Yongxin Huang +14 · 9 citations
    Decision Sciences · #Scientific Computing and Data Management
  28. Diverse Sample Generation: Pushing the Limit of Generative Data-free Quantization
    2021/09/01 by Haotong Qin, Yifu Ding, Qin, Haotong +9 · 2 citations
    Computer Science · #Advanced Neural Network 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
  29. Compromising Embodied Agents with Contextual Backdoor Attacks
    2024/08/06 by Aishan Liu, Yuguang Zhou, Liu, Aishan +21 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Reinforcement Learning in Robotics
  30. Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark
    2021/08/16 by Boying Wang, Libo Zhang, Wang, Boying +7 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence in Healthcare and Education
  31. Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module
    2020/04/18 by Yanlu Wei, Renshuai Tao, Wei, Yanlu +9 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  32. Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection
    2021/08/23 by Renshuai Tao, Yanlu Wei, Tao, Renshuai +15 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  33. QVD: Post-training Quantization for Video Diffusion Models
    2024/07/16 by Shilong Tian, Hong Chen, Tian, Shilong +15 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
  34. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
    2019/04/18 by Xianglong Liu, Lei Huang, Liu, Xianglong +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  35. PDA: Progressive Data Augmentation for General Robustness of Deep Neural Networks
    2019/09/11 by Hang Yu, Aishan Liu, Yu, Hang +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  36. Black-Box Adversarial Attack on Vision Language Models for Autonomous Driving
    2025/01/23 by Lu Wang, Tianyuan Zhang, Wang, Lu +13 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  37. BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
    2024/04/08 by Xingyu Zheng, Xianglong Liu, Zheng, Xingyu +16 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Technology and Control Systems
  38. Defensive Patches for Robust Recognition in the Physical World
    2022/04/13 by Jiakai Wang, Wang, Jiakai, Zixin Yin +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  39. RobustVLA: On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations
    2025/09/26 by Jianing Guo, Guo, Jianing, Zhenhong Wu +29 · 4 citations
    #cs.CV #cs.AI #cs.RO
  40. Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation
    2024/09/08 by Yanni Xue, Xue, Yanni, Haojie Hao +13 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Temporal Feature Matters: A Framework for Diffusion Model Quantization
    2024/07/28 by Yushi Huang, Ruihao Gong, Huang, Yushi +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  42. 2023 Low-Power Computer Vision Challenge (LPCVC) Summary
    2024/03/11 by Yi Chen, Chen, Leo, Ping Hu +55 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  43. TS-Cabinet: Hierarchical Storage for Cloud-Edge-End Time-series Database
    2023/02/25 by Shuangshuang Cui, Cui, Shuangshuang, Hongzhi Wang +7 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Graph Theory and Algorithms
  44. On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks
    2023/09/05 by Wei Huang, Huang, Wei, Haotong Qin +10 · 1 citation
    Engineering · #Analog and Mixed-Signal Circuit Design #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  45. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    2024/12/01 by Yisong Xiao, Aishan Liu, Xiao, Yisong +15 · 3 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Adversarial Robustness in Machine Learning
  46. IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
    2024/05/02 by Shenghe Zheng, Zheng, Shenghe, Hongzhi Wang +3 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Digital Filter Design and Implementation #Speech and Audio Processing
  47. PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
    2024/12/10 by Zining Wnag, Jinyang Guo, Wnag, Zining +13 · 2 citations
    Engineering · Materials Science · #Reservoir Engineering and Simulation Methods #Advanced Data Processing Techniques #Graphite, nuclear technology, radiation studies
  48. 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)
  49. BiDM: Pushing the Limit of Quantization for Diffusion Models
    2024/12/08 by Xingyu Zheng, Xianglong Liu, Zheng, Xingyu +12 · 1 citation
    Engineering · #Advanced Optical Network Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Context as a Tool: Context Management for Long-Horizon SWE-Agents
    2025/12/26 by Shukai Liu, Liu, Shukai, Jian Yang +11 · 1 citation
    Computer Science · #Advanced Software Engineering Methodologies #Multi-Agent Systems and Negotiation #Context-Aware Activity Recognition Systems
  51. End-to-end Conditional Diffusion for Realistic and Controllable Visual Traffic Scenario Generation
    2026/07/21 by Jingzheng Li, Yufei Ge, Zhijun Chen +8
    #cs.RO #cs.LG
  52. SafeGen: Goal-Conditioned Video Diffusion of Safety-Critical Scenarios for VLM-Based Autonomous Driving
    2026/07/22 by Jiangfan Liu, Zexuan Cui, Tianyuan Zhang +7
    #cs.CV