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Wang, Wenxiao

  1. Can AI-Generated Text be Reliably Detected?
    2023/03/17 by Vinu Sankar Sadasivan, Sadasivan, Vinu Sankar, Aounon Kumar +7 · 5 voices · 36 citations
    #cs.CL #cs.AI #cs.LG
  2. Masked Autoencoders for Point Cloud Self-supervised Learning
    2022/03/13 by Pang, Yatian, Wang, Wenxiao, Tay, Francis E. H. +3 · 42 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. On Feature Decorrelation in Self-Supervised Learning
    2021/05/02 by Tianyu Hua, Wenxiao Wang, Hua, Tianyu +9 · 15 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #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) #Machine Learning and Data Classification
  4. The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
    2019/11/17 by Yuheng Zhang, Ruoxi Jia, Zhang, Yuheng +9 · 10 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  5. CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
    2022/12/16 by Lin, Yuqi, Chen, Minghao, Wang, Wenxiao +5 · 12 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
    2024/06/04 by Zhang Xiao-feng, Zhang, Xiaofeng, Chen‐Yang Shen +16 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  7. Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
    2023/09/29 by Mehrdad Saberi, Saberi, Mehrdad, Vinu Sankar Sadasivan +11 · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    2024/09/03 by Wei Chen, Chen, Wei, Zhen Huang +21 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  9. Model Compression and Efficient Inference for Large Language Models: A Survey
    2024/02/15 by Wenxiao Wang, Wang, Wenxiao, Wei Chen +15 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  10. CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention
    2021/07/31 by Wang, Wenxiao, Yao, Lu, Chen, Long +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Instance-adaptive Zero-shot Chain-of-Thought Prompting
    2024/09/30 by Xiaosong Yuan, Yuan, Xiaosong, Chen‐Yang Shen +15 · 10 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks
  12. PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer
    2023/05/11 by Honghui Yang, Wenxiao Wang, Yang, Honghui +13 · 5 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  13. MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection
    2023/08/18 by Junkai Xu, Xu, Junkai, Liang Peng +12 · 5 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  14. FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
    2024/11/05 by Zhang, Zhanwei, Sun, Shizhao, Wang, Wenxiao +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  15. Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving
    2023/12/19 by Xu, Junkai, Peng, Liang, Cheng, Haoran +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing
    2021/03/02 by Wenxiao Wang, Wang, Wenxiao, Tianhao Wang +11 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
  17. Learning Occupancy for Monocular 3D Object Detection
    2023/05/25 by Liang Peng, Junkai Xu, Peng, Liang +14 · 3 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
  18. SciPIP: An LLM-based Scientific Paper Idea Proposer
    2024/10/30 by Wenxiao Wang, L. M. Gu, Wang, Wenxiao +15 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management #Semantic Web and Ontologies
  19. Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
    2020/10/10 by Wenxiao Wang, Minghao Chen, Wang, Wenxiao +15 · 3 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 #Human Pose and Action Recognition
  20. Lethal Dose Conjecture on Data Poisoning
    2022/08/05 by Wang, Wenxiao, Levine, Alexander, Feizi, Soheil · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
    2023/03/20 by Shoumik Saha, Saha, Shoumik, Wenxiao Wang +6 · 2 citations
    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)
  22. Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases
    2022/12/05 by Mazda Moayeri, Wenxiao Wang, Moayeri, Mazda +5 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  23. CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention
    2023/03/13 by Wang, Wenxiao, Chen, Wei, Qiu, Qibo +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
    2024/10/24 by Lin, Zhengkai, Fu, Zhihang, Liu, Kai +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning
    2019/06/25 by Wenxiao Wang, Cong Fu, Wang, Wenxiao +7 · 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 #Human Pose and Action Recognition #Machine Learning (cs.LG)
  26. Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
    2022/08/07 by Honghui Yang, Zili Liu, Yang, Honghui +10 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  27. Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach
    2025/03/17 by Fan, Sinan, Xie, Liang, Shen, Chen +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
    2024/11/04 by Yuxin Xiao, Chaoqun Wan, Xiao, Yuxin +13 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Security and Verification in Computing
  29. Temporal Robustness against Data Poisoning
    2023/02/07 by Wang, Wenxiao, Feizi, Soheil · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  30. Chain-of-Defensive-Thought: Structured Reasoning Elicits Robustness in Large Language Models against Reference Corruption
    2025/04/29 by Wenxiao Wang, Wang, Wenxiao, Parsa Hosseini +3 · 3 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  31. Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts
    2024/07/20 by Yanting Yang, Minghao Chen, Yang, Yanting +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  32. Controlling Thinking Speed in Reasoning Models
    2025/07/04 by Zhengkai Lin, Lin, Zhengkai, Zhihang Fu +15 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
  33. DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors
    2025/05/29 by Cheng, Yize, Wenxiao Wang, Mazda Moayeri +4 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Testing and Debugging Techniques #Topic Modeling
  34. GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
    2025/06/12 by Kaiyuan Liu, Zhang, Zhanwei, Liu, Kaiyuan +12 · 2 citations
    Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization