World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
36
Citations
5446
World Ranking
11274
National Ranking
4655

Overview

Felix Juefei-Xu is affiliated with Facebook in the United States. Their research primarily lies within the domain of Computer Science, with a significant focus on Computer Vision and Pattern Recognition as well as Artificial Intelligence.

Their work encompasses a variety of topics including:

  • Adversarial Robustness in Machine Learning
  • Advanced Neural Network Applications
  • Anomaly Detection Techniques and Applications
  • Generative Adversarial Networks and Image Synthesis
  • Digital Media Forensic Detection
  • Advanced Image Processing Techniques
  • Image Enhancement Techniques

Felix Juefei-Xu has contributed to several recent papers, notable among them are:

  • Countering Malicious DeepFakes: Survey, Battleground, and Horizon (2022), published in International Journal of Computer Vision
  • EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining (2021), published in Proceedings of the AAAI Conference on Artificial Intelligence
  • FakeLocator: Robust Localization of GAN-Based Face Manipulations (2022), published in IEEE Transactions on Information Forensics and Security
  • Fooling LiDAR Perception via Adversarial Trajectory Perturbation (2021), presented at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks (2022), published in ACM Transactions on Software Engineering and Methodology

The scientist has collaborated frequently with co-authors including Qing Guo, Yang Liu, Yihao Huang, Lei Ma, and Geguang Pu. The number of collaborations with these co-authors ranges from 22 to 52 publications.

Felix Juefei-Xu's work has appeared in multiple venues, with recurring publications in:

  • arXiv (Cornell University)
  • IEEE Transactions on Information Forensics and Security
  • IEEE Transactions on Multimedia
  • ACM Transactions on Software Engineering and Methodology
  • International Journal of Computer Vision

Best Publications

  • DeepGauge: multi-granularity testing criteria for deep learning systems

    Lei Ma;Felix Juefei-Xu;Fuyuan Zhang;Jiyuan Sun

  • DeepHunter: a coverage-guided fuzz testing framework for deep neural networks

    Xiaofei Xie;Lei Ma;Felix Juefei-Xu;Minhui Xue

  • DeepMutation: Mutation Testing of Deep Learning Systems

    Lei Ma;Lei Ma;Fuyuan Zhang;Jiyuan Sun;Minhui Xue

  • Local Binary Convolutional Neural Networks

    Felix Juefei-Xu;Vishnu Naresh Boddeti;Marios Savvides

  • FakeSpotter: A simple yet robust baseline for spotting AI-synthesized fake faces

    Run Wang;Felix Juefei-Xu;Lei Ma;Xiaofei Xie

  • DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms

    Hua Qi;Qing Guo;Felix Juefei-Xu;Xiaofei Xie

  • Investigating age invariant face recognition based on periocular biometrics

    Felix Juefei-Xu;Khoa Luu;Marios Savvides;Tien D. Bui

  • Countering Malicious DeepFakes: Survey, Battleground, and Horizon.

    Felix Juefei-Xu;Run Wang;Yihao Huang;Qing Guo

  • DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems

    Lei Ma;Felix Juefei-Xu;Minhui Xue;Bo Li

  • NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction

    Felix Juefei-Xu;Dipan K. Pal;Marios Savvides

  • Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics

    Felix Juefei-Xu;Chandrasekhar Bhagavatula;Aaron Jaech;Unni Prasad

  • Auto-Exposure Fusion for Single-Image Shadow Removal

    Lan Fu;Changqing Zhou;Qing Guo;Felix Juefei-Xu

  • Driver cell phone usage detection on Strategic Highway Research Program (SHRP2) face view videos

    Keshav Seshadri;Felix Juefei-Xu;Dipan K. Pal;Marios Savvides

  • DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices

    Run Wang;Felix Juefei-Xu;Yihao Huang;Qing Guo

  • The Ninth Visual Object Tracking VOT2021 Challenge Results

    Matej Kristan;Jiri Matas;Ales Leonardis;Michael Felsberg

  • Subspace-Based Discrete Transform Encoded Local Binary Patterns Representations for Robust Periocular Matching on NIST’s Face Recognition Grand Challenge

    Felix Juefei-Xu;Marios Savvides

  • Spartans : Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios

    Felix Juefei-Xu;Khoa Luu;Marios Savvides

  • EfficientDeRain: Learning pixel-wise dilation filtering for high-efficiency single-image deraining

    Qing Guo;Jingyang Sun;Felix Juefei-Xu;Lei Ma

  • FakeLocator: Robust Localization of GAN-Based Face Manipulations

    Yihao Huang;Felix Juefei-Xu;Run Wang;Qing Guo

  • SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking

    Qing Guo;Qing Guo;Xiaofei Xie;Felix Juefei-Xu;Lei Ma

  • DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention

    Felix Juefei-Xu;Eshan Verma;Parag Goel;Anisha Cherodian

  • DeepGauge: Comprehensive and Multi-Granularity Testing Criteria for Gauging the Robustness of Deep Learning Systems.

    Lei Ma;Felix Juefei-Xu;Jiyuan Sun;Chunyang Chen

  • Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects

    Felix Juefei-Xu;Marios Savvides

  • EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining

    Qing Guo;Jingyang Sun;Felix Juefei-Xu;Lei Ma

Frequent Co-Authors

Xiaofei Xie
Xiaofei Xie Nanyang Technological University
Marios Savvides
Marios Savvides Carnegie Mellon University
Jianjun Zhao
Jianjun Zhao Kyushu University
Wei Feng
Wei Feng Tianjin University
Song Wang
Song Wang University of South Carolina
Yew-Soon Ong
Yew-Soon Ong Nanyang Technological University
Weisi Lin
Weisi Lin Nanyang Technological University
Huazhu Fu
Huazhu Fu Agency for Science, Technology and Research
Ching Y. Suen
Ching Y. Suen Concordia University
Tien D. Bui
Tien D. Bui Concordia University

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