LabCompass

Shu Hu

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1986Rising activity
Generative Adversarial Networks and Image SynthesisDigital Media Forensic DetectionFace recognition and analysisAdvanced Neural Network ApplicationsAnomaly Detection Techniques and Applications

Publications

152

Citations

1,385

Est. group size

—

Recurring co-author estimate

Active years

41

Publishing since 1986

Research summary
AI-generated

Shu Hu works on detecting AI-generated and manipulated media, especially fake or synthesized faces, images, and voices (often called 'deepfakes'), with particular attention to making detection methods fair across different demographic groups. Related work also touches on image-to-image translation, medical image segmentation, and applying reinforcement learning and large language models to these visual and multimodal tasks.

Deepfake and AI-generated media detectionFairness and bias in machine learningGenerative models (GANs, image synthesis, style transfer)Medical image analysisReinforcement learning for image/video tasks

Publication output has grown substantially over the last decade, rising from essentially none in 2017 to a peak of 41 in 2024, with continued strong activity into 2025.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 18.6/year recently
172018: 1 publication182019: 2 publications192020: 5 publications202021: 8 publications212022: 13 publications222023: 17 publications232024: 41 publications41242025: 21 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×43
  • Lecture notes in computer science×3
  • IEEE Access×2
  • Neural Information Processing Systems×2
  • Proceedings of the AAAI Conference on Artificial Intelligence×2
Similar researchers
By research-topic overlap
  • Yue Han

    Computer Science · Purdue University West Lafayette

  • David I. Inouye

    Computer Science · Purdue University West Lafayette

  • Peizhong Ju

    Computer Science · The Ohio State University

  • Wonwoong Cho

    Computer Science · Purdue University West Lafayette

  • Raymond A. Yeh

    Computer Science · Purdue University West Lafayette

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

Claim or correct this profile