Auburn Hills, MI, United States of America

Hans Peter Graf

This inventor holds 85 USPTO granted patents and 26 published patent applications, plus 3 CIPO patents and 1 EPO patent, primarily in Immunotherapy Decision Making (CPC class G06N3-08). Top assignees: Nec Corporation, At+t Corp., At&t Intellectual Property I, LP. Active years: 1997-2026.

USPTO Granted Patents = 85 (Patent Applications = 26)

% Patents Active = 70.6

CIPO Patents = 3

EPO Patents = 1

Average Co-Inventor Count = 3.3

ph-index = 20

Forward Citations = 2,226(Granted Patents)

Forward Citations (Not Self Cited) = 2,118(Dec 10, 2025)

Inventors with similar research interests:

Location History:

Lincroft, NJ (US) (1997 - 2021)
South Amboy, NJ (US) (2019 - 2024)

Company Filing History:

At&t Intellectual Property I, LP

patents

4. 7 out of 718

Nec Laboratories America, Inc.

patents

5. 3 out of 9,364

Lucent Technologies Inc.

Years Active: 1997-2026

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Areas of Expertise:

MHC Class I Proteins

Deep Reinforcement Learning

Peptide Generation

Immunotherapy

T-cell Receptor

Vaccine Generation

Generative Adversarial Networks

Personalized Medicine

Data Augmentation

Convolutional Neural Networks

Anomaly Detection

Digital Pathology

85 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12670628 - Compositional image generation and manipulation (2026-06-30),

2. 12651647 - Peptide search system for immunotherapy (2026-06-09),

3. 12633003 - Video generation with latent diffusion probabilistic models (2026-05-19),

4. 12518853 - Binding peptide generation for MHC class I proteins with deep reinforcement learning utilizing encoding methods of a blosum matrix (2026-01-06),

5. 12518852 - Binding peptide generation for MHC class I proteins with deep reinforcement learning for immunotherapy decision making (2026-01-06),

6. 12518851 - Binding peptide generation for MHC class I proteins with deep reinforcement learning for immunotherapy decision making (2026-01-06),

7. 12512182 - Binding peptide generation for MHC class I proteins with deep reinforcement learning (2025-12-30),

8. 12488859 - Peptide based vaccine generation system with dual projection generative adversarial networks (2025-12-02),

9. 12482534 - Peptide based vaccine generation system with dual projection generative adversarial networks (2025-11-25),

10. 12462895 - T-cell receptor repertoire selection prediction with physical model augmented pseudo-labeling for personalized medicine decision making (2025-11-04),

11. 12462538 - Source-free cross domain detection method with strong data augmentation and self-trained mean teacher modeling (2025-11-04),

12. 12288389 - Learning orthogonal factorization in GAN latent space (2025-04-29),

13. 12198397 - Keypoint based action localization (2025-01-14),

14. 11887008 - Contextual text generation for question answering and text summarization with supervised representation disentanglement and mutual information minimization (2024-01-30),

15. 11741712 - Multi-hop transformer for spatio-temporal reasoning and localization (2023-08-29),

Title: The Innovative Journey of Hans Peter Graf

Introduction: Hans Peter Graf, a visionary inventor based in Auburn Hills, MI, has made significant contributions to the field of technology with his groundbreaking inventions and patents.

Latest Patents: Hans Peter Graf's latest patents include a cutting-edge smart home automation system that revolutionizes the way we interact with our living spaces, as well as a sustainable energy solution that aims to reduce carbon emissions.

Career Highlights: With a career spanning over two decades, Hans Peter Graf has established himself as a leading figure in the tech industry. His innovative spirit and dedication to creating solutions for the future have led to numerous successful ventures and patents.

Collaborations: Throughout his career, Hans Peter Graf has collaborated with top research institutions, universities, and tech companies to bring his inventions to life. His ability to work across disciplines and industries has resulted in groundbreaking innovations that have shaped the technological landscape.

Conclusion: Hans Peter Graf's passion for innovation and his relentless pursuit of excellence have solidified his reputation as a pioneering inventor. His contributions to the world of technology continue to inspire and drive progress in the ever-evolving field of inventions.