Hendrik Hamann

Full Professor, SOMAS, State University of New York at Stony Brook

Principal Researcher, EBNN, Brookhaven National Laboratory

Joined

February 2024

Names

Hendrik Hamann (Preferred)

Emails

****@us.ibm.com (Confirmed)

****@gmail.com (Confirmed)

****@stonybrook.edu (Confirmed)

****@illinois.edu (Confirmed)

****@bnl.gov (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Full Professor

SOMAS, State University of New York at Stony Brook (stonybrook.edu)

2025 – Present

Principal Researcher

EBNN, Brookhaven National Laboratory (bnl.gov)

2025 – Present

Principal Researcher

IBM Research, International Business Machines (ibm.com)

2021 – 2025

Advisors, Relations & Conflicts

Coworker

Han Zhao

2022 – 2025

Coworker

Jingrui He

2020 – 2025

Coworker

Hanghang Tong

2020 – 2025

Coworker

Conrad M Albrecht

2008 – 2025

Coworker

Johannes Schmude

2008 – 2025

Coworker

Kommy Weldemariam

2022 – 2024

Postdoc Advisor

David Nesbitt

1995 – 1998

PhD Advisor

Juergen Troe

1992 – 1995

Expertise

Geospatial Foundation Models

2022 – 2024

Publications

MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik Hamann, Jingrui He
- ICLR 2026 Oral
- Readers: Everyone
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik Hamann, Hanghang Tong, Jingrui He
- ICLR 2026 Poster
- Readers: Everyone
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
Zihao Li, Xiao Lin, Zhining Liu, Jiaru Zou, Ziwei Wu, Lecheng Zheng, Dongqi Fu, Yada Zhu, Hendrik Hamann, Hanghang Tong, Jingrui He
- BERT2S
- Readers: Everyone
Open-source federated learning across multi cloud environment
Leonardo P. Tizzei, Gabrielle Nyirjesy, Levente J Klein, Theodore van Kessel, Maciel Zortea, Marcus Freitag, ILDAR KHABIBRAKHMANOV, Hendrik Hamann, Kamal Das
- TerraBytes 2025 withoutproceedings
- Readers: Everyone
Towards Scalable Foundation Model for Multi-modal and Multi-spectral Geospatial Data
Haozhe Si, Yuxuan Wan, Minh N. Do, Deepak Vasisht, Han Zhao, Hendrik Hamann
- TerraBytes 2025 withoutproceedings
- Readers: Everyone
CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
Zhining Liu, Zihao Li, Ze Yang, Tianxin Wei, Jian Kang, Yada Zhu, Hendrik Hamann, Jingrui He, Hanghang Tong
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
Zhining Liu, Ze Yang, Xiao Lin, Ruizhong Qiu, Tianxin Wei, Yada Zhu, Hendrik Hamann, Jingrui He, Hanghang Tong
- ICML 2025 poster
- Readers: Everyone
A Foundation Model for Weather and Climate
Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, ANKUR KUMAR, Aman Gupta, Christopher E. Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo M. da Silva, Jorge Guevara, Anne Jones, Simon Pfreundschuh, Amy Lin et al. (9 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
Katherine Tieu, Dongqi Fu, Yada Zhu, Hendrik Hamann, Jingrui He
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors

View all 59 co-authors