Shrey Goel
About Me
Hi! I’m a rising senior at Duke University studying computer science. I conduct research in the Chatterjee and Coley Labs at the intersection of generative modeling for biomolecular design.
I’m especially interested in building fundamental generative modeling techniques motivated by challenges in scientific discovery, rather than restricting myself to specific formulations. My work has spanned discrete diffusion guidance, theoretical Schrodinger bridge frameworks to generate peptide sequences and model cell-state perturbations, and geometric techniques for macrocycle design. Earlier, I worked on representation learning and bioinformatics.
In the past, I had the wonderful opportunity to intern at Qualcomm AI Research and build Latus Bio’s ML-based AAV design pipeline.
If any of these topics excite you, feel free to reach out via email!
News
- [April 2026] I presented MadSBM at various ICLR 2026 workshops in Rio De Janeiro 🇧🇷
- [Dec. 2025] I presented MemDLM as an Oral at the 2025 NeurIPS AI4Science Workshop in San Diego ☀️
- [Feb. 2025] FusOn-pLM was published in Nature Communications – congrats Sophie!
- [Jan. 2025] Some of my early bioinformatics work was published in EMBO Reports.
Publications
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ICLR 2026 Workshops
Fourteenth International Conference on Learning Representations – DeLTa & ReALM–GEN Workshops -
NeurIPS 2025 (AI4S Oral)
Thirty-Ninth Annual Conference on Neural Information Processing Systems – AI4Science Workshop -
Nature Comms
Nature Communications
Services
Conference Reviewers
International Conference on Learning Representations Workshops (ICLR) 2026 Neural Information Processing Systems Workshops (NeurIPS) 2025
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