Lawrence Phillips

Joined

November 2024

Names

Lawrence Phillips (Preferred)

Emails

****@sas.upenn.edu (Confirmed)

,

****@novonordisk.com (Confirmed)

Personal Links

Career & Education History

Researcher

AI and Digital Research , Novo Nordisk (novonordisk.com)

2024 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2024 – 2024

Publications

STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Casper Hansen, Julien Fauqueur
- ICLR 2026 Workshop LLM Reasoning
- Readers: Everyone
MechPert: Mechanistic Consensus as an Inductive Bias for Unseen Perturbation Prediction
Marc Boubnovski Martell, Josefa Lia Stoisser, Lawrence Phillips, Aditya Misra, Robert Kitchen, Jesper Ferkinghoff-Borg, Jialin Yu, Philip Torr, Kaspar Märtens
- Gen² 2026 Poster
- Readers: Everyone
CAUSALPERT: GROUNDING LLM HYPOTHESES IN REGULATORY NETWORKS FOR GENE PERTURBATION PREDICTION
Marc Boubnovski Martell, Josefa Lia Stoisser, Lawrence Phillips, Aditya Misra, Robert Kitchen, Jesper Ferkinghoff-Borg, Jialin Yu, Philip Torr, Kaspar Märtens
- MLGenX 2026 Poster
- Readers: Everyone
SynthPert: Enhancing LLM Biological Reasoning via Synthetic Reasoning Traces for Cellular Perturbation Prediction
Lawrence Phillips, Marc Boubnovski Martell, Aditya Misra, Josefa Lia Stoisser, Cesar A. Prada-Medina, Rory Donovan-Maiye, Kaspar Märtens
- MLGenX 2026 Poster
- Readers: Everyone
Understanding The Limits Of Text-Only Molecular Reasoning: A Case Study In Synthetic Chain-Of-Thought Supervision
Deepa Mal Korani, Mohammad Madani, Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Kristine Deibler
- ICLR 2026 Workshop FM4Science Poster
- Readers: Everyone
Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering
Josefa Lia Stoisser, Lawrence Phillips, Aditya Misra, Tom A. Lamb, Philip Torr, Marc Boubnovski Martell, Julien Fauqueur, Kaspar Märtens
- NeurIPS 2025 ER Workshop
- Readers: Everyone
SynthPert: Enhancing Biological Reasoning in LLMs via Synthetic Reasoning Traces for Cellular Perturbation Prediction
Lawrence Phillips, Marc Boubnovski Martell, Aditya Misra, Josefa Lia Stoisser, Rory Donovan-Maiye, Kaspar Märtens
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Casper Hansen, Julien Fauqueur
- Submitted to ICLR 2026
- Readers: Everyone
Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Gianluca Mazzoni, Lea Mørch Harder, Philip Torr, Jesper Ferkinghoff-Borg, Kaspar Märtens, Julien Fauqueur
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning
Josefa Lia Stoisser, Marc Boubnovski Martell, Lawrence Phillips, Gianluca Mazzoni, Lea Mørch Harder, Philip Torr, Jesper Ferkinghoff-Borg, Kaspar Märtens, Julien Fauqueur
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone

View all 14 publications

Co-Authors