Publications

55 results for Aurelie Lozano

Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- - Pavithra Harsha
  - Chitra Subramanian
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Aligning Protein Conformation Ensemble Generation with Physical Feedback
- - Jiarui Lu
  - Xiaoyin Chen
  - et al.
- 2025
- ICML 2025
Conference paper
AlphaFold distillation for inverse protein design
- - Igor Melnyk
  - Aurélie Lozano
  - et al.
- 2025
- Scientific Reports
Paper
Multi-Scale Representation Learning for Protein Fitness Prediction
- - Zuobai Zhang
  - Pascal Notin
  - et al.
- 2024
- NeurIPS 2024
Conference paper
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- - Amit Dhurandhar
  - Tejaswini Pedapati
  - et al.
- 2024
- ACL 2024
Paper
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Conference paper
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- - Dongxia Wu
  - Ide-San Ide
  - et al.
- 2024
- AISTATS 2024
Conference paper
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
- - Zuobai Zhang
  - Minghao Xu
  - et al.
- 2023
- NeurIPS 2023
Conference paper
AlphaFold Distillation for Protein Design
- - Igor Melnyk
  - Aurelie Lozano
  - et al.
- 2023
- NeurIPS 2023
Workshop paper