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Aurelie C. Lozano
Principal Researcher, IBM Research
Joined
February 2017
Names
Aurelie C. Lozano
(Preferred)
,
Aurelie Lozano
Emails
****@us.ibm.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Principal Researcher
IBM Research
(us.ibm.com)
2007
–
Present
PhD student
Princeton University
(princeton.edu)
2001
–
2007
Advisors, Relations & Conflicts
PhD Advisor
Sanjeev Kulkarni
Present
Expertise
sparse learning
Present
causality
Present
high-dimensional estimation
Present
deep learning
Present
proximal methods
Present
stochastic gradient methods
Present
large language models
Present
protein representation learning
Present
bandits and reinforcement learning
Present
Publications
Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
Pavithra Harsha
,
Chitra K Subramanian
,
Naoki Abe
,
Shivaram Subramanian
,
Amadou Ba
,
Kevin Arturo Fernandez Roman
,
Mauricio Longinos Garrido
,
Miao Liu
,
Aurelie C. Lozano
,
Chandrasekhar Narayanaswami
NeurIPS 2025 Workshop MLxOR
Readers:
Everyone
Aligning Protein Conformation Ensemble Generation with Physical Feedback
Jiarui Lu
,
Xiaoyin Chen
,
Stephen Zhewen Lu
,
Aurelie Lozano
,
Vijil Chenthamarakshan
,
Payel Das
,
Jian Tang
ICML 2025 poster
Readers:
Everyone
MEMREASONER: A MEMORY-AUGMENTED LANGUAGE MODEL ARCHITECTURE FOR MULTI-HOP REASONING
Payel Das
,
Ching-Yun Ko
,
Sihui Dai
,
Georgios Kollias
,
Subhajit Chaudhury
,
Aurelie Lozano
Submitted to ICLR 2025
Readers:
Everyone
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
Ching-Yun Ko
,
Sihui Dai
,
Payel Das
,
Georgios Kollias
,
Subhajit Chaudhury
,
Aurelie Lozano
Sys2-Reasoning Poster
Readers:
Everyone
Multi-Scale Representation Learning for Protein Fitness Prediction
Zuobai Zhang
,
Pascal Notin
,
Yining Huang
,
Aurelie Lozano
,
Vijil Chenthamarakshan
,
Debora Susan Marks
,
Payel Das
,
Jian Tang
NeurIPS 2024 poster
Readers:
Everyone
Structure-Informed Protein Language Model
Zuobai Zhang
,
Jiarui Lu
,
Vijil Chenthamarakshan
,
Aurelie Lozano
,
Payel Das
,
Jian Tang
GEM Poster
Readers:
Everyone
Larimar: Large Language Models with Episodic Memory Control
Payel Das
,
Subhajit Chaudhury
,
Elliot Nelson
,
Igor Melnyk
,
Sarathkrishna Swaminathan
,
Sihui Dai
,
Aurelie Lozano
,
Georgios Kollias
,
Vijil Chenthamarakshan
,
Jiri Navratil
,
Soham Dan
,
Pin-Yu Chen
ICML 2024 Poster
Readers:
Everyone
AlphaFold Distillation for Protein Design
Igor Melnyk
,
Aurelie Lozano
,
Payel Das
,
Vijil Chenthamarakshan
Submitted to ICLR 2024
Readers:
Everyone
Illuminating Protein Function Prediction through Inter-Protein Similarity Modeling
Zuobai Zhang
,
Jiarui Lu
,
Vijil Chenthamarakshan
,
Aurelie Lozano
,
Payel Das
,
Jian Tang
Submitted to ICLR 2024
Readers:
Everyone
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
Zuobai Zhang
,
Minghao Xu
,
Aurelie Lozano
,
Vijil Chenthamarakshan
,
Payel Das
,
Jian Tang
NeurIPS 2023 spotlight
Readers:
Everyone
View all 52 publications
Co-Authors
Aleksandr Y. Aravkin
Aleksandra Mojsilovic
Alexandru Niculescu-Mizil
Amadou Ba
Andrew R. Conn
Arian Rokkum Jamasb
C. Reddy
Caitlin Kuhlman
Chandrasekhar Narayanaswami
Ching-Yun Ko
Chitra K Subramanian
Cho-Jui Hsieh
Claudia Perlich
Debora Susan Marks
Elliot Nelson
Eunho Yang
Georgios Kollias
Gianluigi Pillonetto
Grzegorz Swirszcz
Guillermo A. Cecchi
Hongfei Li
Huan Zhang
Huijing Jiang
Igor Melnyk
Irina Rish
View all 77 co-authors