Schedule

Fall 2024 Center for Computational Biology Retreat Schedule

Friday Evening, October 25

Time Event
4:00 – 6:00 PM Check-in – Welcoming Center
6:00 - 6:30 PM Poster set up -Performance Hall
6:00 - 7:15 PM Dinner - Dining Hall
7:20- 7:30 PM Welcome & Opening Remarks, Nilah Ioannidis - Performance Hall

7:30 - 8:00 PM:

Poster Pitch Session - Performance Hall

7:30-7:35 PM

Oberon Dixon-Luinenburg (Ioannidis and Streets Labs) Learning the
regulatory grammar of DNA sequence and methylation in accessible chromatin with deep convolutional neural networks

7:35-7:40 PM

Kailey Ferger (Tsutsui Lab) Social organization shapes the evolution of the worker caste across Formicidae

7:40-7:45 PM

Sergio Mares (Ioannidis and Costello Labs) Fine-tuning Protein Language
Models for Enhanced Prediction of MHC I - Epitope Presentation

7:45-7:50 PM

Anna Dmitrieva (Williams Lab) DNA demethylation stabilizes epigenetic inheritance by preventing spontaneous epiallele formation

7:50-7:55 PM

Carlos Albors (Song Lab) Pretraining Models on Whole
Genome Alignments

7:55-8:00 PM

Michal Rozenwald (Streets and Urnov) Epigenome Editing

meets Machine Learning to analyze DNA-Methylation-Based Human Gene Control at a single-molecule resolution

8:00 - 9:00 PM

Poster Session I - Performance Hall

9:00 - 10:30 PM

Social activities - Performance Hall 

Saturday, Oct 26th

Time Event
7:30 – 9:00 AM Breakfast – Dining Hall
9:05 – 9:15 AM Opening Remarks, Elizabeth Purdom – Performance Hall

Session 1:

9:15 – 9:30 AM

Carmelle Catamura (Lareau Lab)Designing de novo splicing using deep learning for allele-specific silencing of disease genes

9:30 – 9:45 AM

Meaghan Marohn (Moorjani Lab) Revisiting the evolution of lactase persistence: insights from South Asian genomes

9:45 – 10:00 AM

Seraphina Shi (Huang Lab) co-presesnting with Aidan McLoughlin Integrative Deep Multi-Learning for Predicting and Biclustering Cancer Drug Responses (impaCluster): Leveraging Cancer Omics and Drug Molecular Data

10:00 – 10:15 AM

Fiona Callahan (Nielsen Lab) Challenges in detecting ecological interactions using sedimentary ancient DNA data

10:15 - 10:45 AM Coffee Break - Performance Hall

Session 2:

10:45 - 11:00 AM

Florica Constantine (Dudoit Lab)Poisson Spatial Models for Multi-Sample Spatial Transcriptomics Data

11:00 – 11:15 AM

Hanlun Jiang (Listgarten Lab) Statistical machine learning for understanding protein-protein interactions from synthetic coevolution

11:15 – 11:30 AM Antoine Koehl (Song Lab) Deep Models of Protein Evolution in Time

11:30 – 12:30 PM

Keynote Speaker - Dr. Anshul Kundaje, Associate Professor, Genetics and Computer Science, Stanford University - Performance Hall

Deciphering regulatory syntax and genetic variation with deep learning models

12:30 – 1:30 PM

Lunch - Dining Hall

1:30 - 3:45 PM

Free time - See link for organized social activities

Session 2 continued:

4:00 – 4:15 PM

Hunter Nisonoff (Listgarten Lab)Unlocking Guidance for Discrete State-Space Diffusion and Flow Models

4:15 – 4:30 PM

Helen Sakharova (Lareau Lab)Identifying codon constraints in yeast by combining large unsupervised learning models and genome-wide screens

4:30 – 4:45 PM

Danielle Stevens (Krasileva Lab)Using the past to predict the future: how receptor-epitope variation can inform plant pathogen outcomes

4:45 - 5:00 PM

Yulin Zhang (Moorjani Lab)  Reconstructing Mutation Patterns over the course of Human Evolution

5:00 – 5:15 PM

Andrew Vaughn (Nielsen Lab)  Ancient selective pressures on metabolic traits contribute to obesity and weight-related diseases in modern populations

5:15 – 5:30 PM

Stacy Li (Sudmant) Characterization of de novo retrotransposition events in the aging germline

5:30 – 6:15 PM

CompBio Student Meeting - Nagle Room

Faculty Happy Hour - TBD
6:30 – 8:00 PM Dinner - Dining Hall
8:00 - 9:00 PM Poster Session and Reception - Performance Hall
9:00 - 10:30 PM Social activities - Performance Hall

Sunday, Oct 27th

Time Event
7:30 – 9:00 AM Breakfast – Dining Hall
9:05 – 9:15 AM Opening Remarks, Elizabeth Purdom – Performance Hall
9:15 – 10:45 AM DEI session - Tracy Pascua Dea, Academic Climate Program Director, Office of Faculty Equity and Welfare, Creating an Inclusive Lab Environment - Performance Hall
10:45 – 11:00 AM Coffee Break - Performance Hall
11:00 – 12:00 PM

Keynote Speaker - Dr. Allon Wagner, Assistant Professor, Center for Computational Biology, EECS & Molecular and Cell Biology, UC Berkeley: Computational inference of metabolic tissue zonation and metabolic crosstalk in inflammatory disease

12:00 - 12:15 PM

Awards and Closing Remarks, Elizabeth Purdom - Dining Hall

12:15 - 1:15 PM

Lunch - Dining Hall

1:30 PM

Charter Bus Departure - Entry Court (bus leaves promptly at 2pm!)