Location: Track C: Workshop 3 - Drama Theatre (ANU)

Date: 2 December 2025

📅 Full Workshop Schedule (09:00 AM – 12:30 PM)

Time    Session
09:00 – 09:05 AM    Opening Remarks
09:05 – 09:35 AM    Keynote 1: A/Prof. Jean (Jiayu) Wen + Q&A
09:35 – 10:05 AM    Keynote 2: Dr. Benjamin Goudey + Q&A
10:05 – 10:15 AM    ☕ Coffee Break
10:15 – 10:45 AM    Spotlight Talks (5 × 5-minute pitches)
10:45 – 11:30 AM    ☕ Coffee Break & Poster Session
11:30 – 12:25 PM    Panel Discussion & Career Pathways Session
12:25 – 12:30 PM    Closing Remarks

🔦 Spotlight Talks (10:15 AM – 10:45 AM)

Each spotlight is a 5-minute oral pitch, followed by discussion at the poster session.

Time    Title
10:15 – 10:20 AM    Active Flow Matching
10:20 – 10:25 AM    IQ-NET: A Deep Learning Approach for Fast and Accurate Phylogenetic Inference
10:25 – 10:30 AM    Hierarchical Graph Network for Fullerene Energy Prediction
10:30 – 10:35 AM    Evolutionary Exploration with LLM-Generated Influenza Variants
10:35 – 10:40 AM    Hierarchical Sampling vs. Random Selection for Protein Fitness Prediction

🧪 Poster Session (10:45 AM – 11:30 AM)

The following papers will be presented during the poster session:

  • Active Flow Matching
  • IQ-NET: A Deep Learning Approach for Fast and Accurate Phylogenetic Inference
  • Hierarchical Graph Network for Fullerene Energy Prediction
  • Evolutionary Exploration with LLM-Generated Influenza Variants
  • Hierarchical Sampling vs. Random Selection for Protein Fitness Prediction
  • SciAgent OLab: Open Multi-Agent LLMs for Accelerating Biomedical Discovery
  • Hybrid Phylogenetic Model Selection using Deep Learning and High-Performance Computing
  • MAGF: A Statistically-Grounded Attention Mechanism for Multimodal Fusion in Early Alzheimer’s Detection