导航分类PROGRAMME & AGENDA
iscbAI 2025 Agenda
May 31st | |
8:25 | Gathering at Prama Sanur Beach Hotel |
8:25-8:45 | Shuttle Bus to Tsinghua Southeast Asia Center |
8:45-9:00 | Sign-in and get badge |
9:00 -9:05 | Opening Remarks - Xuegong Zhang |
9:05-9:35 | Keynotes I-TASSER: Bridging Deep Learning and Physics-Based Simulation for Next-Generation Protein Folding Speaker: Yang Zhang Moderator: Xingming Zhao |
9:35-10:35 | Session 1 Interpretable AI models for biology and medicine Moderator:Rui Jiang/Yong Wang/Zhen Xie |
9:35-9:45 Tsung Fei KHANG When Deep Learning Meets Traditional Taxonomy: Divergent Feature Interpretation in Fly Wing Venation Analysis | |
9:45-9:55 Hong Li Interpretable AI Model to Identify Cellular and Spatial Biomarkers | |
9:55-10:05 Ruibang Luo Optimizing long-term prevention of cardiovascular disease with reinforcement learning | |
10:05-10:15 Soichi Ogishima Leveraging Large-scale Genome Cohorts: AI-Driven Prediction Model for Precision Prevention | |
10:15-10:25 Guoqiang Yu Quantification and analysis of molecular spatiotemporal signals with advanced machine learning techniques | |
10:25-10:35 Hebing Chen DNA Damage and Three-dimensional Genome | |
10:35-10:45 Anders Skanderup AI-driven molecular diagnostics in oncology | |
10:35-11:00 | Break |
11:00-12:00 | Session 2 AI foundation models for DNA, RNA and proteins Moderator: Xiaowo Wang/Zhihua Zhang |
11:00-11:10 Tiannan Guo Grow AI virtual cells with perturbation proteomics | |
11:10-11:20 Jian Lu AI-driven analysis of protein translation efficiency through RNA biology integration | |
11:20-11:30 Qiangfeng Zhang Advancing Structural Biology: Harnessing AI Foundation Models for Precision Molecular Structure Determination | |
11:30-11:40 Stephen Bush ANNEVO: A Mixture-of-Experts Genomic Language Model for Evidence-Free, Evolution-Aware Gene Annotation | |
11:40-11:50 Louxin Zhang HIG-Syn: A Hypergraph and Interaction-Aware Deep Learning Model for Precision Prediction of Synergistic Drug Combinations | |
11:50 - 12:00 Yuanhua Huang Assessing large-scale genomic language models in predicting personal gene expression: promises and limitations | |
12:00-13:00 | Lunch |
13:00-14:00 | Group Discussion: Artificial intelligence vs. human intelligence: Opportunities and concerns Coordinator: Xiujie Wang Discussants: Yixue Li, Shihua Zhang, Lu Xie, Zhang Zhang, Zhiwei Cao |
14:00-14:20 | Group Picture |
14:20-16:20 | Group Activity |
16:20 | Shuffle Bus to Prama Sanur Beach Hotel |
18:00-20:00 | Welcome Dinner at Beach |
June 1st | |
8:30 | Gathering at Prama Sanur Beach Hotel |
8:30-9:00 | Shuttle Bus to Tsinghua Southeast Asia Center |
9:00-9:30 | Keynotes: Towards a cell in silico Speaker: Ge Gao Moderator: Kai Ye |
9:30-10:40 | Session 3 AI for single-cell, spatial omics and multi-omics Moderator:Shihua Zhang(Hairong Lv)/Hongmin Cai/Qi Liu（Xiaofeng Song） |
9:30-9:40 Boxiang Liu Ancestry- and Sex-Biased Alternative Splicing in Immune Cells: Single-Cell Insights from the Asian Immune Diversity Atlas | |
9:40-9:50 Xun Xu Multi-omics Single-cell Technologies for Cell-LLM | |
9:50-10:00 Loza Martin AI-Powered Spatial and Single-Cell Omics Analysis: STAIG and HyGAnno for Enhanced Domain Detection and Cell Type Annotation | |
10:00-10:10 Lin Hou CausalPerturb: AI-Powered Causal Inference for Decoding Single-Cell CRISPR Perturbation Heterogeneity | |
10:10-10:20 Zhiwei Cao Multi-omics-based AI discovery for lung cancer | |
10:20-10:30 Aziz Khan Towards FAIR, diverse and reproducible multi-omics for AI-driven biology | |
10:30-10:40 Jiguang Wang AI-Powered Multi-Omics Integration for Enhanced Cancer Subtyping | |
10:40-11:10 | Break |
11:10-11:50 | Session 4 AI for microbiology, metagenomics & industrial Applications Moderator: Zhang Zhang/Yixue Li |
11:10-11:20 Weihua Chen Best Practices for Developing Microbiome-Based Disease Diagnostic Classifiers through Machine Learning | |
11:20-11:30 Shuhua Xu AI for Human Evolution | |
11:30-11:40 Limsoon WONG SORCERER: Second-Order Relational Contrastive Learning for Robust Knowledge Graph Reasoning | |
11:40-11:50 Joshua Ho AI vs. Cardiologists in Murmur Detection: A Prospective Clinical Benchmark Using Smartphones and Digital Stethoscopes | |
11:50-12:00 Gang Chen From Million Personal Genomes to Personal Omics Intelligence | |
12:00-13:00 | Lunch |
13:00-14:00 | Group Discussion:Are we assessing the performance of AI on computational biology problems properly?Time for some guidelines Coordinator：Limsoon Wong Discussants: Joshuo Ho, Jiangning Song, Tsung Fei Khang, Lin Hou |
14:00-17:30 | Cultural Activity |
17:30 | Shuffle Bus to Prama Sanur Beach Hotel |
June 2nd | |
8:30 | Gathering at Prama Sanur Beach Hotel |
8:30-8:50 | Shuffle Bus to Tsinghua Southeast Asia Center |
9:00-10:00 | Session 5 AI-Enabled Precision Medicine & Biomarker Discovery Moderator：Tingting Li/Weiwei Zhai |
9:00 - 9:10 Jiangning Song Accelerating Biomedical Discovery Through Machine Learning: A Unified Framework for Multi-Dimensional Molecular Data Analysis | |
9:10-9:20 Guoliang Li Title: Identification of pan-cancer differentially methylated regions enables non-invasive diagnosis of seven cancer types. | |
9:20-9:30 Youqiong Ye Cellular Senescence Detection via Single-cell Foundation Model Identifies Spatially-resolved Senescent Programs Driving Tumor Immune Evasion | |
9:30-9:40 Toshiaki Katayama Technological Developments for Integrating Life Science Knowledge Graphs | |
10:00-10:20 | Break |
10:20-11:20 | Panel Discussion：International Academic Exchanges and Collaborations in AI Computational Biology in the New Era Coordinator：Xuegong Zhang Limsoon Wong, Joshua Ho, Aziz Khan, KHANG Tsung Fei, Toshiaki Katayama, Xingming Zhao, Kai Ye |
11:20-11:30 | Closing Remarks - Xiujie Wang Moderator：Xuegong Zhang |
11:30-12:30 | Lunch |
12:30 | Shuttle Bus to Prama Sanur Beach Hotel |
