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Invited Talks

• 2024/02. Bellairs Workshop on Causality. Talked about “Causal Representation Learning in Genomics”.
• 2023/12. Causality, Abstraction, Reasoning, & Extrapolation Seminar. Talked about “Causal Representation Learning via Soft Interventions: Identifiability and Combinatorial Extrapolation”.
• 2023/11. Models, Inference & Algorithms Seminar. Talked about “Causal representation learning of genetic perturbations: identifiability and combinatorial extrapolation”.
• 2023/07. Relation Therapeutics. Talked about “Causal Representation Learning of Genetic Perturbation using Discrepancy-based Auto-encoding Bayes”.
• 2023/04. Cell Circuits and Epigenomics Seminar. Talked about “Causal Learning and Optimal Design of Genetic Perturbation”.
• 2023/01. Causality Seminar. Talked about “Experimental Design in Causal Model”.
• 2022/11. Klarman Cell Observatory Seminar. Talked about “Active Learning for Optimal Intervention Design in Causal Models for Biological Applications”.
• 2022/10. Online Causal Inference Seminar. Talked about “Active learning for optimal inrtervention design in causal model”.

Online Videos

Causal Representation Learning of Genetic Perturbations

Causal Representation Learning via Soft Interventions: Identifiability and Combinatorial Extrapolation

Active Learning for Optimal Interventions in Causal Models