Invited Talks
Oct., 2025. Gene Regulation Observatory (GRO) Seminar . “A Community Computational Challenge to Predict Perturbational Effects on T Cell State Proportions for Effective Cancer Immunotherapy”.
Sep., 2025. Online Causal Inference Seminar (OCIS) . “Learning Causal Cellular Programs from Large-scale Perturbations”.
Dec., 2024. Broad Annual Retreat . “Learning and Design of Large-scale Perturbations”.
Oct., 2024. Cornell ORIE Young Researchers Workshop . “Design and Learning from Large-scale Interventions”.
Jul., 2024. International Conference on Frontiers of Data Science . “Causal Discovery with Fewer Independence Tests”.
May., 2024. American Causal Inference Conference (ACIC) . “Learning Causal Representations: Identifiability and Extrapolation to Unseen Interventions”.
Apr., 2024. MIT Health Science Technology (HST) Conference . “Optimal Experimental Design for Genetic Perturbation”.
Mar., 2024. Online Causal Inference Seminar (OCIS) . Discussant on “Towards Causal Foundation Models: on Duality between Causal Inference and Attention”.
Feb., 2024. Bellairs Workshop on Causality . “Causal Representation Learning in Genomics”.
Dec., 2023. Causality, Abstraction, Reasoning, & Extrapolation (CARE) Seminar . “Causal Representation Learning via Soft Interventions: Identifiability and Combinatorial Extrapolation”.
Nov., 2023. Models, Inference & Algorithms (MIA) Seminar . “Causal representation learning of genetic perturbations: identifiability and combinatorial extrapolation”.
Jul., 2023. Relation Therapeutics . “Causal Representation Learning of Genetic Perturbation using Discrepancy-based Auto-encoding Bayes”.
Apr., 2023. Cell Circuits and Epigenomics (CC&E) Seminar . “Causal Learning and Optimal Design of Genetic Perturbation”.
Jan., 2023. Causality Seminar . “Experimental Design in Causal Model”.
Nov., 2022. Klarman Cell Observatory (KCO) Seminar . “Active Learning for Optimal Intervention Design in Causal Models for Biological Applications”.
Oct., 2022. Online Causal Inference Seminar (OCIS) . “Active learning for optimal inrtervention design in causal model”.
Online Videos
Sep., 2025. Learning Causal Cellular Programs from Large-scale Perturbations
VIDEO
Dec., 2023. Causal Representation Learning via Soft Interventions: Identifiability and Combinatorial Extrapolation
VIDEO
Nov., 2023. Causal Representation Learning of Genetic Perturbations
VIDEO
Oct., 2022. Active Learning for Optimal Interventions in Causal Models
VIDEO