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howard chan s homepage home experience publications teaching cv howard chan tsai hor postdoctoral researcher department of biostatistics epidemiology and informatics perelman school of medicine university of pennsylvania 423 guardian drive rm 635 blockley hall philadelphia pa 19104 6021 email tsaihor dot chan at pennmedicine dot upenn dot edu biography i am currently a postdoctoral researcher in the department of biostatistics university of pennsylvania supervised by prof yong chen before 2026 i was a phd student at the university of hong kong supervised by prof lequan yu and prof guosheng yin my research lies at the intersection of artificial intelligence and statistics specifically my research focuses on graph representation learning bayesian deep learning electronic health records ehrs and causal inference i am dedicated to introducing statistical insights to modern deep learning algorithms with a primary focus on bayesian methods during my undergraduate studies in hku i was working as a research assistant supervised by prof yan dora zhang and prof guosheng yin i obtained my b sc degree in actuarial science second major in cs the university of hong kong in 2020 news 01 2026 one paper was accepted by iclr 2026 01 2026 our work demograph was featured by forbes youth 11 2025 one paper was accepted by tmi 10 2025 started my new position as a postdoctoral researcher at the university of pennsylvania 10 2025 obtained my phd degree at the university of hong kong 09 2025 two papers were accepted by neurips 2025 06 2025 one paper was accepted by neural networks 05 2025 one paper was accepted by tpami 05 2025 one paper was accepted by icml 2025 08 2024 one paper was accepted by neural networks 07 2024 one paper was accepted by eccv 2024 01 2024 become an associate of the society of actuaries asa 09 2023 one paper was accepted by neurips 2023 03 2023 one paper was accepted by cvpr 2023 experience the university of pennsylvania oct 2025 postdoctoral researcher topic causal inference real world data analysis advisor prof yong chen the university of pennsylvania jan 2025 may 2025 exchange scholar topic causal inference real world data analysis advisor prof yong chen tcl corporate research hong kong may 2021 may 2023 research intern topic recommendation system graph neural network advisor dr shen jiajun the university of hong kong jun 2020 sep 2021 research assistant topic statistical genetics advisor prof yan dora zhang selected publications google scholar indicates equal contribution indicates corresponding authorship 2026 horseshoe splatting handling structural sparsity for uncertainty aware gaussian splatting radiance field rendering feng wu tsai hor chan yihang chen lingting zhu guosheng yin lequan yu the fourteenth international conference on learning representations iclr 2026 2025 sparsity induced bayesian neural network for robust multiple instance learning on whole slide image analysis yihang chen tsai hor chan jianning chen liang li guosheng yin lequan yu ieee transactions on medical imaging tmi 2025 amplifying prominent representations in multimodal learning via variational dirichlet process tsai hor chan feng wu yihang chen guosheng yin lequan yu conference on neural information processing systems neurips 2025 variational polya tree lu xu tsai hor chan lequan yu kwok fai lam guosheng yin conference on neural information processing systems neurips 2025 democratizing large language model based graph data augmentation via latent knowledge graphs yushi feng tsai hor chan guosheng yin lequan yu neural networks 2025 feature preserving shrinkage on bayesian neural networks via the r2d2 prior tsai hor chan dora yan zhang guosheng yin lequan yu ieee transactions on pattern analysis and machine intelligence tpami 2025 cross modal alignment via variational copula modelling feng wu tsai hor chan fuying wang guosheng yin lequan yu international conference on machine learning icml 2025 2024 multi task heterogeneous graph learning on electronic health records tsai hor chan guosheng yin kyongtae bae lequan yu neural networks 2024 cdp mil robust multiple instance learning via cascaded dirichlet process yihang chen tsai hor chan yuming jiang guosheng yin lequan yu european conference on computer vision eccv 2024 paper code 2023 adaptive uncertainty estimation via high dimensional testing on latent representations tsai hor chan kin wai lau jiajun shen guosheng yin lequan yu conference on neural information processing systems neurips 2023 paper code histopathology whole slide image analysis with heterogeneous graph representation learning tsai hor chan fernando julio cendra lan ma guosheng yin lequan yu ieee cvf conference on computer vision and pattern recognition cvpr 2023 code source aware embedding training on heterogeneous information networks tsai hor chan chi ho wong jiajun shen guosheng yin data intelligence 2023 2022 multiethnic polygenic risk prediction in diverse populations through transfer learning peixin tian tsai hor chan yong fei wang wanling yang guosheng yin yan dora zhang frontiers in genetics 2022 how to organise travel restrictions in the new future lessons from the covid 19 response in hong kong and singapore daoyuan lai yuxi cai tsai hor chan dailin gan amber n hurson yan dora zhang bmj global health 2022 honors awards associate of the society of actuaries asa departmental excellence research award 2023 postgraduate scholarship award 2021 2025 professional activities conference reviews international conference on learning representations iclr 2025 2026 international conference on artificial intelligence and statistics aistats 2025 2026 conference on neural information processing systems neurips 24 neurips 25 international conference on machine learning icml 24 icml 25 conference on computer vision and pattern recognition cvpr 25 cvpr 26 international conference on computer vision iccv 25 the aaai conference on artificial intelligence aaai 25 journal reviews npj digital medicine transactions on machine learning research tmlr neural networks pattern recognition statistics in medicine medical image analysis ieee transactions on pattern analysis and machine intelligence tpami ieee transactions on neural networks and learning systems tnnls ieee transactions on medical imaging tmi ieee transactions on image processing tip ieee transactions on knowledge and data engineering tkde ieee journal of biomedical and health informatics jbhi jmir medical informatics contemporary clinical trial information sciences information fusion neurocomputing frontiers in oral health data intelligence teaching 2024 fall stat4903 actuarial techniques for general insurance 2024 spring stat3951 advanced topics in contingencies 2023 fall stat4903 actuarial techniques for general insurance 2023 spring stat3909 advanced life contingencies 2022 fall stat4903 actuarial techniques for general insurance 2022 spring stat3909 advanced life contingencies 2021 fall stat3956 pension mathematics