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splash	/	overlay_filter overlay_image 0.5 /assets/img/main.jpg	Machine Learning, Deep Learning, Data Science, Data Engineering, Statistics..	title Recent Publications (First author) excerpt <br> - [***NeurIPSW 2024 Oral***] Partial Channel Dependence with Channel Masks for Time Series Foundation Models <br> - [***NeurIPSW 2024***] Sequential Order-Robust Mamba for Time Series Forecasting <br> - [***NeurIPS 2024***] ANT: Adaptive Noise Schedule for Time Series Diffusion Models <br> - [***ICLR 2024 Spotlight***] Soft Contrastive Learning for Time Series <br> - [***ICLR 2024, NeurIPSW 2023 Oral***] Learning to Embed Time Series Patches Independently <br> <br> <br>	image_path alt title excerpt url btn_label btn_class /assets/img/prml.jpg placeholder image 2 PRML Summary of Chapter 01~12 categories/prml/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/ML.jpg placeholder image 2 Machine Learning About Various ML Algorithms categories/ml/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/DLF.png placeholder image 2 DL Framework Pytorch, Tensorflow2 categories/dlf/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/TIME.png placeholder image 2 Time Series 1 TS basic categories/ts0/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/TIME.png placeholder image 2 Time Series 2 TS paper reviews categories/ts/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/DIFF.png placeholder image 2 Diffusion Models Diffusion/Score-based models categories/diff/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/MAMBA.png placeholder image 2 MAMBA Selective SSM categories/mamba/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/AUDIO.png placeholder image 2 Audio DL DL with Audio Data categories/audio/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/TAB.png placeholder image 2 Tabular DL DL with Tabular Data categories/tab/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/STUDY.jpg placeholder image 2 Paper Reading Study 2021.05 ~ ing categories/study/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/GIT.png placeholder image 2 Git Git, Github categories/git/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/SQL.png placeholder image 2 SQL sql categories/sql/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/PYTHON.png placeholder image 2 Advanced Python Advanced Python Coding Skills categories/python/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/FP.png placeholder image 2 Fluent Python Fluent Python by O'Reilly categories/fp/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/DOCKER.jpg placeholder image 2 Docker Docker, linux (ubuntu, centos) categories/docker/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/KUBER.jpg placeholder image 2 Kubernetes Kubernetes categories/kuber/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/CS.jpg placeholder image 2 Computer Science Javascript,Linux,HTML,CSS.. categories/cs/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/MLOPS.png placeholder image 2 MLOps Machine Learning Operations categories/mlops/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/JAVA.png placeholder image 2 Java Java categories/java/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/R.png placeholder image 2 R programming R programming categories/r/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/OS.jpg placeholder image 2 Operating Systems OS categories/os/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/CV2.jpg placeholder image 2 Computer Vision About Various CV Algorithms categories/cv/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/NLP.jpg placeholder image 2 NLP Natural Language Processing categories/nlp/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/GAN.jpg placeholder image 2 GAN Generative Adversarial Network categories/gan/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/RL.jpg placeholder image 2 RL Reinforcement Learning categories/rl/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/RS.jpg placeholder image 2 Rec Sys Recommender System categories/rs/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/SSL.png placeholder image 2 Self-SL Self-SL & Contrastive learning categories/cl/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/SSL2.png placeholder image 2 Semi-SL Semi-SL categories/ssl/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/CO.png placeholder image 2 Convex Optimization convex optimization categories/co/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/NE.jpg placeholder image 2 Graph NN CS224W, Deep Walk, LINE, node2vec... /categories/gnn/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/DA.png placeholder image 2 Domain Adaptation Tranfer Learning, Domain Adaptation /categories/da/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/BNN.png placeholder image 2 Bayesian NN & VI Paper reviews & Tensorflow2 categories/bnn/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/META.png placeholder image 2 Meta Learning Paper Reviews & CS330 categories/meta/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/CONT.png placeholder image 2 Continual Learning Paper Reviews categories/cont/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/RELI.png placeholder image 2 Reliable DL Reliable Deep Learning categories/reli/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/INTE.png placeholder image 2 Interpretable DL Interpretable Deep Learning categories/inte/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/MULT.png placeholder image 2 Multimodal DL Multimodal Deep Learning categories/mult/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/HBERT.png placeholder image 2 Hierarchical BERT Hierarchical BERT & ABSA categories/hbert/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/ABSA.png placeholder image 2 ABSA Aspect based Sentiment Analysis categories/absa/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/ST2.jpg placeholder image 2 Bayesian Statistics Gibbs Sampling & VI /categories/st/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/de.jpg placeholder image 2 Data Engineering Basics of Data Engineering /categories/de/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/PPT.png placeholder image 2 Presentation Presentations & Lecture Notes /categories/ppt/ Read More btn--primary image_path alt title excerpt url btn_label btn_class /assets/img/etc.jpg placeholder image 2 Projects Projects & Competition /categories/etc/ Read More btn--primary	image_path alt classes title excerpt url btn_label btn_class /assets/img/SeunghanLee5.jpg placeholder image 2 wide Seunghan Lee (B.S) Yonsei Univ., Business Administration/Applied Statistics <br> (M.S, Ph.D) Yonsei Univ., Statistics and Data Science <br> <br> **Research Topics** <br> - Time Series (TS) Deep Learning <br> - TS Forecasting <br> - TS Representation Learning <br> - TS Diffusion Models, Foundation Models <br> <br>T. 010-8768-8472 <br> E. [email protected] https://seunghan96.github.io/assets/pdf/SeunghanLee_CV.pdf CV btn--primary

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