A recently proposed technique distance encoding (DE) (Li et al. 2020) supports DE by proving that DE improves the representation power of GNNs. Jure Leskovec 2020 Poster: AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity » DE is the current SOTA on link prediction and triplet prediction tasks over static graphs. Yanbang Wang1, Yen-Yu Chang2, Yunyu Liu3, Jure Leskovec 1, Pan Li;3 1Department of Computer Science, 2Electrical Engineering, Stanford University 3Department of Computer Science, Purdue University {ywangdr,jure}@cs.stanford.edu,yenyu@stanford.edu {liu3154,panli}@purdue.edu ABSTRACT Temporal networks serve as abstractions of many real-world dynamic systems. Yang Wang is a Materials Science and Engineering PhD student at Stanford. Dr. Wang is affiliated with Stanford Hospital, Washington Hospital and Natividad Medical Center. China Agricultural University, Beijing, China PUBLICATIONS. @article{li2020distance, title={Distance Encoding--Design Provably More Powerful GNNs for Structural Representation Learning}, author={Li, Pan and Wang, Yanbang and Wang, Hongwei and Leskovec, Jure}, journal={arXiv preprint arXiv:2009.00142}, year={2020} } Subrahmanian and Jure Leskovec. degree from Columbia University in 1963 and the PhD from Princeton in 1966. Bo Wang. GitHub  /  Graph neural networks (GNNs) are widely used in the applications based on graph structured data, such as node classification and link prediction. Revisit graph neural networks and distance encoding in a practical view. I am interested in exploring new applications and developing advanced strategies for molecular hybrids. Dr. Wang enjoys running, swimming, and reading in his spare time. His current work at Dauskardt Group involves nanocomposites that contain polymer chains in molecular scale confinement. NeurIPS 2020 Pan Li , Zhen Qin, Xuanhui Wang and Donald Metzler, " Combining Decision Trees and Neural Networks for Learning to Rank in Personal Search ," KDD 2019. in Biological Science. 30.95; Stanford University; Download file PDF Read file. Abstract: Social interaction, such as eye contact, speaking and listening, are ubiquitous in our life and carries important clues of human's social status and psychological state. Congratulations to Dana Kralicek for receiving a 2019 Stanford Graduate Fellowship in Science & Engineering! in Computer Science (doubled Mathematics major) degree Summa Cum … Mail Code: 9025. ywangdr@stanford.edu. IEEE Xplore; IEEE Systems "Game-Theoretic Analysis of Mining Strategy in Bitcoin … We present EmotionCues, a video analytics system for analyzing classroom videos via emotion summary and detailed positioning recording, which integrates multiple vision algorithms with visualizations. [09/2020] Our Distance Encoding for GNN Design paper is accepted to NeurIPS'20. Xi Yu, MS student (10/2018-05/2020). Stanford . Previous studies typically assume that such relational data are informative for prediction, and use them in ways that highly trust their usefulness. Stephen Palumbi, Bo Wang and Yunzhi Peter Yang received a grant from the Stanford Woods Institute for the Environment for identifying factors that affect coral reef’s resistance to bleaching using Yang lab’s newly developed high throughput bioprinting platform. Tim Althoff Assistant Professor, University of Washington Ashton Anderson Assistant Professor, University of Toronto Stephen Bach Assistant Professor, Brown University Austin Benson Assistant Professor, Cornell University Christina Brandt Research Scientist, Google Justin Cheng Research Scientist, Facebook Cristian … Pan Li, Yanbang Wang, Hongwei Wang, Jure Leskovec: Distance Encoding - Design Provably More Powerful Graph Neural Networks for Structural Representation Learning. View Bai Yang Wang’s profile on LinkedIn, the world’s largest professional community. We propose that an effective solution is to enrich more types of relational information and to consider various relational information simultaneously when modeling the text. Stanford University jtian97@stanford.edu Yanbang Wang Department of Computer Science Stanford University ywangdr@stanford.edu 1. Jul. Honors & Awards. [03/2019] Two papers accomplished during internship at MIT CSAIL are presented in oral at International Conference on Learning Analytics and Knowledge (LAK'19), Phoenix, US. Download image. I also have close collaborations with Prof. Jiawei Han(UIUC, 2020.6 - ), Prof. Una-May O’Reily (MIT CSAIL, 2018.6-2019.3), and Prof. Huamin Qu (HKUST, 2016.9- 2018.1) on many research projects. Collective text classification studies the problem of classifying a collection of documents together by exploiting their inter-document relationships such as paper citations or web hyperlinks. As such, he would have received a fairlyconventional education, with a focus on the Four Books of theConfucian tradition: the A… School of Earth, Energy and Environmental Sciences, Freeman Spogli Institute for International Studies, Institute for Computational and Mathematical Engineering (ICME), Institute for Human-Centered Artificial Intelligence (HAI), Institute for Stem Cell Biology and Regenerative Medicine, Stanford Institute for Economic Policy Research (SIEPR), Stanford Woods Institute for the Environment, Office of VP for University Human Resources, Office of Vice President for Business Affairs and Chief Financial Officer. PhD Program Yanbang Wang, Jul 27, 2020 at UIUC DMG. Hongwei Wang. This philosopher’s family name was “Wang,” his personalname was “Shouren,” and his “courtesy name”was “Bo–an.”[1] However, he is normally known today as“Wang Yangming,” based on a nickname he adopted when hewas living in the Yangming Grotto of Kuaiji Mountain. Yang Wang Ph.D. Student in Materials Science and Engineering, admitted Autumn 2016. [11/2020] Join Program Commitee IJCAI'21. Text-rich Graphs. Dr. Srinivasan graduated from the University of California Davis School of Medicine in 2003. Yanbang Wang, Yen-Yu Chang, Yunyu Liu, Pan Li, Jure Leskovec In this paper we propose Causal Anonymous Walks (CAWs) to inductively represetn a temporal network. Stephen Palumbi, Bo Wang and Yunzhi Peter Yang received a grant from the Stanford Woods Institute for the Environment for identifying factors that affect coral reef’s resistance to bleaching using Yang lab’s newly developed high throughput bioprinting platform. Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong SAR, China , Nancy Law. State-of-the-art Approaches for Handwriting-based Recognition on Gender and Handedness Using Deep Learning by Jiangshan Li, Tiancheng Cai, Yanbang Wang: report poster Stock Price Volatility Prediction with Long Short-sTerm Memory Neural Networks by Jason Christopher Sullivan: report poster We will investigate the development of coral polyps. Stanford News highlights our paper in PLOS Computational Biology, which develops a new method to predict unprecedent extreme events in ecological fluctuations. I extensively work with rich-labeled relational structures, graphs, networks that model real-world complex interconnected systems in both static and dynamic nature. CAWs are extracted by temporal random walks and work as automatic retrieval of temporal network motifs to represent network dynamics, while avoiding the time-consuming selection and counting of those motifs. Yanbang Wang Masters Student in Computer Science, admitted Autumn 2019 Bio STANFORD ADVISORS • Jeffrey Ullman, Master's Program Advisor. Dana Kralicek receives Stanford Graduate Fellowship! Our work explores this possibility by exploiting latent but rich textual links among documents that can be explicitly formulated by just analyzing the text. We also run extensive experiments to compare eight different configurations of GNNs paired with DE to predict node labels over eight real-world graphs. Bai Yang Wang's 13 research works with 153 citations and 1,706 reads, including: Strain-induced room-temperature ferroelectricity in SrTiO3 membranes Centre for Information Technology in Education, The University of Hong Kong, Hong Kong SAR, China , Erik Hemberg . Mitochondria move and undergo fission and fusion in all eukaryotic cells. Subrahmanian vs@dartmouth.edu Dartmouth College Jure Leskovec jure@cs.stanford.edu Stanford University ABSTRACT Social interactions, such as eye contact, speaking and listening, are ubiquitous in our life … CoRR abs/2009.00142 ( 2020 ) Experiments show improved model transferability and suggest that the methods are capable of automatically learning feature representations that expresses common predictive characteristics of MOOCs. [01/2021] Two first-authored papers on dynamic network modeling accepted respectively to ICLR'21 and WebConf'21. Dr. Imran is a postdoctoral scholar in the Wang group and is also co-mentored by Prof. Bhavik Patel. Abdullah-Al-Zubaer Imran, PhD . CAWs adopt a novel anonymization strategy that replaces node identities with the hitting counts of the nodes based on a set of sampled walks to keep the method inductive, and simultaneously establish the correlation between motifs. 2005 - 2007 M.S. They provide hints for inferring the possible inaccuracy and the corresponding reasons. Bai Yang has 4 jobs listed on their profile. He works in FREMONT, CA and 2 other locations and specializes in Internal Medicine. We focus on node classification scenarios and categorize the node labels into two types, community type and structure type, and then analyze different mechanisms that GNNs adopt to predict these two types of labels. Elaine continues her research in Wang Group as a postdoctoral scholar. It consists of two alternative transfer methods based on representation learning with auto-encoders: a passive approach using transductive PCA and an active approach that uses a correlation alignment loss term. CAWs are the current SOTA on both transductive and inductive link prediction tasks in temporal networks. Thermal Barrier … Follow. 2020. We're looking forward to interacting with MIT students keen to learn more about machine learning and … However, GNNs are often used as a black-box tool and rarely get in-depth investigated regarding whether they fit certain applications that may have various properties. Before that, I received my B.S. ck9898@stanford.edu. Yang Wang is a Materials Science and Engineering PhD student at Stanford. Lihat profil lengkap di LinkedIn dan terokai kenalan dan pekerjaan wang di syarikat yang serupa. Four empirical mini-studies suggest that DATs contain rich information about students' learning behaviors and facilitate MOOC learning analyses. Jiaxuan You (Stanford University) 2nd CS PhD student in Stanford. We also reach three pieces of conclusions on how to use GNNs and DE properly in tasks of node classification. Chen, HW, Wang, SM, Cao, SQ, et al. At Stanford, Dr. Wang works on advanced CT detector designs and imaging algorithms. hfgwang@stanford.edu EDUCATION. Assistant Professor Departments of Bioengineering, and (by courtesy) of Developmental Biology . We are a discovery-driven research group working at the interface between developmental biology, bioengineering, and statistical physics. Latest COVID-19 updates. Collaborated work with Carl Yang, Pan Li and Prof. Jiawei Han. Yanbang Wang (王彦邦) I am a second-year master student of computer science ("Distinction in Research" track) at Stanford University. Haoteng YIN (Purdue University)*; Yanbang Wang (Stanford University); Pan Li (Stanford University - Purdue University). Dr. Wang graduated from the University of California San Diego School of Medicine in 1984. Contact Info. Stanford University ... Dongwei Zhao, Hao Wang, Jianwei Huang, and Xiaojun Lin, IEEE Journal on Selected Areas in Communications, 2020. The site facilitates research and collaboration in academic endeavors. 2020) magically enhances GNN’s power in many applications. View Yanbang Wang’s profile on LinkedIn, the world's largest professional community. Video Paper Mechanical product growth design based product genetic engineering . Yanbang Wang. Our collaboration with Steve Palumbi and Peter Yang is funded by the Stanford Woods Institute for the Environment. My research focuses on machine learning and data mining algorithms for understanding large-scale graph-structured data. Tao WANG, Dr of Stanford University, CA (SU) | Read 60 publications | Contact Tao WANG Nancy Ewen Wang's Curriculum Vitae Download PDF. Administrative associate: Jasmine Desiderio jdes@stanford.edu (Don't click) Former Members. of the International Symposium on Distributed Autonomous Robotics Systems (DARS), London, UK, 2016. 608 – 611 . 2007 - 2013 Ph.D, Biochemistry, Molecular, Cellular and Developmental Biology. The site facilitates research and collaboration in academic endeavors. I also work on theoretical foundations that characterize and enhance the structural expressiveness of graph neural algorithms. Yanbang Wang Department of Computer Science Stanford University ywangdr@cs.stanford.edu Hongwei Wang Department of Computer Science Stanford University hongweiw@cs.stanford.edu Jure Leskovec Department of Computer Science Stanford University jure@cs.stanford.edu Abstract Learning representations of sets of nodes in a graph is crucial for applications rang- ing from node-role … INTRODUCTION What determines political promotion of civil servants in an-cient China’s feudal system? Hong Kong University of Science and Technology. Stanford Warren Ascherman Professor of Engineering , Emeritus Computer Science Bio BIO Jeff Ullman is the Stanford W. Ascherman Professor of Engineering (Emeritus) in the Department of Computer Science at Stanford and CEO of Gradiance Corp. Yang has 3 jobs listed on their profile. Read more about Congratulations to Dr. Elaine Ng! Pendidikan wang disenaraikan pada profil mereka. Yanbang Wang is on Facebook. Mitochondria move and undergo fission and fusion in all eukaryotic cells. We propose a novel framework, termed Temporal Network-diffusion Convolutional Networks (TEDIC), for generic representation learning on dynamic social interaction networks. We propose Causal Anonymous Walks (CAWs) for inductive representation learning in temporal networks. Hanjay Wang is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Office: Durand Building, Rm. Zhiwei DING PhD, MIT，NUS Verified email at mit.edu. Beyond network science, I broadly work on data science and general AI research. B.S. She works in FREMONT, CA and 2 other locations and specializes in Endocrinology, Diabetes & Metabolism and Internal Medicine. Dr. Srinivasan is affiliated with Stanford Hospital and Washington Hospital. A detailed access trajectory (DAT) consists of binary values and is two dimensional with one axis that is a time series, and the other that is a chronologically ordered list of a MOOC component type's instances, videos in instructional order, for example. July 2020: Congratulations to Dr. Alexander Martin Stahl for successfully defending his PhD thesis ! Jun. Yanbang "Abel" Wang, Hong Kong Universityof Science and Technology, Hong Kong HK Gili Rusak, Standford University, Stanford CA USA Joseph Ortiz, University of Oxford, Oxford England UK Tom Schmiedlechner, University of Applied Sciences Upper Austra, Hagenburg Austria Mucong "John" Ding, Hong Kong University of Science and Technology, Hong Kong HK Yuanzhe Chen, Hong Kong University … She has a strong interest and dedication … Yanbang Wang is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Why this topic? I am a second-year master student of computer science ("Distinction in Research" track) at Stanford University. It also leverages temporal convolution networks with hierarchical set-pooling operation to flexibly extract patterns from different-length interactions scattered over a long time span. in Computer Science (doubled Mathematics major) degree Summa Cum Laude (1%) from the Hong Kong University of Science and Technology. As a graduate from Department of Polymer at Shanghai Jiao Tong University, Yang is always interested in polymer-related research. Yanbang Wang, Pan Li, Chongyang Bai, V.S. Autumn 2016, social Science History Assoication Annual Meeting regular graphs where traditional GNNs always fail Woods for! Node sets embedded in almost all regular graphs where traditional GNNs always fail his PhD thesis (!. First-Authored papers on dynamic network modeling accepted respectively to ICLR'21 and WebConf'21 University, Science... 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