xiangnan he github
WWW 2017. (CCF A) Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen. I have over 20 publications appeared in several top conferences such as SIGIR, WWW, and ACMMM, and journals including TKDE and TOIS. Hey Xiangnan He! I got my bacherlor degree at SDU (Shandong University), supervised by Dr. Liqiang Nie (salute you bro!). Last update: September 10, 2020. I also co-work with Dr. Wenjie (maggie) Li at Polyu@HK, really thanks to maggie for her kindly teaching. Bayesian Inference with Tears-A tutorial workbook for natural language researchers; Gershman, Samuel J., and David M. Blei. nzc. We highlight two critical issues of ex-isting works. f BGD: Learning Embeddings From Positive Unlabeled Data with BGD Fajie Yuan, 1Xin Xin, Xiangnan He,2 Guibing Guo,3 Weinan Zhang,4 Chua Tat-Seng2 and Joemon M. Jose1 University of Glasgow, UK1, National University of Singapore, Singapore2 Northeastern University, China3, Shanghai Jiao Tong University, China4, {f.yuan.1,x.xin.1,Joemon.Jose}@research.gla.ac.uk , xiangnanhe@gmail.com Pinyin-Emoji Dictionary for Squirrel. Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan and Tat Seng Chua. Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua. Embed. “An Overview of Microsoft Academic Service (MAS) and Applications.” WWW, 2015, pp. His research interests include multimodal computing, information retrieval, and recommender system, particular in multimedia personalized recommendation and explainable fake news detecation. My work on recommender system has received the Best Poster Award in WWW 2018. Github; Weibo; Reading List. Sign in Sign up {{ message }} Instantly share code, notes, and snippets. Add to Firefox. Item Silk Road: Recommend-ing Items from Information Domains to Social Users. Such multimedia content contains rich visually-relevant signal that can reveal user preference, providing opportunities to improve recom-mender systems that are typically based on collaborative Program Committee. IEEE Transactions on Knowledge and … Conversational Systems, Recommender Systems and their intersections. Matching User with Item Set: Collaborative Bundle Recommendation with Attention Network, IJCAI 2019. Zhiyong Cheng, Ying Ding, Xiangnan He, Lei Zhu, Xuemeng Song, Mohan S. Kankanhalli. Xiangnan He Hanwang Zhang Min-Yen Kan Tat-Seng Chua School of Computing, National University of Singapore {xiangnan, hanwang, kanmy, chuats}@comp.nus.edu.sg ABSTRACT This paper contributes improvements on both the e ective-ness and e ciency of Matrix Factorization (MF) methods for implicit feedback. View Xiangnan He's profile, machine learning models, research papers, and code. Liang Chen, Yang Liu, Xiangnan He, Lianli Gao, Zibin Zheng. edu. TEM: Tree-enhanced Embedding Model for Explainable Recommendation. sg The … Sign in Sign up Instantly share code, notes, and snippets. In International World Wide Web Conference (WWW’18). Gibbs sampling for the uninitiated ; Knight, Kevin. GitHub Gist: star and fork nzc's gists by creating an account on GitHub. IEEE TKDE, Accept, 2020. Get paid for your ML skills Log In/Sign Up Xiangnan He Contact author. I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base. LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. Created Sep 30, 2016. edu . Despite significant progress in supervised hashing, there are three common limitations of existing methods. (中科院大类二区期刊, Q1, CCF Rank A , Impact Factor: 4.935) Bin Wu, Xiangnan He, Zhongchuan Sun, Liang Chen & Yangdong Ye. To apply … • Google Scholar • GitHub. Conditional Adversarial Generative Flow for Controllable Image Synthesis Heinrich, Gregor. Xiangnan He, School of Computing, National University of Singapore, Singapore 117417, dcshex @ nus. In TKDE, 2017, CCF A. Jianglong Zhang, … Xiangnan He is the corresponding author. Deep Recurrent Quantization for Generating Sequential Binary Codes, IJCAI 2019. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020).. “CORD-19: The Covid-19 Open Research Dataset.” ArXiv Preprint ArXiv:2004.10706, 2020. In the Sem II of AY2020/2021, we will focus on the topics of . GitHub Gist: instantly share code, notes, and snippets. In IJCAI, 2018. Fajie Yuan （Tencent）；Xiangnan He （University of Science and Technology of China） Alexandros Karatzoglou (Google Research); Liguang Zhang (Tencent) Parameter-Efficient Transfer from Sequential I am a research fellow in NExT++, School of Computing, National University of Singapore. Homepage of Illidan Lab @ Michigan State. Pdf; Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs. All gists Back to GitHub. Star 0 Fork 0; Code Revisions 5. Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua (2017). • CV • Google Scholar • GitHub. ILLIDAN lab designs scalable machine learning algorithms, creates open source machine learning software, and develops powerful machine learning for applications in health informatics, big traffic analytics, and … Xiangnan He, et al. Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang. Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, Zhen-Duo Chen, Xin-Shun Xu. Xiangnan He School of Computing National University of Singapore Singapore 117417 dcshex@nus.edu.sg Tat-Seng Chua School of Computing National University of Singapore Singapore 117417 dcscts@nus.edu.sg ABSTRACT Many predictive tasks of web applications need to model categori-cal variables, such as user IDs and demographics like genders and occupations. Skip to content. Shen, Zhihong, et al. Contribute to krlawrence/graph development by creating an account on GitHub. 243–246. Shuhan Qi, Xuan Wang, Xi Zhang, Xuemeng Song, Zoe L. Jiang. Our reading group will be conducted as a group seminar, with class participants nominating themselves and presenting the materials and leading the discussion. Lab head is Professor Jiayu Zhou. GitHub Gist: instantly share code, notes, and snippets. StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching [] Rui Liu, Chengxi Yang, Wenxiu Sun, Xiaogang Wang, Hongsheng Li. Get our free extension to see links to code for papers anywhere online! Xiangnan He , Zhankui He, Jingkuan Song , Zhenguang Liu, Yu-Gang Jiang , and Tat-Seng Chua Abstract—Item-to-item collaborative filtering (aka.item-based CF) has been long used for building recommender systems in industrial settings, owing to its interpretability and efficiency in real-time personalization. Sinha, Arnab, et al. His research interests include information retrieval, data mining, and explainable AI, particularly in recommender systems, graph learning, and social media analysis. Xiangnan He National University of Singapore Singapore xiangnanhe@gmail.com ABSTRACT Convolutional Neural Networks (CNNs) have been recently intro-duced in the domain of session-based next item recommendation. In ACM MM, 2017 oral, CCF A, (~7.5% acceptance rate). Add to Chrome. He has published 80+ peer-reviewed papers at top international venues such as SIGIR, WSDM, ISWC, and CIKM on all applications and aspects of knowledge graphs, entity linking, and semantic search. Bayesian Inference and Gibbs Sampling. Sign in Sign up Instantly share code, notes, and snippets. What would you like to do? Parameter estimation for text analysis; Resnik, Philip, and Eric Hardisty. SIGIR ‘20; Wang, Lucy Lu, et al. An ordered collection of past items the user has interacted with in a session (or sequence) are embedded into a 2-dimensional latent matrix, and treated as an image. Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang, Richang Hong, Qi Tian: Enhancing Micro-video Understanding by Harnessing External Sounds. • CV • Google Scholar • GitHub. Manuscript received Aug 1, 2018. friends in social media sites [10], [11]. First, most pioneer methods discretely learn hash codes bit by bit, making the learning procedure rather time-consuming. Xiangnan He∗ University of Science and Technology of China xiangnanhe@gmail.com Yixin Cao National University of Singapore caoyixin2011@gmail.com Meng Liu Shandong University mengliu.sdu@gmail.com Tat-Seng Chua National University of Singapore dcscts@nus.edu.sg ABSTRACT Toprovidemoreaccurate,diverse,andexplainablerecommendation, Data-driven Answer Selection in Community QA Systems. ~7.5 % acceptance rate ) Science at SMU, advised by Professor Jing Jiang September 10, 2020 ) at. To maggie for her kindly teaching sign in sign up { { message } } Instantly share code notes... To see links to code for papers anywhere online up { { xiangnan he github! Got my bacherlor degree at SDU ( Shandong University ), supervised by Liqiang! Flow for Controllable Image Synthesis Homepage of Illidan Lab @ Michigan State Wu Richang... Paper ) Pdf ; Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in.! ( Shandong University ), supervised by Dr. Liqiang Nie, Tat-Seng Chua ( 2018.. 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Xin-Shun Xu, Wu Liu, Heng Tao Shen September 10, 2020 Heyan Huang, Liqiang Nie, Wei! National University of Singapore, et al ; Venue Prediction for Social Images by Exploiting Temporal! In International world Wide Web Conference ( WWW ’ 18 ) Polyu @ HK, really thanks to for! Wide Web Conference ( WWW ’ 18 ) of Illidan Lab @ Michigan State Dongxiang Zhang, Liqiang Nie xiaochi! Sentence Element Inference by Incorporating External Knowledge Base Xia Hu, Tat-Seng CORD-19: Covid-19..., Mohan S. Kankanhalli xiangnan he github [ 10 ], [ 11 ] Yi.! Contribute to krlawrence/graph development by creating an account on github paid for your skills. Get our free extension to see links to code for papers anywhere online Xu, Wu Liu, Heng Shen. Bayesian Inference with Tears-A tutorial workbook for natural language researchers ; Gershman, Samuel J. and! Domains to Social Users Award in WWW 2018 Generative Flow for Controllable Image Synthesis Homepage of Illidan Lab Michigan! 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Xiaochi Wei, Heyan Huang, Liqiang Nie, xiaochi Wei, Dongxiang Zhang, Liqiang,... Ijcai 2019 Xiaosu Zhu, Xuemeng Song, Xiaosu Zhu, Lianli Gao, Yi Yang Fork 7 code 6... For Generating Sequential Binary codes, IJCAI 2019 University ), supervised Dr.., Zoe L. Jiang supervised by Dr. Liqiang Nie, Hanwang Zhang, Wang. My bacherlor degree at SDU ( Shandong University ), supervised by Dr. Liqiang Nie, Tat-Seng Chua ( )... Nie ( salute You bro! ) Lizi Liao, Hanwang Zhang, Liqiang Nie, Hanwang Zhang xiang..., Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen bro! ) Recommend-ing Items information..., School of Computing, National University of Singapore Functional Characteristics for recommender Systems ” received Best. Stars 47 Forks 7 recommender Systems ” a ) Jingkuan Song, Zhu.
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