Shruti Kunde, Mayank Mishra, Amey Pandit and

Rekha Singhal, Manoj Karunakaran Nambiar, Gautam Shroff, Shashank Gupta

Keywords Abstract Paper

Machine Learning, Labeled Data Threshold, Automated Data Labeling, Supervised Learning

Ziping Xu, Amirhossein Meisami, Ambuj Tewari

Keywords Abstract Paper

Anahita Mohseni-Kabir, Manuela Veloso, Maxim Likhachev

Keywords Abstract Paper

Robot planning, POMDP planning, Limited horizon planning

Zenan Wang, Xuan Yin, Tianbo Li, Liangjie Hong

Keywords Abstract Paper

causal inference, evaluation metric, experiment, dose-response function, a/b test, mediation analysis, business kpi, meta-analysis

Ben Matthews, Isaac Salisbury, Paul Schlosser and

Francine Smith, Penelope Sanderson

Keywords Abstract Paper

head-worn display (hwd), smart glasses, quick service restaurant, fast food, fieldwork, design tensions

Gourab K Patro, Abhijnan Chakraborty, Ashmi Banerjee, Niloy Ganguly

Keywords Abstract Paper

Local Recommendation, Yelp, COVID-19, Safety, Social Distancing, Google Local, Sustainability, Bipartite Matching

Shufan Wang, Jian Li, Shiqiang Wang

Keywords Abstract Paper

Yoshifumi Seki, Takanori Maehara

Keywords Abstract Paper

recommender systems, datasets

Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang and

Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang

Keywords Abstract Paper

neural architecture search, evaluation proxy, acceleration, evolutionary algorithm, image recognition

Yang Zhang, Dong Wang, Qiang Li and

Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong

Keywords Abstract Paper

Machine Learning, Deep Learning, Applications of Supervised Learning, Recommender Systems

Guy Aridor, Duarte Goncalves, Shan Sikdar

Keywords Abstract Paper

Similarity-based Generalization, Recommender Systems, Filter Bubbles

Xiaoru Qu, Zhao Li, Jialin Wang and

Zhipeng Zhang, Pengcheng Zou, Junxiao Jiang, Jiaming Huang, Rong Xiao, Ji Zhang, Jun Gao

Keywords Abstract Paper

e-commerce, review helpfulness prediction, graph neural networks

Junhua Liu, Kristin Wood, Kwan Hui Lim

Keywords Abstract Paper

tour recommendations, trip planning, recommendation systems, sequence modelling

Pigi Kouki, Ilias Fountalis, Nikolaos Vasiloglou and

Xiquan Cui, Edo Liberty, Khalifeh Al Jadda

Keywords Abstract Paper

session-based recommendations, comparison of offline evaluation metrics with labels from human experts, evaluation using human experts, A/B test

Preetam Nandy, Divya Venugopalan, Chun Lo, Shaunak Chatterjee

Keywords Abstract Paper

graph learning

Ye Bi, Liqiang Song, Mengqiu Yao and

Zhenyu Wu, Jianming Wang, Jing Xiao

Keywords Abstract Paper

insurance recommendation, cold start problem, cross-domain recommendation, knowledge graph

Xingshan Zeng, Jing Li, Lu Wang and

Zhiming Mao, Kam-Fai Wong

Keywords Abstract Paper

Dynamic Recommendation, neural architecture, Trending topics, social users

Xiaodu Yang, Xiuwen Yi, Shun Chen and

Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li

Keywords Abstract Paper

urban computing, gas theft detection, time series anomaly detection, utility fraud detection, non-technical losses

Haolan Zhan, Hainan Zhang, Hongshen Chen and

Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan

Keywords Abstract Paper

Lin Zhu, Wei Yu, Kairong Zhou and

Xing Wang, Wenxing Feng, Pengyu Wang, Ning Chen, Pei Lee

Keywords Abstract Paper

order fulfillment cycle time estimation, on-demand food delivery, neural networks

Qiang Zhang, Jinyuan Fang, Zaiqiao Meng and

Shangsong Liang, Emine Yilmaz

Keywords Abstract Paper

generative model, meta learning

Oleg Zendel, Yaroslav Fyodorov, Fiana Raiber and

Natalia Silberstein, Oren Somekh, Ali Tabaja

Keywords Abstract Paper

email-related user actions, email, ad close prediction

Kuan Xu, Chilin Fu, Xiaolu Zhang and

Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao

Keywords Abstract Paper

recommender system, multiple instancelearning, user intent prediction

Jianwen Yin, Chenghao Liu, Weiqing Wang and

Jianling Sun, Steven C. H. Hoi

Keywords Abstract Paper

long-tailed distribution, adversarial training, gradient alignment, sequential user behavior modeling

Timothy Hewitt, Ian Beaver

Keywords Abstract Paper

Sarah Cen, Devavrat Shah

Keywords Abstract Paper

Stephen Roller, Emily Dinan, Naman Goyal and

Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston

Keywords Abstract Paper

Runsheng Yu, Yu Gong, Xu He and

Yu Zhu, Qingwen Liu, Wenwu Ou, Bo An

Keywords Abstract Paper

Chao Deng, Hao Wang, Qing Tan and

Jian Xu, Kun Gai

Keywords Abstract Paper

online advertising, calibration, click-through rate prediction, conversion rate prediction

Ksenia Konyushova, Yutian Chen, Thomas Paine and

Caglar Gulcehre, Cosmin Paduraru, Daniel J Mankowitz, Misha Denil, Nando de Freitas

Keywords Abstract Paper

optimization, reinforcement learning and planning, active learning

Qingru Zhang, David P Wipf, Quan Gan, Le Song

Keywords Abstract Paper

deep learning, graph learning, bandits

Yiren Chen, Yaming Yang, Hong Sun and

Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

Keywords Abstract Paper

neural architecture search, knowledge distillation, ad relevance

Andrew Chung, Subru Krishnan, Konstantinos Karanasos and

Carlo Curino, Gregory R. Ganger

Keywords Abstract Paper

Muhammad Umer Anwaar, Dmytro Rybalko, Martin Kleinsteuber

Keywords Abstract Paper

information retrieval, ranking and preference learning, learning to rank, e-commerce search, implicit feedback, counterfactual risk minimization, dataset, mining data logs

Alena Naiakshina, Anastasia Danilova, Eva Gerlitz, Matthew Smith

Keywords Abstract Paper

security developer study, developer password study, usable security and privacy, student developer

Yu Gong, Ziwen Jiang, Yufei Feng and

Binbin Hu, Kaiqi Zhao, Qingwen Liu, Wenwu Ou

Keywords Abstract Paper

edge computing, recommender system

Johan Bjorck, Qinru Shi, Carrie Brown-Lima and

Jennifer Dean, Angela Fuller, Carla Gomes

Keywords Abstract Paper

Michael Ahmadi, Rebecca Eilert, Anne Weibert and

Volker Wulf, Nicola Marsden

Keywords Abstract Paper

living lab, gender, feminist research, feminist hci, ethnography, participatory action research, methodology

Jixing Xu, Zhenlong Zhu, Jianxin Zhao and

Xuanye Liu, Minghui Shan, Jiecheng Guo

Keywords Abstract Paper

recommendation, network embedding, heterogeneous graph

DaeYoung Yoon, Simon S. Woo

Keywords Abstract Paper

crowdsourcing, inverse reinforcement learning, food delivery, variational inference, novelty detection