Zhibo Xiao, Luwei Yang, Wen Jiang and

Yi Wei, Yi Hu, Hao Wang

Keywords Abstract Paper

click-through rate prediction, multi-interest, recommender system

Yoshifumi Seki, Takanori Maehara

Keywords Abstract Paper

recommender systems, datasets

Anxiang Zeng, Han Yu, Hualin He and

Yabo Ni, Yongliang Li, Jingren Zhou, Chunyan Miao

Keywords Abstract Paper

Qi Pi, Guorui Zhou, Yujing Zhang and

Zhe Wang, Lejian Ren, Ying Fan, Xiaoqiang Zhu, Kun Gai

Keywords Abstract Paper

user interest modeling, click-through rate prediction, long sequential user behavior data

Andrea Micheli, Alessandro Valentini

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

Xiaorui Liu, Yao Li, Jiliang Tang, Ming Yan

Keywords Abstract Paper

Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang and

Xiwang Yang, Xiaobing Liu, Jiliang Tang, Hui Liu

Keywords Abstract Paper

Tiangang Zhu, Yue Wang, Haoran Li and

Youzheng Wu, Xiaodong He, Bowen Zhou

Keywords Abstract Paper

e-commerce scenarios, product retrieval, attribute tasks, multimodal method

Hao Gong, Qifang Zhao, Tianyu Li and

Derek Cho, DuyKhuong Nguyen

Keywords Abstract Paper

multi-task learning, multi-modal model, representation learning, meta-learning

Haiyang Si, Zhiqiang Zhang, Feng Lu

Keywords Abstract Paper

real-time, semantic segmentation, boundary supervision

Liyi Guo, Rui Lu, Haoqi Zhang and

Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai

Keywords Abstract Paper

advertiser satisfaction prediction, display advertisement, e-commerce, advertiser intent identification

Luísa R. A. Santos, Felipe Meneguzzi, Ramon Fraga Pereira, André Grahl Pereira

Keywords Abstract Paper

Ian Mallett, Sylvie Thiebaux, Felipe Trevizan

Keywords Abstract Paper

Yifei Zhao, Yu-Hang Zhou, Mingdong Ou and

Huan Xu, Nan Li

Keywords Abstract Paper

recommendation systems, data mining, online learning

Yeming Wen, Kevin Luk, Maxime Gazeau and

Guodong Zhang, Harris Chan, Jimmy Ba

Keywords Abstract Paper

Haolan Zhan, Hainan Zhang, Hongshen Chen and

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

Keywords Abstract Paper

Xiaotian Hao, Zhaoqing Peng, Yi Ma and

Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, HAN LI, Jian Xu, Kun Gai

Keywords Abstract Paper

Applications - Other

Yongzhen Wang, Jian Wang, Heng Huang and

Hongsong Li, Xiaozhong Liu

Keywords Abstract Paper

product description generation, neural network, sequence-to-sequence, click-through rate, reinforcement learning

Janusz Tracz, Piotr Iwo Wójcik, Kalina Jasinska-Kobus and

Riccardo Belluzzo, Robert Mroczkowski, Ireneusz Gawlik

Keywords Abstract Paper

Hadrien Hendrikx, Lin Xiao, Sebastien Bubeck and

Francis Bach, Laurent Massoulié

Keywords Abstract Paper

Optimization - Large Scale, Parallel and Distributed

Lei Huang, Lei Zhao, Yi Zhou and

Fan Zhu, Li Liu, Ling Shao

Keywords Abstract Paper

batch normalization, whitening, stochasticity analysis, conditioning, optimization, generalization, stochastic noise, deep learning, gans, classification

Yong Li, Zihao Zhao, Zhiwei Fang and

Kui Ma, Yafei Yao, Changping Peng, Yongjun Bao, Weipeng Yan

Keywords Abstract Paper

Targeted Advertising, Tag-wise Targeting, Smart Targeting

Liucheng Sun, Chenwei Weng, Chengfu Huo and

Weijun Ren, Guochuan Zhang, Xin Li

Keywords Abstract Paper

Ekdeep S Lubana, Robert Dick, Hidenori Tanaka

Keywords Abstract Paper

deep learning

Mingming Guo, Nian Yan, Xiquan Cui and

San He Wu, Unaiza Ahsan, Rebecca West, Khalifeh Al Jadda

Keywords Abstract Paper

Hang Lai, Jian Shen, Weinan Zhang and

Yimin Huang, Xing Zhang, Ruiming Tang, Yong Yu, Zhenguo Li

Keywords Abstract Paper

optimization, reinforcement learning and planning

Chen Wu, Ruqing Zhang, Jiafeng Guo and

Yixing Fan, Yanyan Lan, Xueqi Cheng

Keywords Abstract Paper

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

Keywords Abstract Paper

downstream tasks, machine learning, explainability techniques, diverse techniques

Jordan Ash, Ryan Adams

Keywords Abstract Paper

Sebastian Stich, Amirkeivan Mohtashami, Martin Jaggi

Keywords Abstract Paper

Fangqiu Yi, Hongyu Wen, Tingting Jiang

Keywords Abstract Paper

action segmentation, transformer, action detection

Jia-Qi Yang, Xiang Li, Shuguang Han and

Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong

Keywords Abstract Paper

Keyu Tian, Chen Lin, Ming Sun and

Luping Zhou, Junjie Yan, Wanli Ouyang

Keywords Abstract Paper

Haoxing Lin, Rufan Bai, Weijia Jia and

Xinyu Yang, Yongjian You

Keywords Abstract Paper

attention mechanism, long-term prediction, neural network, mining spatial-temporal information

Dongbo Xi, Fuzhen Zhuang, Bowen Song and

Yongchun Zhu, Shuai Chen, Dan Hong, Tao Chen, Xi Gu, Qing He

Keywords Abstract Paper

sequence representation, event sequence analysis, neural hierarchical factorization machines, event representation

Gui Citovsky, Giulia DeSalvo, Claudio Gentile and

Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar

Keywords Abstract Paper

active learning

Hong Zhang, Lan Zhang, Lan Xu and

Xiaoyang Ma, Zhengtao Wu, Cong Tang, Wei Xu, Yiguo Yang

Keywords Abstract Paper

guaranteed delivery advertising, advertisement allocation, request-level impression forecasting

Tero Karras, Samuli Laine, Miika Aittala and

Janne Hellsten, Jaakko Lehtinen, Timo Aila

Keywords Abstract Paper

generative modeling, image synthesis, representation learning

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