Jinming Cui, Chaochao Chen, Lingjuan Lyu and

Carl Yang, Wang Li

Keywords Abstract Paper

machine learning, privacy

Adit Krishnan, Mahashweta Das, Mangesh Bendre and

Hao Yang, Hari Sundaram

Keywords Abstract Paper

data sparsity, transfer learning, cross-domain recommendation, contextual invariants, neural layer adaptation

Chao Huang, Huance Xu, Yong Xu and

Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

Keywords Abstract Paper

Shuai Li, Fang Kong, Kejie Tang and

Qizhi Li, Wei Chen

Keywords Abstract Paper

Qingxia Liu, Yue Chen, Gong Cheng and

Evgeny Kharlamov, Junyou Li, Yuzhong Qu

Keywords Abstract Paper

Feng Yu, Yanqiao Zhu, Qiang Liu and

Shu Wu, Liang Wang, Tieniu Tan

Keywords Abstract Paper

session-based recommendation, target attention, graph neural networks

Li Ma, Mingding Liao, Xiaofeng Gao and

Guoze Zhang, Qiang Yan, Guihai Chen

Keywords Abstract Paper

user representation learning, online social networks, forwarding behaviors, siamese networks

Xin Xia, Hongzhi Yin, Junliang Yu and

Qinyong Wang, Lizhen Cui, Xiangliang Zhang

Keywords Abstract Paper

Tao Lin, Praneeth Karimireddy, Sebastian Stich, Martin Jaggi

Keywords Abstract Paper

Deep Learning, Optimization for Deep Networks

Xingshan Zeng, Jing Li, Lu Wang and

Zhiming Mao, Kam-Fai Wong

Keywords Abstract Paper

Dynamic Recommendation, neural architecture, Trending topics, social users

Jack Parker-Holder, Aldo Pacchiano, Krzysztof M Choromanski, Stephen J Roberts

Keywords Abstract Paper

Jessica Su, Krishna Kamath, Aneesh Sharma and

Johan Ugander, Sharad Goel

Keywords Abstract Paper

cases, causal, changes, common, engagement, groups, large_scale, networks, rates, relationships, retention rates, twitter

Jie Gu, Feng Wang, Qinghui Sun and

Zhiquan Ye, Xiaoxiao Xu, Jingmin Chen, Jun Zhang

Keywords Abstract Paper

Jie Zhang, Song Guo, Xiaosong Ma and

Haozhao Wang, Wenchao Xu, Feijie Wu

Keywords Abstract Paper

optimization, federated learning

Mi Luo, Fei Chen, Dapeng Hu and

Yifan Zhang, Jian Liang, Jiashi Feng

Keywords Abstract Paper

optimization, machine learning, federated learning

Yuanfu Lu, Ruobing Xie, Chuan Shi and

Yuan Fang, Wei Wang, Xu Zhang, Leyu Lin

Keywords Abstract Paper

heterogeneous graph, friend-enhanced recommendation, social influence

Shanshan Feng, Lucas Vinh Tran, Gao Cong and

Lisi Chen, Jing Li, Fan Li

Keywords Abstract Paper

metric embedding, hyperbolic space, next-poi recommendation

Liu Yang, Bo Liu, Leyu Lin and

Feng Xia, Kai Chen, Qiang Yang

Keywords Abstract Paper

online learning, cluster-of-bandit, recommendation system

Taehyeong Kim, Injune Hwang, Hyundo Lee and

Hyunseo Kim, Won-Seok Choi, Joseph Lim, Byoung-Tak Zhang

Keywords Abstract Paper

Algorithms, Active Learning

Yukuo Cen, Jianwei Zhang, Xu Zou and

Chang Zhou, Hongxia Yang, Jie Tang

Keywords Abstract Paper

recommender system, multi-interest framework, sequential recommendation

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

Mingxiao An, Sundong Kim

Keywords Abstract Paper

user embedding, web browsing, demographic prediction

Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao

Keywords Abstract Paper

privacy-preserving, neural representations, natural language processing

Gaode Chen, Xinghua Zhang, Yanyan Zhao and

Cong Xue, Ji Xiang

Keywords Abstract Paper

Data Mining, Recommender Systems, Big Data, Large-Scale Systems, Recommender Systems

Deqing Yang, Zengchun Song, Lvxin Xue, Yanghua Xiao

Keywords Abstract Paper

knowledge graph, recommender system, attribute-level, co-attention

Hung-Jen Chen, An-Chieh Cheng, Da-Cheng Juan and

Wei Wei, Min Sun

Keywords Abstract Paper

Tao Lin, Lingjing Kong, Sebastian Stich, Martin Jaggi

Keywords Abstract Paper

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Ruiyuan Wu, Anna Scaglione, Hoi-To Wai and

Nurullah Karakoc, Kari Hreinsson, Wing-Kin Ma

Keywords Abstract Paper

Guyue Hu, Bo Cui, Yuan He, Shan Yu

Keywords Abstract Paper

group activity recognition, relation learning, reinforcement learning, graph neural networks, action recognition

Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya She

Keywords Abstract Paper

Jing Lin, Weike Pan, Zhong Ming

Keywords Abstract Paper

Item Similarity Models, Sequential Recommendation, Gating Networks, Self-Attention

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar

Keywords Abstract Paper

Optimization -> Non-Convex Optimization, Algorithms -> Sparsity and Compressed Sensing

Ashima Suvarna, Grusha Bhalla

Keywords Abstract Paper

sexual survivors, victim blaming, computationally methods, transfer-learning method

Huazheng Wang, Qian Zhao, Qingyun Wu and

Shubham Chopra, Abhinav Khaitan, Hongning Wang

Keywords Abstract Paper

contextual bandits, Differential privacy, collaborative learning

Inseop Chung, SeongUk Park, Kim Jangho, NOJUN KWAK

Keywords Abstract Paper

Applications - Computer Vision

Liam Collins, Hamed Hassani, Aryan Mokhtari, Sanjay Shakkottai

Keywords Abstract Paper

Algorithms, Multitask, Transfer, and Meta Learning

Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou

Keywords Abstract Paper

Algorithms

Yi Tu, Li Niu, Junjie Chen and

Dawei Cheng, Liqing Zhang

Keywords Abstract Paper

weakly supervised learning, multi-instance learning, memory network, image classification, clustering

Cheng Guo, Mengfei Zhang, Jinyun Fang and

Jiaqi Jin, Mao Pan

Keywords Abstract Paper

leaping network, subsequence learning, recommendation, anonymous sessions, session-based recommendation