Tarfah Alrashed, Jumana Almahmoud, Amy Zhang, David Karger

Keywords Abstract Paper

web apis, api description language, web scraping

Chaoyu Guan, Xin Wang, wenwu zhu

Keywords Abstract Paper

Algorithms, AutoML

Lei Guo, Li Tang, Tong Chen and

Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin

Keywords Abstract Paper

Machine Learning, Recommender Systems, Personalization and User Modeling, Information Retrieval

Changsheng Li, Chen Yang, Bo Liu and

Ye Yuan, Guoren Wang

Keywords Abstract Paper

Xiahan Shi, Leonard Salewski, Martin Schiegg, Max Welling

Keywords Abstract Paper

few-shot learning, generalized few-shot learning, side information, graph convolution, classification, machine learning

Saar Cohen, Noa Agmon

Keywords Abstract Paper

Machine Learning, Deep Learning, Kernel Methods, Online Learning, Multi-Robot Systems

Heng-Shiou Sheu, Sheng Li

Keywords Abstract Paper

Session-based News Recommendation, Graph Embedding

Wilson Yan, Ashwin Vangipuram, Pieter Abbeel, Lerrel Pinto

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

Daiyi Peng, Xuanyi Dong, Esteban Real and

Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc V Le

Keywords Abstract Paper

Leonardo Nizzoli, Serena Tardelli, Marco Avvenuti and

Stefano Cresci, Maurizio Tesconi

Keywords Abstract Paper

Qualitative and quantitative studies of social media, Social network analysis, communities identification, expertise and authority discovery, Organizational and group behavior mediated by social media, interpersonal communication mediated by social media

Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis and

Tugba Kulahcioglu, Arquimedes Canedo, Aditi Roy, Shih-Yuan Yu, Malawade Arnav, Mohammad Abdullah Al Faruque

Keywords Abstract Paper

multimodal information retrieval, scientific knowledge graphs, knowledge graphs, scientific knowledge graph exploration, deep learning

April Wang, Zihan Wu, Christopher Brooks, Steve Oney

Keywords Abstract Paper

computational notebooks, collaborative systems, datascience, literate programming

Hiromu Yakura, Yuki Koyama, Masataka Goto

Keywords Abstract Paper

Computer Vision, 2D and 3D Computer Vision, Human-AI Collaboration, Intelligent User Interfaces

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

Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar and

Abenezer Girma, Edward Tunstel

Keywords Abstract Paper

Machine Learning, Online Learning, Classification, Mining Data Streams

Thomas Sutter, Imant Daunhawer, Julia E Vogt

Keywords Abstract Paper

self-supervised, generative learning, ELBO, VAE, Multimodal

Felipe Kenji Nakano, Ricardo Cerri, Vens Celin

Keywords Abstract Paper

Hongjing Zhang, Ian Davidson

Keywords Abstract Paper

Machine Learning, Clustering, Explainable/Interpretable Machine Learning, Constraints and Data Mining; Constraints and Machine Learning

Linjun Zhou, Peng Cui, Xu Jia and

Shiqiang Yang, Qi Tian

Keywords Abstract Paper

few-shot learning, active learning, data selection

Zimin Chen, Vincent J Hellendoorn, Pascal Lamblin and

Petros Maniatis, Pierre-Antoine Manzagol, Daniel Tarlow, Subhodeep Moitra

Keywords Abstract Paper

deep learning, machine learning, transformers, graph learning

Nicolas Heist, Heiko Paulheim

Keywords Abstract Paper

Zihang Meng, Sathya N. Ravi, Vikas Singh

Keywords Abstract Paper

Haiyong Jiang, Feilong Yan, Jianfei Cai and

Jianmin Zheng, Jun Xiao

Keywords Abstract Paper

3d instance segmentation, stable matching, point cloud, label assignment

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Lei Han, Tianwa Chen, Gianluca Demartini and

Marta Indulska, Shazia Sadiq

Keywords Abstract Paper

interaction behavior, search pattern, data curation

Leonardo Lamanna, Alessandro Saetti, Luciano Serafini and

Alfonso Gerevini, Paolo Traverso

Keywords Abstract Paper

Planning and Scheduling, Model-Based Reasoning, Planning Algorithms, Planning and Scheduling, Action, Change and Causality

Laura Manduchi, Kieran Chin-Cheong, Holger Michel and

Sven Wellmann, Julia Vogt

Keywords Abstract Paper

machine learning, robustness, generative model, clustering, representation learning

Jake Zhao Zhao, Mingfeng Ou, linji Xue and

Yunkai Cui, Sai Wu, Gang Chen

Keywords Abstract Paper

Deep Learning, Theory, Statistical Physics of Learning, Optimization, Non-Convex Optimization; Theory

Yuehua Zhu, Muli Yang, Cheng Deng, Wei Liu

Keywords Abstract Paper

Yukuo Cen, Jianwei Zhang, Xu Zou and

Chang Zhou, Hongxia Yang, Jie Tang

Keywords Abstract Paper

recommender system, multi-interest framework, sequential recommendation

Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles

Keywords Abstract Paper

Wenchong He, Zhe Jiang, Chengming Zhang, Arpan Man Sainju

Keywords Abstract Paper

differential geometry, graph neural network, curvature, geometric deep learning

Xuncheng Liu, Xudong Tian, Shaohui Lin and

Yanyun Qu, Lizhuang Ma, Wang Yuan, Zhizhong Zhang, Yuan Xie

Keywords Abstract Paper

Computer Vision, 2D and 3D Computer Vision, Recognition

Avijit Bhattacharjee, Sristy Sumana Nath, Shurui Zhou and

Debasish Chakroborti, Banani Roy, Chanchal K. Roy, Kevin Schneider

Keywords Abstract Paper

OSS, Social coding, Cross-platform forks, Collaboration

Kaidi Cao, Maria Brbic, Jure Leskovec

Keywords Abstract Paper

few-shot learning, meta learning

Michaeel Kazi, Weiwei Guo, Huiji Gao, Bo Long

Keywords Abstract Paper

sequence to sequence, query suggestion, click aware, online inference, learning to rank

Mathieu Page Fortin, Brahim Chaib-draa

Keywords Abstract Paper

Jia-Wei Mi, Shu-Ting Shi, Ming Li

Keywords Abstract Paper

Kevin Ellis, Catherine Wong, Maxwell Nye and

Mathias Sablé-Meyer, Lucas Morales, Luke Hewitt, Luc Cary, Armando Solar-Lezama, Joshua B. Tenenbaum

Keywords Abstract Paper

synthesis, neural, learning, refactoring