| 2021 | Deconfounding Representation Learning Based on User Interactions in Recommendation Systems. | Junruo Gao, Mengyue Yang, Yuyang Liu, Jun Li |
| 2021 | BanditRank: Learning to Rank Using Contextual Bandits. | Phanideep Gampa, Sumio Fujita |
| 2021 | HiPaR: Hierarchical Pattern-Aided Regression. | Luis Galrraga, Olivier Pelgrin, Alexandre Termier |
| 2021 | Traffic Flow Driven Spatio-Temporal Graph Convolutional Network for Ride-Hailing Demand Forecasting. | Hao Fu, Zhong Wang, Yang Yu, Xianwei Meng, Guiquan Liu |
| 2021 | Manifold Approximation and Projection by Maximizing Graph Information. | Bahareh Fatemi, Soheila Molaei, Hadi Zare, Shirui Pan |
| 2021 | Quality Control for Hierarchical Classification with Incomplete Annotations. | Masafumi Enomoto, Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada, Takeshi Okadome |
| 2021 | HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification. | Shaohua Du, Zhihao Wu, Huaiyu Wan, Youfang Lin |
| 2021 | Improving Sequential Recommendation with Attribute-Augmented Graph Neural Networks. | Xinzhou Dong, Beihong Jin, Wei Zhuo, Beibei Li, Taofeng Xue |
| 2021 | Unsupervised Domain Adaptation for 3D Medical Image with High Efficiency. | Chufu Deng, Kuilin Li, Zhiguang Chen |
| 2021 | Box4Rec: Box Embedding for Sequential Recommendation. | Kai Deng, Jiajin Huang, Jin Qin |
| 2021 | Similarity Forests Revisited: A Swiss Army Knife for Machine Learning. | Stanislaw Czekalski, Mikolaj Morzy |
| 2021 | Maintaining Consistency with Constraints: A Constrained Deep Clustering Method. | Yi Cui, Xianchao Zhang, Linlin Zong, Jie Mu |
| 2021 | Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction. | Li Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao |
| 2021 | C | Yu Chu, Lin Li, Qing Xie, Guandong Xu |
| 2021 | Analyzing Topic Transitions in Text-Based Social Cascades Using Dual-Network Hawkes Process. | Jayesh Choudhari, Srikanta Bedathur, Indrajit Bhattacharya, Anirban Dasgupta |
| 2021 | Exploiting Relevant Hyperlinks in Knowledge Base for Entity Linking. | Szu-Yuan Cheng, Yi-Ling Chen, Mi-Yen Yeh, Bo-Tao Lin |
| 2021 | GrabQC: Graph Based Query Contextualization for Automated ICD Coding. | Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran |
| 2021 | Collaborative Reinforcement Learning Framework to Model Evolution of Cooperation in Sequential Social Dilemmas. | Ritwik Chaudhuri, Kushal Mukherjee, Ramasuri Narayanam, Rohith Dwarakanath Vallam |
| 2021 | Adverse Drug Events Detection, Extraction and Normalization from Online Comments of Chinese Patent Medicines. | Zi Chai, Xiaojun Wan |
| 2021 | Multi-criteria and Review-Based Overall Rating Prediction. | Edgar Eduardo Ceh-Varela, Huiping Cao, Tuan M. V. Le |
| 2021 | Dual-Stage Bayesian Sequence to Sequence Embeddings for Energy Demand Forecasting. | Frances Cameron-Muller, Dilusha Weeraddana, Raghav Chalapathy, Nguyen Lu Dang Khoa |
| 2021 | Learning Discriminative Features Using Multi-label Dual Space. | Ali Braytee, Wei Liu |
| 2021 | Combining Exogenous and Endogenous Signals with a Semi-supervised Co-attention Network for Early Detection of COVID-19 Fake Tweets. | Rachit Bansal, William Scott Paka, Nidhi, Shubhashis Sengupta, Tanmoy Chakraborty |
| 2021 | 1st International Workshop on Data Assessment and Readiness for AI. | Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel |
| 2021 | A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention. | Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty |