| 2021 | β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers. | Dionysis Manousakas, Cecilia Mascolo |
| 2021 | Fast Disjunctive Candidate Generation Using Live Block Filtering. | Antonio Mallia, Michal Siedlaczek, Torsten Suel |
| 2021 | Community Connect: A Mock Social Media Platform to Study Online Behavior. | Khyati Mahajan, Sourav Roy Choudhury, Sara Levens, Tiffany Gallicano, Samira Shaikh |
| 2021 | PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval. | Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xiang Ji, Xueqi Cheng |
| 2021 | Deconfounding with Networked Observational Data in a Dynamic Environment. | Jing Ma, Ruocheng Guo, Chen Chen, Aidong Zhang, Jundong Li |
| 2021 | ColorfulFeedback: Enhancing Interest Prediction Performance through Multi-dimensional Labeled Feedback from Users. | Yuki Maeda, Shuji Yamaguchi, Tatsuru Higurashi, Kota Tsubouchi |
| 2021 | Centrality with Diversity. | Liang Lyu, Brandon Fain, Kamesh Munagala, Kangning Wang |
| 2021 | Learning to Drop: Robust Graph Neural Network via Topological Denoising. | Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang |
| 2021 | All the Wiser: Fake News Intervention Using User Reading Preferences. | Kuan-Chieh Lo, Shih-Chieh Dai, Aiping Xiong, Jing Jiang, Lun-Wei Ku |
| 2021 | Deep Recommender Systems Utilizing Side Information. | Amit Livne |
| 2021 | Leave No User Behind: Towards Improving the Utility of Recommender Systems for Non-mainstream Users. | Roger Zhe Li, Julin Urbano, Alan Hanjalic |
| 2021 | FinSense: An Assistant System for Financial Journalists and Investors. | Yi-Ting Liou, Chung-Chi Chen, Tsun-Hsien Tang, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | Origin-Aware Next Destination Recommendation with Personalized Preference Attention. | Nicholas Lim, Bryan Hooi, See-Kiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Rui Tan |
| 2021 | Filter Pruning via Probabilistic Model-based Optimization for Accelerating Deep Convolutional Neural Networks. | Qinghua Li, Cuiping Li, Hong Chen |
| 2021 | Abstractive Opinion Tagging. | Qintong Li, Piji Li, Xinyi Li, Zhaochun Ren, Zhumin Chen, Maarten de Rijke |
| 2021 | AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. | Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang |
| 2021 | FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection. | Jia Li, Shimin Di, Yanyan Shen, Lei Chen |
| 2021 | Learning Dynamic Embeddings for Temporal Knowledge Graphs. | Siyuan Liao, Shangsong Liang, Zaiqiao Meng, Qiang Zhang |
| 2021 | Credit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets. | Ting Liang, Guanxiong Zeng, Qiwei Zhong, Jianfeng Chi, Jinghua Feng, Xiang Ao, Jiayu Tang |
| 2021 | CalibreNet: Calibration Networks for Multilingual Sequence Labeling. | Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Daxin Jiang |
| 2021 | Explainable Recommendation with Comparative Constraints on Product Aspects. | Trung-Hoang Le, Hady W. Lauw |
| 2021 | Tourist recommendations with a touch of SPICE: A TRS with Deep Cultural Understanding. | Tsvi Kuflik, Paul Mulholland, Alan J. Wecker |
| 2021 | WebTour 2021 Workshop on Web Tourism. | Tsvi Kuflik, Catalin-Mihai Barbu, Amra Delic, Dmitri Goldenberg, Julia Neidhardt, Ludovik Coba, Markus Zanker |
| 2021 | Incorporating Wide Context Information for Deep Knowledge Tracing using Attentional Bi-interaction. | Raghava Krishnan, Janmajay Singh, Masahiro Sato, Qian Zhang, Tomoko Ohkuma |
| 2021 | Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals. | Anastasiia Kornilova, Lucas Bernardi |