| 2022 | Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems. | Yaochen Zhu, Zhenzhong Chen |
| 2022 | WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management. | Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng |
| 2022 | Filter-enhanced MLP is All You Need for Sequential Recommendation. | Kun Zhou, Hui Yu, Wayne Xin Zhao, Ji-Rong Wen |
| 2022 | "This is Fake! Shared it by Mistake": Assessing the Intent of Fake News Spreaders. | Xinyi Zhou, Kai Shu, Vir V. Phoha, Huan Liu, Reza Zafarani |
| 2022 | EventBERT: A Pre-Trained Model for Event Correlation Reasoning. | Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang |
| 2022 | Is Least-Squares Inaccurate in Fitting Power-Law Distributions? The Criticism is Complete Nonsense. | Xiaoshi Zhong, Muyin Wang, Hongkun Zhang |
| 2022 | Implicit User Awareness Modeling via Candidate Items for CTR Prediction in Search Ads. | Kaifu Zheng, Lu Wang, Yu Li, Xusong Chen, Hu Liu, Jing Lu, Xiwei Zhao, Changping Peng, Zhangang Lin, Jingping Shao |
| 2022 | CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. | Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong |
| 2022 | Disentangling Long and Short-Term Interests for Recommendation. | Yu Zheng, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, Yong Li |
| 2022 | Exploring Edge Disentanglement for Node Classification. | Tianxiang Zhao, Xiang Zhang, Suhang Wang |
| 2022 | Winning Tracker: A New Model for Real-time Winning Prediction in MOBA Games. | Chuang Zhao, Hongke Zhao, Yong Ge, Runze Wu, Xudong Shen |
| 2022 | Knowledge-aware Conversational Preference Elicitation with Bandit Feedback. | Canzhe Zhao, Tong Yu, Zhihui Xie, Shuai Li |
| 2022 | FastClip: An Efficient Video Understanding System with Heterogeneous Computing and Coarse-to-fine Processing. | Liming Zhao, Siyang Sun, Yanhao Zhang, Yun Zheng, Pan Pan |
| 2022 | Expressing Metaphorically, Writing Creatively: Metaphor Identification for Creativity Assessment in Writing. | Dongyu Zhang, Minghao Zhang, Ciyuan Peng, Feng Xia |
| 2022 | Beyond Bot Detection: Combating Fraudulent Online Survey Takers✱. | Ziyi Zhang, Shuofei Zhu, Jaron Mink, Aiping Xiong, Linhai Song, Gang Wang |
| 2022 | Graph-adaptive Rectified Linear Unit for Graph Neural Networks. | Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King |
| 2022 | OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. | Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han |
| 2022 | Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. | Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu |
| 2022 | Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation. | Wei Zhang, Junbing Yan, Zhuo Wang, Jianyong Wang |
| 2022 | Knowledge Graph Reasoning with Relational Digraph. | Yongqi Zhang, Quanming Yao |
| 2022 | A Sampling-based Learning Framework for Big Databases. | Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen |
| 2022 | Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation. | Yiming Zhang, Lingfei Wu, Qi Shen, Yitong Pang, Zhihua Wei, Fangli Xu, Bo Long, Jian Pei |
| 2022 | Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification. | Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han |
| 2022 | PaSca: A Graph Neural Architecture Search System under the Scalable Paradigm. | Wentao Zhang, Yu Shen, Zheyu Lin, Yang Li, Xiaosen Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui |
| 2022 | Multi-Graph based Multi-Scenario Recommendation in Large-scale Online Video Services. | Fan Zhang, Qiuying Peng, Yulin Wu, Zheng Pan, Rong Zeng, Da Lin, Yue Qi |