| 2022 | GReS: Graphical Cross-domain Recommendation for Supply Chain Platform. | Zhiwen Jing, Ziliang Zhao, Yang Feng, Xiaochen Ma, Nan Wu, Shengqiao Kang, Cheng Yang, Yujia Zhang, Hao Guo |
| 2022 | Can Adversarial Training benefit Trajectory Representation?: An Investigation on Robustness for Trajectory Similarity Computation. | Quanliang Jing, Shuo Liu, Xinxin Fan, Jingwei Li, Di Yao, Baoli Wang, Jingping Bi |
| 2022 | X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning. | Baoyu Jing, Shengyu Feng, Yuejia Xiang, Xi Chen, Yu Chen, Hanghang Tong |
| 2022 | AI-Augmented Art Psychotherapy through a Hierarchical Co-Attention Mechanism. | Seungwan Jin, Hoyoung Choi, Kyungsik Han |
| 2022 | Multi-Scale User Behavior Network for Entire Space Multi-Task Learning. | Jiarui Jin, Xianyu Chen, Weinan Zhang, Yuanbo Chen, Zaifan Jiang, Zekun Zhu, Zhewen Su, Yong Yu |
| 2022 | Intra-session Context-aware Feed Recommendation in Live Systems. | Luo Ji, Gao Liu, Mingyang Yin, Hongxia Yang |
| 2022 | MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. | Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Bang Liu, Siheng Li, Yujiu Yang, Yefeng Zheng |
| 2022 | A Real-time Post-processing System for Itinerary Recommendation. | Linge Jiang, Guiyang Wang, Zhibo Zhu, Binghao Wang, Runsheng Gan, Ziqi Liu, Jun Zhou |
| 2022 | Towards Federated Learning against Noisy Labels via Local Self-Regularization. | Xuefeng Jiang, Sheng Sun, Yuwei Wang, Min Liu |
| 2022 | Adaptive Domain Interest Network for Multi-domain Recommendation. | Yuchen Jiang, Qi Li, Han Zhu, Jinbei Yu, Jin Li, Ziru Xu, Huihui Dong, Bo Zheng |
| 2022 | Diverse Effective Relationship Exploration for Cooperative Multi-Agent Reinforcement Learning. | Hao Jiang, Yuntao Liu, Shengze Li, Jieyuan Zhang, Xinhai Xu, Donghong Liu |
| 2022 | Hockey: A Hybrid PMem-SSD Storage Engine for Analytical Database. | Yuhang Jia, Huiqi Hu, Xuan Zhou, Weining Qian |
| 2022 | Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge. | Hyunsik Jeon, Jongjin Kim, Hoyoung Yoon, Jaeri Lee, U Kang |
| 2022 | RealGraph | Myung-Hwan Jang, Yun-Yong Ko, Dongkyu Jeong, Jeong-Min Park, Sang-Wook Kim |
| 2022 | Discovering Fine-Grained Semantics in Knowledge Graph Relations. | Nitisha Jain, Ralf Krestel |
| 2022 | NILK: Entity Linking Dataset Targeting NIL-linking Cases. | Anastasiia Iurshina, Jiaxin Pan, Rafika Boutalbi, Steffen Staab |
| 2022 | Incorporating Fairness in Large-scale Evacuation Planning. | Kazi Ashik Islam, Da Qi Chen, Madhav V. Marathe, Henning S. Mortveit, Samarth Swarup, Anil Vullikanti |
| 2022 | Deepfake Audio Detection Via Feature Engineering And Machine Learning. | Farkhund Iqbal, Ahmed Abbasi, Abdul Rehman Javed, Zunera Jalil, Jamal N. Al-Karaki |
| 2022 | Best Practices for Top- | Ngozi Ihemelandu |
| 2022 | Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability. | Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu |
| 2022 | An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models. | Jihyeon Hyeong, Jayoung Kim, Noseong Park, Sushil Jajodia |
| 2022 | An Uncertainty-Aware Imputation Framework for Alleviating the Sparsity Problem in Collaborative Filtering. | Sunghyun Hwang, Dong-Kyu Chae |
| 2022 | LGP: Few-Shot Class-Evolutionary Learning on Dynamic Graphs. | Tiancheng Huang, Feng Zhao, Donglin Wang |
| 2022 | GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks. | Tiancheng Huang, Ke Xu, Donglin Wang |
| 2022 | Self-Supervised Learning for Recommendation. | Chao Huang, Lianghao Xia, Xiang Wang, Xiangnan He, Dawei Yin |