| 2022 | Few-Shot Relational Triple Extraction with Perspective Transfer Network. | Junbo Fei, Weixin Zeng, Xiang Zhao, Xuanyi Li, Weidong Xiao |
| 2022 | DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps. | Miao Fan, Jizhou Huang, Haifeng Wang |
| 2022 | MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring. | Zekuan Fang, Fan Zhang, Ting Wang, Xiang Lian, Mingsong Chen |
| 2022 | Semi-Supervised Learning with Data Augmentation for Tabular Data. | Jun-Peng Fang, Caizhi Tang, Qing Cui, Feng Zhu, Longfei Li, Jun Zhou, Wei Zhu |
| 2022 | Smart Contract Scams Detection with Topological Data Analysis on Account Interaction. | Shuhui Fan, Shaojing Fu, Yuchuan Luo, Haoran Xu, Xuyun Zhang, Ming Xu |
| 2022 | Risk-Aware Bid Optimization for Online Display Advertisement. | Rui Fan, Erick Delage |
| 2022 | Detecting Significant Differences Between Information Retrieval Systems via Generalized Linear Models. | Guglielmo Faggioli, Nicola Ferro, Norbert Fuhr |
| 2022 | From Product Searches to Conversational Agents for E-Commerce. | Giuseppe Di Fabbrizio |
| 2022 | Federated K-Private Set Intersection. | Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr |
| 2022 | A Platform for Argumentative Zoning Annotation and Scientific Summarization. | Alaa El-Ebshihy, Annisa Maulida Ningtyas, Linda Andersson, Florina Piroi, Andreas Rauber |
| 2022 | Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework. | Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng |
| 2022 | Higher-order Clustering and Pooling for Graph Neural Networks. | Alexandre Duval, Fragkiskos D. Malliaros |
| 2022 | Contrastive Learning with Bidirectional Transformers for Sequential Recommendation. | Hanwen Du, Hui Shi, Pengpeng Zhao, Deqing Wang, Victor S. Sheng, Yanchi Liu, Guanfeng Liu, Lei Zhao |
| 2022 | Inferring Sensitive Attributes from Model Explanations. | Vasisht Duddu, Antoine Boutet |
| 2022 | Optimal Action Space Search: An Effective Deep Reinforcement Learning Method for Algorithmic Trading. | Zhongjie Duan, Cen Chen, Dawei Cheng, Yuqi Liang, Weining Qian |
| 2022 | Extreme Learning Machines For Efficient Speech Emotion Estimation In Julia. | Georgios Drakopoulos, Phivos Mylonas |
| 2022 | Estimating The MBTI Of Twitter Accounts With Graph Neural Networks Over Neo4j. | Georgios Drakopoulos, Eleanna Kafeza |
| 2022 | THECOG 2022 - Transforms In Behavioral And Affective Computing (Revisited). | Georgios Drakopoulos, Eleanna Kafeza |
| 2022 | MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | GFlow-FT: Pick a Child Network via Gradient Flow for Efficient Fine-Tuning in Recommendation Systems. | Ke Ding, Yong He, Xin Dong, Jieyu Yang, Liang Zhang, Ang Li, Xiaolu Zhang, Linjian Mo |
| 2022 | Weakly-Supervised Online Hashing with Refined Pseudo Tags. | Chenlu Ding, Xin Luo, Xiao-Ming Wu, Yu-Wei Zhan, Rui Li, Hui Zhang, Xin-Shun Xu |
| 2022 | A human-ML collaboration framework for improving video content reviews. | Meghana Deodhar, Xiao Ma, Yixin Cai, Alex Koes, Alex Beutel, Jilin Chen |
| 2022 | Efficient Trajectory Similarity Computation with Contrastive Learning. | Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng |
| 2022 | Workshop on Human-in-the-loop Data Curation. | Gianluca Demartini, Jie Yang, Shazia Sadiq |