Journal: ACM TIST

Volume 13, Issue 6

0 -- 0Miguel Costa, Diogo Costa, Tiago Gomes, Sandro Pinto 0001. Shifting Capsule Networks from the Cloud to the Deep Edge
0 -- 0Tamir Tassa, Alon Ben Horin. Privacy-preserving Collaborative Filtering by Distributed Mediation
0 -- 0Yasan Ding, Bin Guo 0001, Yan Liu 0045, Yunji Liang, Haocheng Shen, Zhiwen Yu 0001. MetaDetector: Meta Event Knowledge Transfer for Fake News Detection
0 -- 0Anirban Das, Timothy Castiglia, Shiqiang Wang 0001, Stacy Patterson. Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
0 -- 0Rohit Verma, Sugandh Pargal, Debasree Das, Tanusree Parbat, Sai Shankar Kambalapalli, Bivas Mitra, Sandip Chakraborty. Impact of Driving Behavior on Commuter's Comfort During Cab Rides: Towards a New Perspective of Driver Rating
0 -- 0Ángel Navia-Vázquez, Roberto Díaz-Morales, Marcos Fernández Díaz. Budget Distributed Support Vector Machine for Non-ID Federated Learning Scenarios
0 -- 0Wided Hammedi, Sidi-Mohammed Senouci, Philippe Brunet, Metzli Ramirez-Martinez. Two-Level Optimization to Reduce Waiting Time at Locks in Inland Waterway Transportation
0 -- 0Yao Zhang, Wenping Fan, Qichen Hao, Xinya Wu, Min-Ling Zhang. CAFE and SOUP: Toward Adaptive VDI Workload Prediction
0 -- 0Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De. Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes
0 -- 0Qian Zheng, Yueming Wang, Zhenfang Hu, Xiaobo Zhang, Zhaohui Wu 0001, Gang Pan 0001. Jointly Optimizing Expressional and Residual Models for 3D Facial Expression Removal
0 -- 0Mohannad Elhamod, Jie Bu, Christopher Singh, Matthew Redell, Abantika Ghosh, Viktor Podolskiy, Wei-Cheng Lee, Anuj Karpatne. CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems
0 -- 0Jinxiang Ou, Yunheng Shen, Feng Wang, Qiao Liu, Xuegong Zhang, Hairong Lv. AggEnhance: Aggregation Enhancement by Class Interior Points in Federated Learning with Non-IID Data
0 -- 0Lin Zhang, Lixin Fan, Yong Luo 0002, Ling-Yu Duan. Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning
0 -- 0Junyi Dong, Qingze Huo, Silvia Ferrari. A Holistic Approach for Role Inference and Action Anticipation in Human Teams
0 -- 0Siyuan Ren, Bin Guo 0001, Longbing Cao, Ke Li, Jiaqi Liu, Zhiwen Yu 0001. DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction
0 -- 0Xian Wu, Chao Huang 0001, Pablo Robles-Granda, Nitesh V. Chawla. Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series
0 -- 0Yue Hu, Ao Qu, Dan Work. Detecting Extreme Traffic Events Via a Context Augmented Graph Autoencoder
0 -- 0Edgar Eduardo Ceh-Varela, Huiping Cao, Hady W. Lauw. Performance Evaluation of Aggregation-based Group Recommender Systems for Ephemeral Groups
0 -- 0Marius Hogräfer, Marco Angelini, Giuseppe Santucci, Hans-Jörg Schulz. Steering-by-example for Progressive Visual Analytics

Volume 13, Issue 5

0 -- 0Sawan Rai, Ramesh Chandra Belwal, Atul Gupta. A Review on Source Code Documentation
0 -- 0Lunchen Xie, Jiaqi Liu, Songtao Lu, Tsung-Hui Chang, Qingjiang Shi. An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization
0 -- 0Zhengyi Zhong, Weidong Bao, Ji Wang, Xiaomin Zhu 0001, Xiongtao Zhang. FLEE: A Hierarchical Federated Learning Framework for Distributed Deep Neural Network over Cloud, Edge, and End Device
0 -- 0Xiaoyu Chen, Yingyan Zeng, SungKu Kang, Ran Jin. INN: An Interpretable Neural Network for AI Incubation in Manufacturing
0 -- 0Kai Di, Yifeng Zhou, Fuhan Yan, Jiuchuan Jiang, Shaofu Yang, Yichuan Jiang. A Foraging Strategy with Risk Response for Individual Robots in Adversarial Environments
0 -- 0Shenghui Li, Edith C. H. Ngai, Fanghua Ye 0001, Thiemo Voigt. Auto-weighted Robust Federated Learning with Corrupted Data Sources
0 -- 0Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani. FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
0 -- 0Bixiao Zeng, Xiaodong Yang 0005, Yiqiang Chen, Hanchao Yu, Yingwei Zhang. CLC: A Consensus-based Label Correction Approach in Federated Learning
0 -- 0Trung Kien Dang, Xiang Lan 0004, Jianshu Weng, Mengling Feng. Federated Learning for Electronic Health Records
0 -- 0Ke Li, Bin Guo 0001, Jiaqi Liu, Jiangtao Wang, Haoyang Ren, Fei Yi, Zhiwen Yu 0001. Dynamic Probabilistic Graphical Model for Progressive Fake News Detection on Social Media Platform
0 -- 0Zongwei Wang, Min Gao 0001, Jundong Li, Junwei Zhang 0004, Jiang Zhong. Gray-Box Shilling Attack: An Adversarial Learning Approach
0 -- 0Xiaolong Xu 0001, WenTao Liu, Yulan Zhang, Xuyun Zhang, Wanchun Dou, Lianyong Qi, Md. Zakirul Alam Bhuiyan. PSDF: Privacy-aware IoV Service Deployment with Federated Learning in Cloud-Edge Computing
0 -- 0Xue Jiang, Xuebing Zhou, Jens Grossklags. SignDS-FL: Local Differentially Private Federated Learning with Sign-based Dimension Selection
0 -- 0Qiang Yang 0001, Yongxin Tong, Yang Liu 0165, Yangqiu Song, Hao Peng, Boi Faltings. Preface to Federated Learning: Algorithms, Systems, and Applications: Part 2
0 -- 0Dimitris Stripelis, Paul M. Thompson, José Luis Ambite. Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings
0 -- 0Fuxian Li, Jie Feng 0002, Huan Yan, Depeng Jin, Yong Li 0008. Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network
0 -- 0Yijing Liu, Dongming Han, Jianwei Zhang, Haiyang Zhu, Mingliang Xu, Wei Chen 0001. Federated Multi-task Graph Learning
0 -- 0Chien-Lun Chen, Sara Babakniya, Marco Paolieri, Leana Golubchik. Defending against Poisoning Backdoor Attacks on Federated Meta-learning

Volume 13, Issue 4

0 -- 0Zhenghang Ren, Liu Yang, Kai Chen 0005. Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data
0 -- 0Zelei Liu, Yuanyuan Chen, Han Yu 0001, Yang Liu 0165, LiZhen Cui. GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning
0 -- 0Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao 0002, Hai Jin 0001, Lichao Sun. FedBERT: When Federated Learning Meets Pre-training
0 -- 0Jun Zhou 0011, Longfei Zheng, Chaochao Chen 0001, Yan Wang 0002, Xiaolin Zheng, Bingzhe Wu, Cen Chen, Li Wang 0056, Jianwei Yin. Toward Scalable and Privacy-preserving Deep Neural Network via Algorithmic-Cryptographic Co-design
0 -- 0Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle, Imrana Abdullahi Yari, Björn M. Eskofier. Federated Learning for Healthcare: Systematic Review and Architecture Proposal
0 -- 0Zhiwei Liu, Liangwei Yang, Ziwei Fan, Hao Peng, Philip S. Yu. Federated Social Recommendation with Graph Neural Network
0 -- 0Meng Jiang 0001, Taeho Jung, Ryan Karl, Tong Zhao 0003. Federated Dynamic Graph Neural Networks with Secure Aggregation for Video-based Distributed Surveillance
0 -- 0Yan Kang, Yang Liu 0165, Xinle Liang. FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training
0 -- 0Sixu Hu, Yuan Li, Xu Liu 0014, Qinbin Li, Zhaomin Wu, Bingsheng He. The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems
0 -- 0Di Chai, Leye Wang, Kai Chen 0005, Qiang Yang 0001. Efficient Federated Matrix Factorization Against Inference Attacks
0 -- 0Sicong Che, Zhaoming Kong, Hao Peng, Lichao Sun, Alex D. Leow, Yong Chen, Lifang He 0001. Federated Multi-view Learning for Private Medical Data Integration and Analysis
0 -- 0Yuzhu Mao, Zihao Zhao, Guangfeng Yan, Yang Liu, Tian Lan, Linqi Song, Wenbo Ding. Communication-Efficient Federated Learning with Adaptive Quantization
0 -- 0Qiang Yang 0001, Yongxin Tong, Yang Liu 0165, Yangqiu Song, Hao Peng, Boi Faltings. Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1
0 -- 0Hanchi Ren, Jingjing Deng 0001, Xianghua Xie. GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning
0 -- 0Chuhan Wu, Fangzhao Wu, Lingjuan Lyu, Yongfeng Huang 0001, Xing Xie 0001. FedCTR: Federated Native Ad CTR Prediction with Cross-platform User Behavior Data
0 -- 0Xu Guo 0002, Han Yu 0001, Boyang Li 0001, Hao Wang 0005, Pengwei Xing, Siwei Feng, Zaiqing Nie, Chunyan Miao. Federated Learning for Personalized Humor Recognition
0 -- 0Ziheng Hu, Hongtao Xie, Lingyun Yu, Xingyu Gao, Zhihua Shang, Yongdong Zhang 0001. Dynamic-Aware Federated Learning for Face Forgery Video Detection

Volume 13, Issue 3

0 -- 0Bolong Zheng, Lingfeng Ming, Qi Hu, Zhipeng Lü, Guanfeng Liu 0001, Xiaofang Zhou 0001. Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management
0 -- 0Zhirun Zheng, Zhetao Li, Jie Li 0002, Hongbo Jiang 0001, Tong Li, Bin Guo 0001. Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks
0 -- 0Chenglong Fang, Feng Wang, Bin Yao, Jianqiu Xu. GPSClean: A Framework for Cleaning and Repairing GPS Data
0 -- 0Runze Yan, Xinwen Liu 0004, Janine M. Dutcher, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, J. David Creswell, Kasey G. Creswell, Jennifer Mankoff, Anind K. Dey, Afsaneh Doryab. A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
0 -- 0Lili Wei, Congyan Lang, Liqian Liang, Songhe Feng, Tao Wang 0011, Shidi Chen. Weakly Supervised Video Object Segmentation via Dual-attention Cross-branch Fusion
0 -- 0Fandel Lin, Hsun-Ping Hsieh. Traveling Transporter Problem: Arranging a New Circular Route in a Public Transportation System Based on Heterogeneous Non-Monotonic Urban Data
0 -- 0Jianbin Huang, Longji Huang, Meijuan Liu, He Li 0006, Qinglin Tan, Xiaoke Ma, JiangTao Cui, De-Shuang Huang. Deep Reinforcement Learning-based Trajectory Pricing on Ride-hailing Platforms
0 -- 0Yifan Zhang, Jinghuai Zhang, Jindi Zhang, Jianping Wang 0001, Kejie Lu, Jeff Hong. Integrating Algorithmic Sampling-Based Motion Planning with Learning in Autonomous Driving
0 -- 0Cheolhyeong Kim, Haeseong Moon, Hyung Ju Hwang. NEAR: Neighborhood Edge AggregatoR for Graph Classification
0 -- 0Lin Yao 0001, Zhenyu Chen, Haibo Hu 0001, Guowei Wu, Bin Wu 0011. Privacy Preservation for Trajectory Publication Based on Differential Privacy
0 -- 0Nurendra Choudhary, Charu C. Aggarwal, Karthik Subbian, Chandan K. Reddy. Self-supervised Short-text Modeling through Auxiliary Context Generation
0 -- 0Nan Han, Shaojie Qiao, Kun Yue, Jianbin Huang, Qiang He, Tingting Tang, Faliang Huang, Chunlin He, Chang-an Yuan 0001. Algorithms for Trajectory Points Clustering in Location-based Social Networks
0 -- 0Senzhang Wang, Meiyue Zhang, Hao Miao, Zhaohui Peng, Philip S. Yu. Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction
0 -- 0Yang Hu, Adriane Chapman, Guihua Wen, Wendy Hall 0001. What Can Knowledge Bring to Machine Learning? - A Survey of Low-shot Learning for Structured Data
0 -- 0Vinayak Gupta, Srikanta Bedathur. Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer
0 -- 0Arun Sharma, Shashi Shekhar. Analyzing Trajectory Gaps to Find Possible Rendezvous Region
0 -- 0Liwei Deng 0001, Hao Sun, Rui Sun, Yan Zhao 0008, Han Su. Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach
0 -- 0Kai Zheng 0001, Yong Li 0008, Cyrus Shahabi, Hongzhi Yin. Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II

Volume 13, Issue 2

0 -- 0Zhe Jiang 0001, Wenchong He, Marcus Stephen Kirby, Arpan Man Sainju, Shaowen Wang, Lawrence V. Stanislawski, Ethan Shavers, E. Lynn Usery. Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels
0 -- 0Han Bao 0003, Xun Zhou, Yiqun Xie, Yingxue Zhang, Yanhua Li. COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features
0 -- 0Haomin Wen, Youfang Lin, Huaiyu Wan, Shengnan Guo 0001, Fan Wu, LiXia Wu, Chao Song, Yinghui Xu. DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction
0 -- 0Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li. Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2
0 -- 0Yulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger. Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression
0 -- 0He Li 0006, Xuejiao Li, LiangCai Su, Duo Jin, Jianbin Huang, Deshuang Huang. Deep Spatio-temporal Adaptive 3D Convolutional Neural Networks for Traffic Flow Prediction
0 -- 0Wenchong He, Arpan Man Sainju, Zhe Jiang 0001, Da Yan 0001, Yang Zhou 0001. Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
0 -- 0Weichao Liang, Zhiang Wu 0001, Zhe Li, Yong Ge. CrimeTensor: Fine-Scale Crime Prediction via Tensor Learning with Spatiotemporal Consistency
0 -- 0Guangliang Gao, Zhifeng Bao, Jie Cao 0001, A. Kai Qin, Timos Sellis. Location-Centered House Price Prediction: A Multi-Task Learning Approach
0 -- 0Nan Gao, Hao Xue 0001, Wei Shao 0006, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim. Generative Adversarial Networks for Spatio-temporal Data: A Survey
0 -- 0Qian Li, Hao Peng, Jianxin Li 0002, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He 0001. A Survey on Text Classification: From Traditional to Deep Learning
0 -- 0Liang Wang 0017, Zhiwen Yu 0001, Bin Guo 0001, Dingqi Yang, Lianbo Ma, Zhidan Liu 0001, Fei Xiong. Data-driven Targeted Advertising Recommendation System for Outdoor Billboard
0 -- 0Divya Saxena, Jiannong Cao 0001. Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks
0 -- 0Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang, Haisong Zhang. Make More Connections: Urban Traffic Flow Forecasting with Spatiotemporal Adaptive Gated Graph Convolution Network
0 -- 0Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo 0007, Zhi-Li Zhang. Urban Traffic Dynamics Prediction - A Continuous Spatial-temporal Meta-learning Approach
0 -- 0Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song, Ryosuke Shibasaki. Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System
0 -- 0Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du 0001, Guixi Xiong, Leilei Sun, Haiquan Wang. Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction

Volume 13, Issue 1

0 -- 0Hongting Niu, Hengshu Zhu, Ying Sun, Xinjiang Lu, Jing Sun, Zhiyuan Zhao, Hui Xiong 0001, Bo Lang. Exploring the Risky Travel Area and Behavior of Car-hailing Service
0 -- 0Meng Chen 0003, Qingjie Liu, Weiming Huang, Teng Zhang, Yixuan Zuo, Xiaohui Yu 0001. Origin-Aware Location Prediction Based on Historical Vehicle Trajectories
0 -- 0Christoffer Löffler, Luca Reeb, Daniel Dzibela, Robert Marzilger, Nicolas Witt, Björn M. Eskofier, Christopher Mutschler. Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
0 -- 0Kai Zheng 0001, Yong Li 0008, Cyrus Shahabi, Hongzhi Yin. Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I
0 -- 0Fan Zhou 0002, Pengyu Wang, Xovee Xu, Wenxin Tai, Goce Trajcevski. Contrastive Trajectory Learning for Tour Recommendation
0 -- 0Heli Sun, Xianglan Guo, Zhou Yang, Xuguang Chu, Xinwang Liu, Liang He. Predicting Future Locations with Semantic Trajectories
0 -- 0Yu Ting Wen, Hui-Kuo Yang, Wen-Chih Peng. Mining Willing-to-Pay Behavior Patterns from Payment Datasets
0 -- 0Yuandong Wang, Hongzhi Yin, Tong Chen 0005, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu 0007. Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graphs
0 -- 0Yanliang Zhu, Dongchun Ren, Yi Xu 0005, Deheng Qian, Mingyu Fan, Xin Li, Huaxia Xia. Simultaneous Past and Current Social Interaction-aware Trajectory Prediction for Multiple Intelligent Agents in Dynamic Scenes
0 -- 0Hui Luo, Zhifeng Bao, Gao Cong, J. Shane Culpepper, Nguyen Lu Dang Khoa. Let Trajectories Speak Out the Traffic Bottlenecks
0 -- 0Cheng-Te Li, Cheng Hsu, Yang Zhang. FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings
0 -- 0Shih-Chia Huang, Quoc-Viet Hoang, Da-Wei Jaw. Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images
0 -- 0Xin Bi, Chao Zhang, Fangtong Wang, Zhixun Liu, Xiangguo Zhao, Ye Yuan 0001, Guoren Wang. An Uncertainty-based Neural Network for Explainable Trajectory Segmentation
0 -- 0Marcin Waniek, Tomasz P. Michalak, Michael J. Wooldridge, Talal Rahwan. How Members of Covert Networks Conceal the Identities of Their Leaders
0 -- 0Yu Zhou, Haixia Zheng, Xin Huang, Shufeng Hao, Dengao Li, JuMin Zhao. Graph Neural Networks: Taxonomy, Advances, and Trends
0 -- 0Wen-Cheng Chen, Wan-Lun Tsai, Huan-Hua Chang, Min-Chun Hu 0001, Wei-Ta Chu. Instant Basketball Defensive Trajectory Generation