ACM Transactions on Intelligent Systems and Technology 2023: all accepted papers
- A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification ↗Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori232 citations
- A Survey on Graph Representation Learning Methods ↗Shima Khoshraftar, Aijun An226 citations
- Trustworthy Recommender Systems ↗Shoujin Wang, Xiuzhen Zhang, Yan Wang et al.122 citations
- Fairness in Recommendation: Foundations, Methods, and Applications ↗Yunqi Li, Hanxiong Chen, Shuyuan Xu et al.106 citations
- Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling ↗Yuwen Liu, Xiaokang Zhou, Huaizhen Kou et al.90 citations
- Reinforcement Learning for Quantitative Trading ↗Shuo Sun, Rundong Wang, Bo An75 citations
- UrbanKG: An Urban Knowledge Graph System ↗Yu Liu, Jingtao Ding, Yanjie Fu et al.57 citations
- You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior ↗Tong Li, Yong Li, Mingyang Zhang et al.54 citations
- Trading Off Privacy, Utility, and Efficiency in Federated Learning ↗Xiaojin Zhang, Yan Kang, Kai Chen et al.52 citations
- Contrastive Learning Models for Sentence Representations ↗Lingling Xu, Haoran Xie, Zongxi Li et al.49 citations
- Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison ↗Tianying Liu, Lu Zhang, Yang Wang et al.44 citations
- Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring ↗Wenyuan Yang, Shuo Shao, Yue Yang et al.42 citations
- Explicit Knowledge Graph Reasoning for Conversational Recommendation ↗Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen et al.40 citations
- Deep Learning Inferencing with High-performance Hardware Accelerators ↗Luke Kljucaric, Alan D. George38 citations
- Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels ↗Vasileios Tsouvalas, Aaqib Saeed, Tanır Özçelebi et al.37 citations
- Reinforced Explainable Knowledge Concept Recommendation in MOOCs ↗Lu Jiang, Kunpeng Liu, Yibin Wang et al.37 citations
- Spatio-temporal Graph Learning for Epidemic Prediction ↗Shuo Yu, Feng Xia, Shihao Li et al.36 citations
- HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction ↗Hanchen Yang, Wengen Li, Siyun Hou et al.31 citations
- Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation ↗Zhiyuan Wu, Sheng Sun, Yuwei Wang et al.30 citations
- Graph Neural Rough Differential Equations for Traffic Forecasting ↗Jeongwhan Choi, Noseong Park30 citations
- TS-Fastformer: Fast Transformer for Time-series Forecasting ↗Sangwon Lee, Junho Hong, Ling Liu et al.30 citations
- Dual Graph Convolution Architecture Search for Travel Time Estimation ↗Guangyin Jin, Huan Yan, Fuxian Li et al.27 citations
- ReuseKNN: Neighborhood Reuse for Differentially Private KNN-Based Recommendations ↗Peter Müllner, Elisabeth Lex, Markus Schedl et al.27 citations
- The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks ↗Sofie Goethals, Kenneth Sörensen, David Martens24 citations
- Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions ↗Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí23 citations
- Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach ↗Qilun Luo, Ming Yang, Wen Li et al.23 citations
- Adversarial Attacks on Deep Reinforcement Learning-based Traffic Signal Control Systems with Colluding Vehicles ↗Ao Qu, Yihong Tang, Wei Ma22 citations
- TreeSketchNet: From Sketch to 3D Tree Parameters Generation ↗Gilda Manfredi, Nicola Capece, Ugo Erra et al.22 citations
- Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers’ Spatial-Temporal Behaviors ↗Haomin Wen, Youfang Lin, Fan Wu et al.18 citations
- Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning ↗Waqar Ali, Rajesh Kumar, Xiangmin Zhou et al.18 citations
- A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs ↗Ronghui Xu, Weiming Huang, Jun Zhao et al.17 citations
- Local Self-attention-based Hybrid Multiple Instance Learning for Partial Spoof Speech Detection ↗Yupeng Zhu, Yanxiang Chen, Zuxing Zhao et al.17 citations
- STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots ↗Bolei Chen, Yongzheng Cui, Ping Zhong et al.17 citations
- Saliency Attack: Towards Imperceptible Black-box Adversarial Attack ↗Zeyu Dai, Shengcai Liu, Qing Li et al.16 citations
- EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks ↗Ana Neacşu, J.-C. Pesquet, Corneliu Burileanu15 citations
- GNN-based Advanced Feature Integration for ICS Anomaly Detection ↗Shuaiyi Lu, Kai Wang, Yuliang Wei et al.15 citations
- Learning Privacy-Preserving Embeddings for Image Data to Be Published ↗Chu-Chen Li, Cheng–Te Li, Shou-De Lin15 citations
- MaNIACS : Approximate Mining of Frequent Subgraph Patterns through Sampling ↗Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato15 citations
- Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment ↗Yujie Fang, Xin Li, Rui Ye et al.15 citations
- Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan Services ↗Hao Tang, Cheng Wang, Jianguo Zheng et al.14 citations
- Explainable Product Classification for Customs ↗Eunji Lee, Sihyeon Kim, Sundong Kim et al.14 citations
- Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks ↗Fernando Terroso-Sáenz, Juan Morales-García, Andrés Muñoz14 citations
- Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning ↗Yujia Gao, Pengfei Wang, Liang Liu et al.13 citations
- Data-Aware Declarative Process Mining with SAT ↗Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi et al.13 citations
- Noise-aware Local Model Training Mechanism for Federated Learning ↗Jinghui Zhang, Dingyang Lv, Qiangsheng Dai et al.13 citations
- Personalized Fashion Recommendations for Diverse Body Shapes with Contrastive Multimodal Cross-Attention Network ↗Jianghong Ma, Huiyue Sun, Dezhao Yang et al.13 citations
- Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation ↗Wun-Ting Yang, Chiao-Ting Chen, Chuan-Yun Sang et al.13 citations
- Clustering-based Active Learning Classification towards Data Stream ↗Chunyong Yin, Shuangshuang Chen, Zhichao Yin12 citations
- Generating Daily Activities with Need Dynamics ↗Yuan Yuan, Jingtao Ding, Huandong Wang et al.12 citations
- Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives ↗Eddy Maddalena, Luis Ibáñez, Neal Reeves et al.12 citations
- A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction ↗Qibin Li, Nianmin Yao, Nai Zhou et al.11 citations
- Causal Feature Selection in the Presence of Sample Selection Bias ↗Shuai Yang, Xianjie Guo, Kui Yu et al.11 citations
- Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing ↗Meng Xu, Jianping Wang11 citations
- Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification ↗Yaoming Cai, Zijia Zhang, Pedram Ghamisi et al.11 citations
- Robust Dimensionality Reduction via Low-rank Laplacian Graph Learning ↗Mingjian Cai, Xiang‐Jun Shen, Stanley Ebhohimhen Abhadiomhen et al.11 citations
- DAS: Efficient Street View Image Sampling for Urban Prediction ↗Guozhen Zhang, Jinhui Yi, Jian Yuan et al.10 citations
- Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification ↗Shuo Ma, Yingwei Zhang, Yiqiang Chen et al.10 citations
- Hybrid Representation and Decision Fusion towards Visual-textual Sentiment ↗Chunyong Yin, Sun Zhang, Qingkui Zeng10 citations
- MHANER: A Multi-source Heterogeneous Graph Attention Network for Explainable Recommendation in Online Games ↗Dongjin Yu, Xingliang Wang, Yu Xiong et al.10 citations
- What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction ↗Heli Sun, Chen Cao, Xuguang Chu et al.10 citations
- Multi-agent Reinforcement Learning-based Adaptive Heterogeneous DAG Scheduling ↗A. Zhadan, Alexander Allahverdyan, Ivan Vladimirovich Kondratov et al.9 citations
- Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment ↗Tianxiang Zhao, Dongsheng Luo, X. D. Zhang et al.8 citations
- Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach ↗Taha Belkhouja, Yan Yan, Janardhan Rao Doppa8 citations
- Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach ↗Yanhang Shi, Xue Li, Siguang Chen8 citations
- T-Distributed Stochastic Neighbor Embedding for Co-Representation Learning ↗Wei Chen, Hongjun Wang, Yinghui Zhang et al.8 citations
- Toward Balancing the Efficiency and Effectiveness in k-Facility Relocation Problem ↗Wang Hu, Hui Li, Meng Wang et al.8 citations
- Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding ↗Chin Wang Cheong, Kejing Yin, William K. Cheung et al.7 citations
- COMET: Convolutional Dimension Interaction for Collaborative Filtering ↗Zhuoyi Lin, Lei Feng, Xingzhi Guo et al.7 citations
- Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing ↗Yingyan Zeng, Xiaoyu Chen, Ran Jin7 citations
- Memory Network-Based Interpreter of User Preferences in Content-Aware Recommender Systems ↗Nhu-Thuat Tran, Hady Wirawan Lauw7 citations
- Modeling Within-Basket Auxiliary Item Recommendation with Matchability and Ubiquity ↗En Xu, Zhiwen Yu, Zhuo Sun et al.7 citations
- Ontology-Based Driving Simulation for Traffic Lights Optimization ↗Amirhossein Zaji, Zheng Liu, Takashi Bando et al.7 citations
- Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment! ↗Bangchao Deng, Dingqi Yang, Bingqing Qu et al.7 citations
- Second-order Confidence Network for Early Classification of Time Series ↗Junwei Lv, Yuqi Chu, Jun Hu et al.7 citations
- Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases ↗Trasha Gupta, Rajni Jindal, S. Indu6 citations
- Fast Real-Time Video Object Segmentation with a Tangled Memory Network ↗Jianbiao Mei, Mengmeng Wang, Yu Yang et al.6 citations
- Obfuscating the Dataset: Impacts and Applications ↗Guangsheng Yu, Xu Wang, Caijun Sun et al.6 citations
- Real-time Road Network Optimization with Coordinated Reinforcement Learning ↗Udesh Gunarathna, Hairuo Xie, Egemen Tanin et al.6 citations
- Strengthening Cooperative Consensus in Multi-Robot Confrontation ↗Meng Xu, Xinhong Chen, Yechao She et al.6 citations
- Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques ↗Aqsa Ashraf Makhdomi, Iqra Altaf Gillani6 citations
- Discovering Causes of Traffic Congestion via Deep Transfer Clustering ↗Mudan Wang, Yuan Yuan, Huan Yan et al.5 citations
- E 2 Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery ↗Yunchao Wang, Guodao Sun, Zihao Zhu et al.5 citations
- Federated Clique Percolation for Privacy-preserving Overlapping Community Detection ↗Kun Guo, Wenzhong Guo, Enjie Ye et al.5 citations
- Hierarchical Pruning of Deep Ensembles with Focal Diversity ↗Yanzhao Wu, Ka-Ho Chow, Wenqi Wei et al.5 citations
- Interpretable Imitation Learning with Symbolic Rewards ↗Nicolas Bougie, Takashi Onishi, Yoshimasa Tsuruoka5 citations
- Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining ↗Thanh Thi Nguyen, Thanh Thi Nguyen, Thanh Thi Nguyen et al.5 citations
- Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics ↗Shengyu Chen, Tianshu Bao, Peyman Givi et al.5 citations
- Reinforcement Learning for Adaptive Video Compressive Sensing ↗Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos et al.5 citations
- Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation ↗Yihao Zhang, Chu Zhao, Weiwen Liao et al.4 citations
- Dynamic Weights and Prior Reward in Policy Fusion for Compound Agent Learning ↗Meng Xu, Yechao She, Jin Yang et al.4 citations
- Explicit State Representation Guided Video-based Pedestrian Attribute Recognition ↗Weiqing Lu, Hai‐Miao Hu, Jinzuo Yu et al.4 citations
- Human Pose Transfer with Augmented Disentangled Feature Consistency ↗Kun Wu, Chengxiang Yin, Zhengping Che et al.4 citations
- Learning Representations of Satellite Imagery by Leveraging Point-of-Interests ↗Tong Li, Yanxin Xi, Huandong Wang et al.4 citations
- MC 2 : Unsupervised Multiple Social Network Alignment ↗Li Sun, Zhongbao Zhang, Gen Li et al.4 citations
- Multi-aspect Understanding with Cooperative Graph Attention Networks for Medical Dialogue Information Extraction ↗Rui Lin, Jing Fan, Haifeng Wu4 citations
- One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution ↗Fadi Dornaika4 citations
- Representation Learning of Enhanced Graphs Using Random Walk Graph Convolutional Network ↗Xing Li, Wei Wei, Ruizhi Zhang et al.4 citations
- Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining ↗Yanqiao Zhu, Yichen Xu, Feng Yu et al.4 citations
- A Discriminant Information Theoretic Learning Framework for Multi-modal Feature Representation ↗Lei Gao, Ling Guan3 citations
- Argument Schemes and a Dialogue System for Explainable Planning ↗Quratul-ain Mahesar, Simon Parsons3 citations
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