ACM Transactions on Intelligent Systems and Technology (TIST) (2023)

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2023 Volume 14 Issue 1

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A New Similarity Space Tailored for Supervised Deep Metric Learning.
Pedro H. Barros|Fabiane Queiroz|Flavio Figueiredo|Jefersson A. dos Santos|Heitor S. Ramos
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Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability.
Shaohan Chen|Chuanhou Gao|Ping Zhang
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A System for Automated Industrial Test Laboratory Scheduling.
Philipp Danzinger|Tobias Geibinger|David Janneau|Florian Mischek|Nysret Musliu|Christian Poschalko
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Deep Learning Embedded into Smart Traps for Fruit Insect Pests Detection.
Lucas C. Freitas|Valter A. M. Martins|Marilton S. de Aguiar|Lisane B. de Brisolara|Paulo R. Ferreira Jr.
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Hierarchical Multi-agent Model for Reinforced Medical Resource Allocation with Imperfect Information.
Qianyue Hao|Fengli Xu|Lin Chen|Pan Hui|Yong Li
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FLAG: A Feedback-aware Local and Global Model for Heterogeneous Sequential Recommendation.
Mingkai He|Jing Lin|Jinwei Luo|Weike Pan|Zhong Ming
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Describing UI Screenshots in Natural Language.
Luis A. Leiva|Asutosh Hota|Antti Oulasvirta
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Adversarial Learning for Cross Domain Recommendations.
Pan Li|Brian Brost|Alexander Tuzhilin
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Trustworthy AI: A Computational Perspective.
Haochen Liu|Yiqi Wang|Wenqi Fan|Xiaorui Liu|Yaxin Li|Shaili Jain|Yunhao Liu|Anil K. Jain|Jiliang Tang
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Redundant Label Learning via Subspace Representation and Global Disambiguation.
Gengyu Lyu|Songhe Feng|Wei Liu|Shuoyan Liu|Congyan Lang
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Domain Generalization for Activity Recognition via Adaptive Feature Fusion.
Xin Qin|Jindong Wang|Yiqiang Chen|Wang Lu|Xinlong Jiang
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Interior Individual Trajectory Simulation with Population Distribution Constraint.
Erzhuo Shao|Zhenyu Han|Yulai Xie|Yang Zhang|Lu Geng|Yong Li
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Mobility Inference on Long-Tailed Sparse Trajectory.
Lei Shi|Yuankai Luo|Shuai Ma|Hanghang Tong|Zhetao Li|Xiatian Zhang|Zhiguang Shan
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Multitask Balanced and Recalibrated Network for Medical Code Prediction.
Wei Sun|Shaoxiong Ji|Erik Cambria|Pekka Marttinen
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How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies.
Wei-Yao Wang|Teng-Fong Chan|Wen-Chih Peng|Hui-Kuo Yang|Chih-Chuan Wang|Yao-Chung Fan
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Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend.
Wendi Wu|Zongren Li|Yawei Zhao|Chen Yu|Peilin Zhao|Ji Liu|Kunlun He
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A Query Optimizer for Range Queries over Multi-Attribute Trajectories.
Jianqiu Xu|Hua Lu|Zhifeng Bao
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Self-supervised Discriminative Representation Learning by Fuzzy Autoencoder.
Wenlu Yang|Hongjun Wang|Yinghui Zhang|Zehao Liu|Tianrui Li
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No Free Lunch Theorem for Security and Utility in Federated Learning.
Xiaojin Zhang|Hanlin Gu|Lixin Fan|Kai Chen|Qiang Yang

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2023 Volume 14 Issue 2

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Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment.
Yujie Fang|Xin Li|Rui Ye|Xiaoyan Tan|Peiyao Zhao|Mingzhong Wang
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Neural Topic Modeling via Discrete Variational Inference.
Amulya Gupta|Zhu Zhang
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Highly Efficient Traffic Planning for Autonomous Vehicles to Cross Intersections Without a Stop.
Jian Kang|Dan Lin
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A Semantically Driven Hybrid Network for Unsupervised Entity Alignment.
Jia Li|Dandan Song|Zhijing Wu
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On the Relationship between Explanation and Recommendation: Learning to Rank Explanations for Improved Performance.
Lei Li|Yongfeng Zhang|Li Chen
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Prior Knowledge Constrained Adaptive Graph Framework for Partial Label Learning.
Gengyu Lyu|Songhe Feng|Shaokai Wang|Zhen Yang
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Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges.
Jing Ren|Feng Xia|Ivan Lee|Azadeh Noori Hoshyar|Charu C. Aggarwal
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Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making.
Souvika Sarkar|Biddut Sarker Bijoy|Syeda Jannatus Saba|Dongji Feng|Yash Mahajan|Mohammad Ruhul Amin|Sheikh Rabiul Islam|Shubhra Kanti Karmaker Santu
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Cost-sensitive Tensor-based Dual-stage Attention LSTM with Feature Selection for Data Center Server Power Forecasting.
Ziyu Shen|Binghui Liu|Qing Zhou|Zheng Liu|Bin Xia|Yun Li
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Source-free Unsupervised Domain Adaptation with Trusted Pseudo Samples.
Qing Tian|Shun Peng|Tinghuai Ma
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Diagnose Like Doctors: Weakly Supervised Fine-Grained Classification of Breast Cancer.
Jieru Tian|Yongxin Wang|Zhenduo Chen|Xin Luo|Xinshun Xu
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3D-Guided Frontal Face Generation for Pose-Invariant Recognition.
Hao Wu|Jianyang Gu|Xiaojin Fan|He Li|Lidong Xie|Jian Zhao
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Selecting and Composing Learning Rate Policies for Deep Neural Networks.
Yanzhao Wu|Ling Liu
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Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing.
Meng Xu|Jianping Wang
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CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection.
Jing Yao|Zheng Liu|Junhan Yang|Zhicheng Dou|Xing Xie|Ji-Rong Wen
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Clustering-based Active Learning Classification towards Data Stream.
Chunyong Yin|Shuangshuang Chen|Zhichao Yin
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Spatio-temporal Graph Learning for Epidemic Prediction.
Shuo Yu|Feng Xia|Shihao Li|Mingliang Hou|Quan Z. Sheng
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ONION: Online Semantic Autoencoder Hashing for Cross-Modal Retrieval.
Donglin Zhang|Xiao-Jun Wu|Guoqing Chen
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DAS: Efficient Street View Image Sampling for Urban Prediction.
Guozhen Zhang|Jinhui Yi|Jian Yuan|Yong Li|Depeng Jin

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2023 Volume 14 Issue 3

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A Discriminant Information Theoretic Learning Framework for Multi-modal Feature Representation.
Lei Gao|Ling Guan
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Reinforced Explainable Knowledge Concept Recommendation in MOOCs.
Lu Jiang|Kunpeng Liu|Yibin Wang|Dongjie Wang|Pengyang Wang|Yanjie Fu|Minghao Yin
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Robust Dimensionality Reduction via Low-rank Laplacian Graph Learning.
Mingjian Cai|Xiangjun Shen|Stanley Ebhohimhen Abhadiomhen|Yingfeng Cai|Sirui Tian
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Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification.
Yaoming Cai|Zijia Zhang|Pedram Ghamisi|Zhihua Cai|Xiaobo Liu|Yao Ding
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Saliency Attack: Towards Imperceptible Black-box Adversarial Attack.
Zeyu Dai|Shengcai Liu|Qing Li|Ke Tang
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Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases.
Trasha Gupta|Rajni Jindal|Indu Sreedevi
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Representation Learning of Enhanced Graphs Using Random Walk Graph Convolutional Network.
Xing Li|Wei Wei|Ruizhi Zhang|Zhenyu Shi|Zhiming Zheng|Xiangnan Feng
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Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach.
Qilun Luo|Ming Yang|Wen Li|Mingqing Xiao
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TreeSketchNet: From Sketch to 3D Tree Parameters Generation.
Gilda Manfredi|Nicola Capece|Ugo Erra|Monica Gruosso
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Fast Real-Time Video Object Segmentation with a Tangled Memory Network.
Jianbiao Mei|Mengmeng Wang|Yu Yang|Yanjun Li|Yong Liu
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MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling.
Giulia Preti|Gianmarco De Francisci Morales|Matteo Riondato
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Reinforcement Learning for Quantitative Trading.
Shuo Sun|Rundong Wang|Bo An
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Toward Balancing the Efficiency and Effectiveness in k-Facility Relocation Problem.
Hu Wang|Hui Li|Meng Wang|Jiangtao Cui
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Customer Volume Prediction Using Fusion of Shared-private Dynamic Weighting over Multiple Modalities.
Wenshan Wang|Su Yang|Weishan Zhang
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Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers' Spatial-Temporal Behaviors.
Haomin Wen|Youfang Lin|Fan Wu|Huaiyu Wan|Zhongxiang Sun|Tianyue Cai|Hongyu Liu|Shengnan Guo|Jianbin Zheng|Chao Song|Lixia Wu
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Modeling Within-Basket Auxiliary Item Recommendation with Matchability and Ubiquity.
En Xu|Zhiwen Yu|Zhuo Sun|Bin Guo|Lina Yao
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Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation.
Wun-Ting Yang|Chiao-Ting Chen|Chuan-Yun Sang|Szu-Hao Huang
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Hybrid Representation and Decision Fusion towards Visual-textual Sentiment.
Chunyong Yin|Sun Zhang|Qingkui Zeng
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Ontology-Based Driving Simulation for Traffic Lights Optimization.
Amirhossein Zaji|Zheng Liu|Takashi Bando|Lihua Zhao

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2023 Volume 14 Issue 4

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Joint Latent Space and Label Inference Estimation with Adaptive Fused Data and Label Graphs.
Abdullah Baradaaji|Fadi Dornaika
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Graph Neural Rough Differential Equations for Traffic Forecasting.
Jeongwhan Choi|Noseong Park
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Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning.
Yujia Gao|Pengfei Wang|Liang Liu|Chi Zhang|Huadong Ma
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Real-time Road Network Optimization with Coordinated Reinforcement Learning.
Udesh Gunarathna|Hairuo Xie|Egemen Tanin|Shanika Karunasekera|Renata Borovica-Gajic
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Federated Clique Percolation for Privacy-preserving Overlapping Community Detection.
Kun Guo|Wenzhong Guo|Enjie Ye|Yutong Fang|Jiachen Zheng|Ximeng Liu|Kai Chen
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Dual Graph Convolution Architecture Search for Travel Time Estimation.
Guangyin Jin|Huan Yan|Fuxian Li|Yong Li|Jincai Huang
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Deep Learning Inferencing with High-performance Hardware Accelerators.
Luke Kljucaric|Alan D. George
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You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior.
Tong Li|Yong Li|Mingyang Zhang|Sasu Tarkoma|Pan Hui
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COMET: Convolutional Dimension Interaction for Collaborative Filtering.
Zhuoyi Lin|Lei Feng|Xingzhi Guo|Yu Zhang|Rui Yin|Chee Keong Kwoh|Chi Xu
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UrbanKG: An Urban Knowledge Graph System.
Yu Liu|Jingtao Ding|Yanjie Fu|Yong Li
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Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison.
Tianying Liu|Lu Zhang|Yang Wang|Jihong Guan|Yanwei Fu|Jiajia Zhao|Shuigeng Zhou
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Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.
Tong Li|Yanxin Xi|Huandong Wang|Yong Li|Sasu Tarkoma|Pan Hui
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Data-Aware Declarative Process Mining with SAT.
Fabrizio Maria Maggi|Andrea Marrella|Fabio Patrizi|Vasyl Skydanienko
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Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach.
Yanhang Shi|Xue Li|Siguang Chen
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MC2: Unsupervised Multiple Social Network Alignment.
Li Sun|Zhongbao Zhang|Gen Li|Pengxin Ji|Sen Su|Philip S. Yu
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Towards Query-Efficient Black-Box Attacks: A Universal Dual Transferability-Based Framework.
Tao Xiang|Hangcheng Liu|Shangwei Guo|Yan Gan|Wenjian He|Xiaofeng Liao
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Contrastive Learning Models for Sentence Representations.
Lingling Xu|Haoran Xie|Zongxi Li|Fu Lee Wang|Weiming Wang|Qing Li
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HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction.
Hanchen Yang|Wengen Li|Siyun Hou|Jihong Guan|Shuigeng Zhou
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Noise-aware Local Model Training Mechanism for Federated Learning.
Jinghui Zhang|Dingyang Lv|Qiangsheng Dai|Fa Xin|Fang Dong

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2023 Volume 14 Issue 5

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DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification.
Kuan-Chun Chen|Cheng-Te Li|Kuo-Jung Lee
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Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment!
Bangchao Deng|Dingqi Yang|Bingqing Qu|Benjamin Fankhauser|Philippe Cudré-Mauroux
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Neural Architectures for Feature Embedding in Person Re-Identification: A Comparative View.
Javier Domínguez-Martín|María José Gómez-Silva|Arturo de la Escalera
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The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks.
Sofie Goethals|Kenneth Sörensen|David Martens
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Disease Simulation in Airport Scenario Based on Individual Mobility Model.
Zhenyu Han|Siran Ma|Changzheng Gao|Erzhuo Shao|Yulai Xie|Yang Zhang|Lu Geng|Yong Li
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Fairness in Recommendation: Foundations, Methods, and Applications.
Yunqi Li|Hanxiong Chen|Shuyuan Xu|Yingqiang Ge|Juntao Tan|Shuchang Liu|Yongfeng Zhang
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A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction.
Qibin Li|Nianmin Yao|Nai Zhou|Jian Zhao|Yanan Zhang
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Reinforcement Learning for Adaptive Video Compressive Sensing.
Sidi Lu|Xin Yuan|Aggelos K. Katsaggelos|Weisong Shi
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Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives.
Eddy Maddalena|Luis-Daniel Ibáñez|Neal Reeves|Elena Simperl
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Argument Schemes and a Dialogue System for Explainable Planning.
Quratul-ain Mahesar|Simon Parsons
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Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions.
Vincenzo Moscato|Marco Postiglione|Giancarlo Sperlí
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ReuseKNN: Neighborhood Reuse for Differentially Private KNN-Based Recommendations.
Peter Müllner|Elisabeth Lex|Markus Schedl|Dominik Kowald
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Discovering Causes of Traffic Congestion via Deep Transfer Clustering.
Mudan Wang|Yuan Yuan|Huan Yan|Hongjie Sui|Fan Zuo|Yue Liu|Yong Li|Depeng Jin
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Causal Feature Selection in the Presence of Sample Selection Bias.
Shuai Yang|Xianjie Guo|Kui Yu|Xiaoling Huang|Tingting Jiang|Jin He|Lichuan Gu
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Obfuscating the Dataset: Impacts and Applications.
Guangsheng Yu|Xu Wang|Caijun Sun|Ping Yu|Wei Ni|Ren Ping Liu
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Multi-agent Reinforcement Learning-based Adaptive Heterogeneous DAG Scheduling.
Anastasia Zhadan|Alexander Allahverdyan|Ivan Kondratov|Vikenty Mikheev|Ovanes L. Petrosian|Aleksei Romanovskii|Vitaliy Kharin
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Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment.
Tianxiang Zhao|Dongsheng Luo|Xiang Zhang|Suhang Wang
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Local Self-attention-based Hybrid Multiple Instance Learning for Partial Spoof Speech Detection.
Yupeng Zhu|Yanxiang Chen|Zuxing Zhao|Xueliang Liu|Jinlin Guo
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Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining.
Yanqiao Zhu|Yichen Xu|Feng Yu|Qiang Liu|Shu Wu

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2023 Volume 14 Issue 6

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STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots.
Bolei Chen|Yongzheng Cui|Ping Zhong|Wang Yang|Yixiong Liang|Jianxin Wang
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Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding.
Chin Wang Cheong|Kejing Yin|William K. Cheung|Benjamin C. M. Fung|Jonathan Poon
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Meaning-Sensitive Text Data Augmentation with Intelligent Masking.
Buddhika Kasthuriarachchy|Madhu Chetty|Adrian Shatte|Darren Walls
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Learning Privacy-Preserving Embeddings for Image Data to Be Published.
Chu-Chen Li|Cheng-Te Li|Shou-De Lin
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Multi-aspect Understanding with Cooperative Graph Attention Networks for Medical Dialogue Information Extraction.
Rui Lin|Jing Fan|Haifeng Wu
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GNN-based Advanced Feature Integration for ICS Anomaly Detection.
Shuaiyi L(y)u|Kai Wang|Yuliang Wei|Hongri Liu|Qilin Fan|Bailing Wang
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Performing Cancer Diagnosis via an Isoform Expression Ranking-based LSTM Model.
Oscar Gabriel Reyes Pupo|Eduardo Pérez
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Adversarial Attacks on Deep Reinforcement Learning-based Traffic Signal Control Systems with Colluding Vehicles.
Ao Qu|Yihong Tang|Wei Ma
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A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification.
Babak Rokh|Ali Azarpeyvand|Alireza Khanteymoori
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What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction.
Heli Sun|Chen Cao|Xuguang Chu|Tingting Hu|Junzhi Lu|Liang He|Zhi Wang|Hui He|Hui Xiong
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"Intelligent Heuristics Are the Future of Computing".
Shang-Hua Teng
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Memory Network-Based Interpreter of User Preferences in Content-Aware Recommender Systems.
Nhu-Thuat Tran|Hady W. Lauw
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Unifying Gradients to Improve Real-World Robustness for Deep Networks.
Yingwen Wu|Sizhe Chen|Kun Fang|Xiaolin Huang
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A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs.
Ronghui Xu|Weiming Huang|Jun Zhao|Meng Chen|Liqiang Nie
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Dynamic Weights and Prior Reward in Policy Fusion for Compound Agent Learning.
Meng Xu|Yechao She|Yang Jin|Jianping Wang
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Attention-guided Adversarial Attack for Video Object Segmentation.
Rui Yao|Ying Chen|Yong Zhou|Fuyuan Hu|Jiaqi Zhao|Bing Liu|Zhiwen Shao
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Trading Off Privacy, Utility, and Efficiency in Federated Learning.
Xiaojin Zhang|Yan Kang|Kai Chen|Lixin Fan|Qiang Yang
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Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation.
Yihao Zhang|Chu Zhao|Weiwen Liao|Wei Zhou|Meng Yuan
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Learning with Euler Collaborative Representation for Robust Pattern Analysis.
Jianhang Zhou|Guan-Cheng Wang|Shaoning Zeng|Bob Zhang