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ACM Transactions on Intelligent Systems and Technology, Volume 15
Volume 15, Number 1, February 2024
- Aqsa Ashraf Makhdomi
, Iqra Altaf Gillani
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques. 1:1-1:57
- Weiqing Lu
Explicit State Representation Guided Video-based Pedestrian Attribute Recognition. 2:1-2:24 - Kun Wu
Human Pose Transfer with Augmented Disentangled Feature Consistency. 3:1-3:22 - Nicolas Bougie
Interpretable Imitation Learning with Symbolic Rewards. 4:1-4:34 - Wenyuan Yang
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring. 5:1-5:25 - Fadi Dornaika
One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution. 6:1-6:24 - Yingyan Zeng
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing. 7:1-7:26 - Taha Belkhouja
Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach. 8:1-8:24 - Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Hung Nguyen, Hongzhi Yin, Thanh Thi Nguyen, Jun H. Jo, Quoc Viet Hung Nguyen:
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining. 9:1-9:26 - Junwei Lv
Second-order Confidence Network for Early Classification of Time Series. 10:1-10:28 - Yossef Saad
Quantifying Levels of Influence and Causal Responsibility in Dynamic Decision Making Events. 11:1-11:22 - Qiang Gao
Inferring Real Mobility in Presence of Fake Check-ins Data. 12:1-12:25 - Hao Tang
Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan Services. 13:1-13:24 - Shuo Ma
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification. 14:1-14:30 - Yanzhao Wu
Hierarchical Pruning of Deep Ensembles with Focal Diversity. 15:1-15:24 - Yunchao Wang
E2Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery. 16:1-16:26 - Shengyu Chen
Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics. 17:1-17:18 - Fernando Terroso-Saenz
Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks. 18:1-18:19
- Shima Khoshraftar
A Survey on Graph Representation Learning Methods. 19:1-19:55
Volume 15, Number 2, April 2024
- Haiyan Zhao
Explainability for Large Language Models: A Survey. 20:1-20:38
- Yunke Zhang
Demand-driven Urban Facility Visit Prediction. 21:1-21:24 - Vasileios Tsouvalas
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. 22:1-22:26 - Wei Chen
T-Distributed Stochastic Neighbor Embedding for Co-Representation Learning. 23:1-23:18 - Sangwon Lee
TS-Fastformer: Fast Transformer for Time-series Forecasting. 24:1-24:20 - Eunji Lee
Explainable Product Classification for Customs. 25:1-25:24 - Ana Neacsu
EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks. 26:1-26:25 - Dana Pessach
Fairness-Driven Private Collaborative Machine Learning. 27:1-27:30 - Zhiyuan Wu
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation. 28:1-28:34 - Yuan Yuan
Generating Daily Activities with Need Dynamics. 29:1-29:28 - Meng Xu
Strengthening Cooperative Consensus in Multi-Robot Confrontation. 30:1-30:27 - Jin Han
RANGO: A Novel Deep Learning Approach to Detect Drones Disguising from Video Surveillance Systems. 31:1-31:21 - Zefang Zong
Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window. 32:1-32:19 - Jhih-Chen Liu, Chiao-Ting Chen, Chi Lee, Szu-Hao Huang:
Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System. 33:1-33:26 - Fenyu Jiang
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory. 34:1-34:25 - Chiao-Ting Chen
Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning. 35:1-35:29 - Simi Job
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning. 36:1-36:22 - Mai Hao
SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems. 37:1-37:20 - Gary Ang
Temporal Implicit Multimodal Networks for Investment and Risk Management. 38:1-38:25
Volume 15, Number 3, June 2024
- Yupeng Chang
A Survey on Evaluation of Large Language Models. 39:1-39:45 - Dylan Molho
Deep Learning in Single-cell Analysis. 40:1-40:62
- Xuri Ge
MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection. 41:1-41:20 - Qin Yang
Bayesian Strategy Networks Based Soft Actor-Critic Learning. 42:1-42:24 - S. M. Bhagya P. Samarakoon
Internal Rehearsals for a Reconfigurable Robot to Improve Area Coverage Performance. 43:1-43:17 - Bum Jun Kim
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks. 44:1-44:20 - Weidong He
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements. 45:1-45:25 - Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger Woods
CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures. 46:1-46:23 - Davor Vukadin
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation. 47:1-47:30 - Yunji Liang
Learning Cross-modality Interaction for Robust Depth Perception of Autonomous Driving. 48:1-48:26 - Vinayak Gupta
Tapestry of Time and Actions: Modeling Human Activity Sequences Using Temporal Point Process Flows. 49:1-49:27 - Jing Yi
Deconfounded Cross-modal Matching for Content-based Micro-video Background Music Recommendation. 50:1-50:25 - Chaofan Fu
MHGCN+: Multiplex Heterogeneous Graph Convolutional Network. 51:1-51:25 - Xiaojin Zhang
A Game-theoretic Framework for Privacy-preserving Federated Learning. 52:1-52:35 - Shenghai Zhong
Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization Approach. 53:1-53:24 - Jinwei Zeng
Empowering Predictive Modeling by GAN-based Causal Information Learning. 54:1-54:19 - Xiaojin Zhang
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. 55:1-55:36 - Cody Lewis
Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning. 56:1-56:30 - Saira Bano
FedCMD: A Federated Cross-modal Knowledge Distillation for Drivers' Emotion Recognition. 57:1-57:27 - Rongchang Li
Perceiving Actions via Temporal Video Frame Pairs. 58:1-58:20 - Pengyu Wang
Score-based Graph Learning for Urban Flow Prediction. 59:1-59:25 - Chance N. DeSmet
HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation. 60:1-60:21
- Cangqi Zhou
Quintuple-based Representation Learning for Bipartite Heterogeneous Networks. 61:1-61:19 - Ivan Sekulic
Analysing Utterances in LLM-Based User Simulation for Conversational Search. 62:1-62:22
Volume 15, Number 4, August 2024
- Runxuan Miao
Federated Momentum Contrastive Clustering. 63:1-63:19 - Hussein Al-Bazzaz
Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management. 64:1-64:26 - Haiyin Piao
Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning. 65:1-65:28 - Xu Chen
Robust Structure-Aware Graph-based Semi-Supervised Learning: Batch and Recursive Processing. 66:1-66:25 - Meng Jian
Counterfactual Graph Convolutional Learning for Personalized Recommendation. 67:1-67:20 - Yaochen Zhu
Deep Causal Reasoning for Recommendations. 68:1-68:25 - Lo Pang-Yun Ting
An Explore-Exploit Workload-Bounded Strategy for Rare Event Detection in Massive Energy Sensor Time Series. 69:1-69:25 - Zhuo Zhao
CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension. 70:1-70:24 - Yu-Tung Pai
Incremental Data Drifting: Evaluation Metrics, Data Generation, and Approach Comparison. 71:1-71:26
- Lina Yao
Special Issue on Responsible Recommender Systems Part 1. 72:1-72:3 - Yongsu Ahn
Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems. 73:1-73:20 - Erica Coppolillo
Balanced Quality Score: Measuring Popularity Debiasing in Recommendation. 74:1-74:27 - Paula Gómez Duran
Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach. 75:1-75:23 - Yuwen Liu
Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling. 76:1-76:17 - Zhitao Li
Decentralized Federated Recommendation with Privacy-aware Structured Client-level Graph. 77:1-77:23 - Waqar Ali
Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning. 78:1-78:24 - Tieliang Gao
A Novel Blockchain-based Responsible Recommendation System for Service Process Creation and Recommendation. 79:1-79:24 - Nan Li
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources. 80:1-80:24 - Ming Li
Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards. 81:1-81:28 - Jianghong Ma
Personalized Fashion Recommendations for Diverse Body Shapes with Contrastive Multimodal Cross-Attention Network. 82:1-82:21 - Ehsan Elahi
Knowledge Graph Enhanced Contextualized Attention-Based Network for Responsible User-Specific Recommendation. 83:1-83:24 - Shoujin Wang
Trustworthy Recommender Systems. 84:1-84:20 - Dongjin Yu
MHANER: A Multi-source Heterogeneous Graph Attention Network for Explainable Recommendation in Online Games. 85:1-85:23 - Xuhui Ren
Explicit Knowledge Graph Reasoning for Conversational Recommendation. 86:1-86:21 - Kezhi Lu
AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation. 87:1-87:26
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