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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 F. 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
Volume 15, Number 5, October 2024
- Ekaterina Gilman
Addressing Data Challenges to Drive the Transformation of Smart Cities. 88:1-88:65 - Mandar Sharma
Neural Methods for Data-to-text Generation. 89:1-89:46 - Zhor Diffallah
Teacher-Student Framework for Polyphonic Semi-supervised Sound Event Detection: Survey and Empirical Analysis. 90:1-90:44 - Lizhou Fan
A Bibliometric Review of Large Language Models Research from 2017 to 2023. 91:1-91:25 - Monika Choudhary
Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content. 92:1-92:33
- Janet Layne
Analyzing Robustness of Automatic Scientific Claim Verification Tools against Adversarial Rephrasing Attacks. 93:1-93:32 - Yash Mahajan
Privacy-Preserving and Diversity-Aware Trust-based Team Formation in Online Social Networks. 94:1-94:32 - Haoyang Bi
Model-Agnostic Adaptive Testing for Intelligent Education Systems via Meta-learned Gradient Embeddings. 95:1-95:26 - Fudan Yu
Fine-grained Courier Delivery Behavior Recovery with a Digital Twin Based Iterative Calibration Framework. 96:1-96:25 - Xuansheng Wu
DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution. 97:1-97:21 - Sichun Luo
PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training. 98:1-98:24 - Dexian Wang
DNSRF: Deep Network-based Semi-NMF Representation Framework. 99:1-99:20 - Moshe Levy
Ranking the Transferability of Adversarial Examples. 100:1-100:21 - Miaomiao Cai
Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning. 101:1-101:27 - Saleh Baghersalimi
M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems. 102:1-102:31 - Bernardo Breve
Hybrid Prompt Learning for Generating Justifications of Security Risks in Automation Rules. 103:1-103:26 - Shucun Fu
DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT. 104:1-104:28 - Aqsa Ashraf Makhdomi
Fair and Efficient Ridesharing: A Dynamic Programming-based Relocation Approach. 105:1-105:30 - Arun Sharma
Physics-Based Abnormal Trajectory Gap Detection. 106:1-106:31 - Oussama Sghaier
Libby-Novick Beta-Liouville Distribution for Enhanced Anomaly Detection in Proportional Data. 107:1-107:26 - Yan Zhuang
MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning. 108:1-108:24 - Lo Pang-Yun Ting
Online Spatial-Temporal EV Charging Scheduling with Incentive Promotion. 109:1-109:26 - Moreno La Quatra
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks. 110:1-110:38 - Te-Yu Chi
WC-SBERT: Zero-Shot Topic Classification Using SBERT and Light Self-Training on Wikipedia Categories. 111:1-111:18
Volume 15, Number 6, December 2024
- Yifei Zhang
A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges. 112:1-112:47 - Meriem Arbaoui
Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers. 113:1-113:69 - Giovanni Gabbolini
Surveying More Than Two Decades of Music Information Retrieval Research on Playlists. 114:1-114:68
- Peipei Song
Efficiently Gluing Pre-Trained Language and Vision Models for Image Captioning. 115:1-115:16 - Jingjing Wu
Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-Identification. 116:1-116:25 - Huiqun Huang
Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction. 117:1-117:26 - V. Jothi Prakash
A Unified Framework for Analyzing Textual Context and Intent in Social Media. 118:1-118:25 - Deniz Koyuncu
Adversarial Missingness Attacks on Causal Structure Learning. 119:1-119:60 - Kevin Meng
Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims. 120:1-120:25 - Yuanfeng Lian
Relation Constrained Capsule Graph Neural Networks for Non-Rigid Shape Correspondence. 121:1-121:26 - Ji Liu
Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data. 122:1-122:28 - Jiahui Gong
KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction. 123:1-123:22 - Jinhui Yi
RCCNet: A Spatial-Temporal Neural Network Model for Logistics Delivery Timely Rate Prediction. 124:1-124:21 - Marcos Maroto-Gómez
Adapting to My User, Engaging with My Robot: An Adaptive Affective Architecture for a Social Assistive Robot. 125:1-125:28 - Tariq Ahamed Ahanger
Quantum Informative Analysis in Smart Power Distribution. 126:1-126:18 - Shengjie Zhou
Multiple-Instance Learning from Pairwise Comparison Bags. 127:1-127:22 - Nguyen-Minh-Thao Phan
FastRx: Exploring Fastformer and Memory-Augmented Graph Neural Networks for Personalized Medication Recommendations. 128:1-128:21 - Hyunho Lee
User Opinion-Focused Abstractive Summarization Using Explainable Artificial Intelligence. 129:1-129:20 - Giuseppe Cascavilla
Few Images, Many Insights: Illicit Content Detection Using a Limited Number of Images. 130:1-130:26 - Jiayu Hu
An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes. 131:1-131:22 - Trung-Hoang Le
Question-Attentive Review-Level Explanation for Neural Rating Regression. 132:1-132:25 - Hanan Hussain
OptiRet-Net: An Optimized Low-Light Image Enhancement Technique for CV-Based Applications in Resource-Constrained Environments. 133:1-133:30 - Yan Kang
Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework. 134:1-134:33 - Shaowen Su
Proposal Semantic Relationship Graph Network for Temporal Action Detection. 135:1-135:24
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