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ACM Transactions on Intelligent Systems and Technology, Volume 16
Volume 16, Number 1, February 2025
- Lina Yao

, Julian J. McAuley
, Xianzhi Wang
, Dietmar Jannach
:
Special Issue on Responsible Recommender Systems Part 2. 1:1-1:3 - Yuying Zhao

, Yu Wang
, Yunchao Liu
, Xueqi Cheng
, Charu C. Aggarwal
, Tyler Derr
:
Fairness and Diversity in Recommender Systems: A Survey. 2:1-2:28 - Aris Anagnostopoulos

, Luca Becchetti
, Matteo Böhm
, Adriano Fazzone
, Stefano Leonardi
, Cristina Menghini
, Chris Schwiegelshohn
:
Fair Projections as a Means toward Balanced Recommendations. 3:1-3:32 - Chao Yan

, Weiyi Zhong
, Dengshuai Zhai
, Arif Ali Khan
, Wenwen Gong
, Yanwei Xu
, Baogui Xin
:
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation. 4:1-4:18 - Chenhao Zhang

, Weitong Chen
, Wei Zhang
, Miao Xu
:
Mitigating the Impact of Inaccurate Feedback in Dynamic Learning-to-Rank: A Study of Overlooked Interesting Items. 5:1-5:26 - Giacomo Medda

, Francesco Fabbri
, Mirko Marras
, Ludovico Boratto
, Gianni Fenu
:
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning. 6:1-6:26 - Lucas Möller

, Sebastian Padó
:
Explaining Neural News Recommendation with Attributions onto Reading Histories. 7:1-7:25 - Hao Liao

, Shuo Wang
, Hao Cheng
, Wei Zhang
, Jiwei Zhang
, Mingyang Zhou
, Kezhong Lu
, Rui Mao
, Xing Xie
:
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning. 8:1-8:24 - Haojie Zhuang

, Wei Zhang
, Weitong Chen
, Jian Yang
, Quan Z. Sheng
:
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation. 9:1-9:23 - Peter Carragher

, Evan M. Williams
, Kathleen M. Carley
:
Misinformation Resilient Search Rankings with Webgraph-Based Interventions. 10:1-10:27 - Shanshan Ye

, Jie Lu
:
Robust Recommender Systems with Rating Flip Noise. 11:1-11:19 - Suleyman Uslu

, Davinder Kaur
, Samuel J. Rivera
, Arjan Durresi
, Meghna Babbar-Sebens
, Jenna H. Tilt
:
A Trustworthy and Responsible Decision-Making Framework for Resource Management in Food-Energy-Water Nexus: A Control-Theoretical Approach. 12:1-12:29 - Hongliang Sun

, Zhiying Tu
, Dianbo Sui
, Bolin Zhang
, Xiaofei Xu
:
A Federated Social Recommendation Approach with Enhanced Hypergraph Neural Network. 13:1-13:23 - Thirasara Ariyarathna

, Meisam Mohommady
, Hye-young Paik
, Salil S. Kanhere
:
DeepSneak: User GPS Trajectory Reconstruction from Federated Route Recommendation Models. 14:1-14:22 - Jennifer Golbeck

:
Recommender System-Induced Eating Disorder Relapse: Harmful Content and the Challenges of Responsible Recommendation. 15:1-15:13
- Alessandro Fabris

, Nina Baranowska
, Matthew J. Dennis
, David Graus
, Philipp Hacker
, Jorge Saldivar
, Frederik J. Zuiderveen Borgesius
, Asia J. Biega
:
Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey. 16:1-16:54
- Lokendra Birla

, Trishna Saikia
, Puneet Gupta
:
AVENUE: A Novel Deepfake Detection Method Based on Temporal Convolutional Network and rPPG Information. 17:1-17:16 - Yihong Zhang

, Takahiro Hara
:
Extracting Political Interest Model from Interaction Data Based on Novel Word-level Bias Assignment. 18:1-18:21 - Jihoon Ko

, Shinhwan Kang
, Taehyung Kwon
, Heechan Moon
, Kijung Shin
:
BeGin: Extensive Benchmark Scenarios and an Easy-to-use Framework for Graph Continual Learning. 19:1-19:22 - Sophie Fleischmann

, Simon Dietz
, Julian Shanbhag
, Annika Wuensch
, Marlies Nitschke
, Jörg Miehling
, Sandro Wartzack
, Sigrid Leyendecker
, Bjoern M. Eskofier
, Anne D. Koelewijn
:
Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach. 20:1-20:19 - Gennaro Auricchio

, Jun Liu
, Qun Ma
, Jie Zhang
:
Edge Manipulations for the Maximum Vertex-Weighted Bipartite b-matching. 21:1-21:26 - Megha Thukral

, Harish Haresamudram
, Thomas Plötz
:
Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition. 22:1-22:35 - Junpei Tokunaga

, Yuki Kikukawa
, Hiroyuki Ebara
, Naonori Ueda
:
Fast and Accurate Evacuation Planning Algorithm with Bayesian Optimization. 23:1-23:21 - Cuiying Huo

, Dongxiao He
, Yawen Li
, Di Jin
, Jianwu Dang
, Witold Pedrycz
, Lingfei Wu
, Weixiong Zhang
:
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning. 24:1-24:21 - Genan Dai

, Weiyang Kong
, Yubao Liu
, Bowen Zhang
, Xiaojiang Peng
, Xiaomao Fan
, Hu Huang
:
Tucker Decomposition-Enhanced Dynamic Graph Convolutional Networks for Crowd Flows Prediction. 25:1-25:19
Volume 16, Number 2, April 2025
- Kamal Taha

:
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey. 26:1-26:75 - Cristiano Mesquita Garcia

, Ramon Abílio
, Alessandro Lameiras Koerich
, Alceu de Souza Britto Jr.
, Jean Paul Barddal
:
Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review. 27:1-27:67
- Vinayak Gupta

, Srikanta Bedathur
, Abir De
:
Retrieving Continuous-Time Event Sequences Using Neural Temporal Point Processes with Learnable Hashing. 28:1-28:23 - Zhongping Zhang

, Daoheng Liu
, Jinwei Zhu
, Youxi Wu
:
Unsupervised Outlier Detection with Reinforced Noise Discriminator. 29:1-29:26 - Wout Schellaert

, Fernando Martínez-Plumed
, José Hernández-Orallo:
Analysing the Predictability of Language Model Performance. 30:1-30:26 - Yujuan Sun

, Xing Huang
, Yanfang Cui
, Junyu Dong
, Xiaofeng Zhang
, Tao Yao
:
An Underwater Imaging Generative Adversarial Network by Simulating the Mechanism of Light Propagation in Water. 31:1-31:18 - Jungwoo Huh

, Jiwoo Kang
, Jongwook Woo
, Sanghoon Lee
:
A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video Anonymization. 32:1-32:24 - Sara Ghane

, Stef Jacobs
, Thomas Huybrechts
, Peter Hellinckx
, Siegfried Mercelis
, Ivan Verhaert
, Erik Mannens
:
Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems. 33:1-33:31 - Yang Wei

, Shuo Chen
, Shanshan Ye
, Bo Han
, Chen Gong
:
Robust Learning under Hybrid Noise. 34:1-34:27 - Qingbo Zhang

, Xiaochun Yang
, Hao Chen
, Bin Wang
, Zhu Sun
, Xiangmin Zhou
:
Adaptive Intention Learning for Session-Based Recommendation. 35:1-35:26 - Amir Samadi

, Konstantinos Koufos
, Kurt Debattista
, Mehrdad Dianati
:
Counterfactual Explainer for Deep Reinforcement Learning Models using Policy Distillation. 36:1-36:22 - Nanxu Gong

, Wangyang Ying
, Dongjie Wang
, Yanjie Fu
:
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. 37:1-37:21 - Oguzhan Ozcelik

, Cagri Toraman
, Fazli Can
:
Detecting Misinformation on Social Media using Community Insights and Contrastive Learning. 38:1-38:27 - Pei-En Li

, Yao-Hua Ho
:
Predicting the Occurrence of Respiratory Diseases Based on Campus Indoor Air Quality. 39:1-39:22 - Chunyang Bi

, Mingnuo Teng
, Tianhao Xie
, Kun Li
, Jingyu Yang
:
JASRNet: Learning Joint Adaptive Sampling and Reconstruction for Depth Sensing. 40:1-40:23 - Chang Wei

, Wengen Li
, Yichao Zhang
, Jihong Guan
, Shuigeng Zhou
:
MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction. 41:1-41:22 - Zhida Qin

, Wenhao Xue
, Lu Zheng
, Xiaoying Gan
, Hongqiu Wu
, Haiming Jin
, Luoyi Fu
:
Cost-aware Best Arm Identification in Stochastic Bandits. 42:1-42:28 - Ke-Jia Chen

, Wenhui Mu
, Zulong Liu
, Zheng Liu
:
SAug: Structural Imbalance Aware Augmentation for Graph Neural Networks. 43:1-43:22 - Yu Fan

, Xinjiang Lu
, Hao Liu
, Pengfei Wang
, Liang Liu
, Huadong Ma
, Jingbo Zhou
:
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective. 44:1-44:24 - Simone Papicchio

, Paolo Papotti
, Luca Cagliero
:
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data. 45:1-45:26 - Ran Wang

, Hua Zuo
, Zhen Fang
, Jie Lu
:
Integrated Image-Text Augmentation for Few-Shot Learning in Vision-Language Models. 46:1-46:19 - Trung-Hieu Le

, Shih-Chia Huang
, Quoc-Viet Hoang
, Zdenek Lokaj
, Zhihui Lu
:
Amalgamating Knowledge for Object Detection in Rainy Weather Conditions. 47:1-47:20 - Zhaohui Wei

, Lizi Liao
, Xinguang Xiang
, Xiaoyu Du
:
Enriching Responses with Crowd-Sourced Knowledge for Task-Oriented Conversational Agents. 48:1-48:24 - Meng Chen

, Zechen Li
, Hongwei Jia
, Xin Shao
, Jun Zhao
, Qiang Gao
, Min Yang
, Yilong Yin
:
MGRL4RE: A Multi-Graph Representation Learning Approach for Urban Region Embedding. 49:1-49:23
Volume 16, Number 3, June 2025
- Hanjia Lyu

, Jinfa Huang
, Daoan Zhang
, Yongsheng Yu
, Xinyi Mou
, Jinsheng Pan
, Zhengyuan Yang
, Zhongyu Wei
, Jiebo Luo
:
GPT-4V(ision) as A Social Media Analysis Engine. 50:1-50:54 - Shuyuan Xu

, Jianchao Ji
, Yunqi Li
, Yingqiang Ge
, Juntao Tan
, Yongfeng Zhang
:
Causal Inference for Recommendation: Foundations, Methods, and Applications. 51:1-51:51
- Junho Shin

, Younghoon Lee
:
Improving the Summarization Effectiveness of Abstractive Datasets through Contrastive Learning. 52:1-52:15 - Na Chen

, Ping Li
, Jincheng Huang
, Kai Zhang
:
Denoising Structure against Adversarial Attacks on Graph Representation Learning. 53:1-53:23 - Pei-Xuan Li

, Hsun-Ping Hsieh
:
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor. 54:1-54:20 - Akshat Mangal

, Santosh Singh Rathore
:
ATE-FS: An Average Treatment Effect-Based Feature Selection Technique for Software Fault Prediction. 55:1-55:28 - Ashly Ann Jo

, Ebin Deni Raj
, Jayakrushna Sahoo
:
Efficiency and Performance Optimization in Large Language Models through IB Fine-Tuning. 56:1-56:23 - Jayant Vyas

, Jayesh Budhwani
, Debasis Das
:
PRO-MTL: Parameterized Route Optimization Using Multi-Task Learning. 57:1-57:23 - Ruichao Yang

, Jing Ma
, Wei Gao
, Hongzhan Lin
:
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information. 58:1-58:27 - Siyu Wang

, Xiaocong Chen
, Lina Yao
:
Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning-Based Recommendation Systems. 59:1-59:20 - Ching Chang

, Wei-Yao Wang
, Wen-Chih Peng
, Tien-Fu Chen
:
LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters. 60:1-60:20 - Yu Liu

, Quanming Yao
, Yong Li
:
Modeling N-ary Relational Knowledge Bases with Tensor Decomposition. 61:1-61:29 - Diego Corrêa da Silva

, Dietmar Jannach
, Frederico Araújo Durão
:
Considering Time and Feature Entropy in Calibrated Recommendations. 62:1-62:29 - Tannishtha Devgun

, Rahul Saha
, Gulshan Kumar
, Mauro Conti
:
PIN: Application-Level Consensus for Blockchain-Based Artificial Intelligence Frameworks. 63:1-63:25 - Wenhui Meng

, Jiayi Xie
, Jing Yi
, Yaochen Zhu
, Zhenzhong Chen
:
Disentangling User Interest and Geographical Context for POI Recommendations. 64:1-64:19 - Zihan Hu

, Jiuxiang You
, Zhenguo Yang
, Xiaoping Li
, Haoran Xie
, Qing Li
, Wenyin Liu
:
A Multi-Hop Graph Reasoning Network for Knowledge-Based VQA. 65:1-65:23 - Xin Sun

, Yongqing Mi
, Hongao Li
:
Enhancing Aspect Sentiment Classification with Dual-Channel Graph Convolutional Network. 66:1-66:17 - Roberto Pietrantuono

, Stefano Russo
:
Automatic Generation of Plausible Co-Occurring Causes for Effects Explanation or Prediction. 67:1-67:31 - Antonio Marino

, Claudio Pacchierotti
, Paolo Robuffo Giordano
:
A Gated Graph Neural Network Approach to Fast-Convergent Dynamic Average Estimation. 68:1-68:18 - Ciyuan Peng

, Huafei Huang
, Tianqi Guo
, Chengxuan Meng
, Jingjing Zhou
, Wenhong Zhao
, Ruwan B. Tennakoon
, Feng Xia
:
Joint Structural-Functional Brain Graph Transformer. 69:1-69:25 - Xuri Ge

, Fuhai Chen
, Songpei Xu
, Fuxiang Tao
, Jie Wang
, Joemon M. Jose
:
Hire: Hybrid-Modal Interaction with Multiple Relational Enhancements for Image-Text Matching. 70:1-70:23 - Seungyeon Lee

, Ruoqi Liu
, Wenyu Song
, Lang Li
, Ping Zhang
:
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification. 71:1-71:23 - Jinxiao Fan

, Pengfei Wang
, Liang Liu
, Huadong Ma
:
Self-Optimizing Teacher and Auto-Matching Student Framework for Change-Point Representation Learning in Time Series Forecasting. 72:1-72:25 - Li-Wei Chang

, Cheng-Te Li
, Chun-Pai Yang
, Shou-de Lin
:
Learning on Missing Tabular Data: Attention with Self-Supervision, Not Imputation, Is All You Need. 73:1-73:24
Volume 16, Number 4, August 2025
- Wenda Shi

, Waikeung Wong
, Xingxing Zou
:
Generative AI in Fashion: Overview. 74:1-74:73 - Maryam Hashemi

, Ali Darejeh
, Francisco Cruz
:
Understanding User Preferences in Explainable Artificial Intelligence: A Mapping Function Proposal. 75:1-75:37
- Chenglong Xu

, Peipei Song
, Shengeng Tang
, Dan Guo
, Xun Yang
:
Alleviating Confirmation Bias in Learning with Noisy Labels via Two-Network Collaboration. 76:1-76:21 - Jiayang Wu

, Wensheng Gan
, Huashen Lu
, Philip S. Yu
:
Graph Contrastive Learning on Multi-label Classification for Recommendations. 77:1-77:19 - Gabriele Civitarese

, Michele Fiori
, Priyankar Choudhary
, Claudio Bettini
:
Large Language Models Are Zero-Shot Recognizers for Activities of Daily Living. 78:1-78:32 - Salvatore Greco

, Moreno La Quatra
, Luca Cagliero
, Tania Cerquitelli
:
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications. 79:1-79:24 - Md Athikul Islam

, Edoardo Serra
, Sushil Jajodia
:
GenFighter: A Generative and Evolutive Textual Attack Removal. 80:1-80:23 - Shima Rashidi

, Ruwan B. Tennakoon
, Aref Miri Rekavandi
, Papangkorn Jessadatavornwong
, Amanda Freis
, Garret Huff
, Mark Easton
, Adrian Mouritz
, Reza Hoseinnezhad
, Alireza Bab-Hadiashar
:
IT-RUDA: Information Theory-Assisted Robust Unsupervised Domain Adaptation. 81:1-81:17 - Sixian Chan

, Xianpeng Zeng
, Zhoujian Wu
, Yu Wang
, Xiaolong Zhou
, Tinglong Tang
, Jie Hu
:
Adaptive Target-Oriented Tracking. 82:1-82:15 - Ahoud Alhazmi

, Abdulwahab Aljubairy
, Wei Emma Zhang
, Quan Z. Sheng
, Elaf Alhazmi
:
Can Interpretability of Deep Learning Models Detect Textual Adversarial Distribution? 83:1-83:24 - Ismail AlQerm

, Nuo Cheng
, Jianli Pan
:
PREUS: Proactive and Robust Edge-UAV Systems for Autonomous Monitoring in Dynamic Environments. 84:1-84:20 - Guang-Yu Zhang

, Dong Huang
, Chang-Dong Wang
:
Large-Scale Tensorized Multi-View Kernel Subspace Clustering. 85:1-85:21 - Kexing Peng

, Shihao Zhu
, Tinghuai Ma
:
STPE-MARL: Spatio-Temporal Multi-Agent Population Evolution Reinforcement Learning. 86:1-86:24 - Han Peng

, Wengen Li
, Chang Jin
, Yichao Zhang
, Jihong Guan
, Hanchen Yang
, Shuigeng Zhou
:
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction. 87:1-87:23 - Pham Minh Thu Do

, Jie Lu
, Qian Zhang
, Guangquan Zhang
:
A Federated Graph Neural Network with Differential Privacy for Cross-domain Recommender Systems. 88:1-88:25 - Fouad Trad

, Ali Chehab
:
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models versus Fine-Tuned Vision Transformers in Image-Based Security Applications. 89:1-89:22 - Zhen Xiao

, Xueliang Liu
, Jinlin Guo
, Jun He
, Richang Hong
, Meng Wang
:
Talking-DiSSM: Enhancing Temporal Consistency in Talking Face Video Generation with Bidirectional SSMs. 90:1-90:18 - Baofeng Zhu

, Wanjun Cheng
, Xia Zhang
, Jiren Liu
:
Integrated Hybrid Transformer and Multi-Receptive Feature Extraction Mechanism for Electrocardiogram Denoising Using Score-Based Diffusion Model. 91:1-91:24 - Shichao Liang

, Wen Wen
, Yali Feng
, Ruichu Cai
, Zhifeng Hao
:
Modeling Multi-Seasonal Multi-Behavior Dependency for Temporal Recommendation. 92:1-92:23 - Alex Martinez

, Federico Cinus
, Francesco Bonchi
, Jordi Vitrià
:
Optimizing Reachability in Graph-Based Recommender Systems. 93:1-93:23 - Roey Bokobza

, Yisroel Mirsky
:
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks. 94:1-94:23 - Pablo Sánchez

, Alejandro Bellogín
:
Smart Imputation, Better Recommendations: Improving Traditional Point-of-Interest Recommendation through Data Augmentation. 95:1-95:35
- Yan Kang

, Tao Fan
, Hanlin Gu
, Xiaojin Zhang
, Lixin Fan
, Qiang Yang:
Grounding Foundation Models through Federated Transfer Learning: A General Framework. 96:1-96:54 - Kebing Jin

, Hankz Hankui Zhuo
:
Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge. 97:1-97:37

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