Submissions from 2023
Lightweight and non-invasive user authentication on earables, Changshuo HU, Xiao MA, Dong MA, and Ting DANG Conference Proceeding Article
MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks, Jiaying LIU, Feng XIA, Jing REN, Bo XU, Guansong PANG, and Lianhua CHI Journal Article
Mitigating popularity bias for users and items with fairness-centric adaptive recommendation, Zhongzhou LIU, Yuan FANG, and Min WU Journal Article
On generalized degree fairness in graph neural networks, Zemin LIU, Trung Kien NGUYEN, and Yuan FANG Conference Proceeding Article
Online hyperparameter optimization for class-incremental learning, Yaoyao LIU, Yingying LI, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article
Planning and learning for Non-Markovian negative side effects using finite state controllers, Aishwarya SRIVASTAVA, Sandhya Saisubramanian, Praveen Paruchuri, Akshat KUMAR, and Shlomo Zilberstein Conference Proceeding Article
Pose- and Attribute-consistent Person Image Synthesis, Cheng XU, Zejun CHEN, Jiajie MAI, Xuemiao XU, and Shengfeng HE Journal Article
Quantization-aware interval bound propagation for training certifiably robust quantized neural networks, Mathias LECHNER, Dorde ZIKELIC, Krishnendu CHATTERJEE, A. Thomas HENZINGER, and Daniela RUS Conference Proceeding Article
Real-time hierarchical map segmentation for coordinating multi-robot exploration, Tianze LUO, Zichen CHEN, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article
Safe delivery of critical services in areas with volatile security situation via a Stackelberg game approach, Tien MAI and Arunesh SINHA Conference Proceeding Article
Scalable and globally optimal generalized L1 K-center clustering via constraint generation in mixed integer linear programming, Aravinth CHEMBU, Scott SANNER, Hassan KHURRAM, and Akshat KUMAR Conference Proceeding Article
Scalable and globally optimal generalized L1 K-center clustering via constraint generation in mixed integer linear programming, Aravinth CHEMBU, Scott SANNER, Hassan KHURRAN, and Akshat KUMAR Conference Proceeding Article
Solving large-scale pursuit-evasion games using pre-trained strategies, Shuxin LI, Xinrun WANG, Youzhi ZHANG, Wanqi XUE, Jakub CERNY, and Bo AN Conference Proceeding Article
The gender wage gap in an online labor market: The cost of interruptions, Abi ADAMS-PRASSL, Kotaro HARA, Kristy MILLAND, and Chris CALLISON-BURCH Journal Article
Web APIs: Features, issues, and expectations: A large-scale empirical study of web APIs from two publicly accessible registries using Stack Overflow and a user survey, Neng ZHANG, Ying ZOU, Xin XIA, David LO, David LO, and Shanping LI Journal Article
Formalizing UML state machines for automated verification: A survey, Andre ETIENE, Shuang LIU, Yang LIU, Christine CHOPPY, Jun SUN, and Jinsong DONG Journal Article
Learning invariant and uniformly distributed feature space for multi-view generation?, Yuqin LU, Jiangzhong CAO, Shengfeng HE, Jiangtao GUO, Qiliang ZHOU, and Qingyun DAI Journal Article
The impact of the COVID-19 pandemic on retrenchment, vaccinations, and global happiness, Wei Shen Jackson NG, Jullisha SASIKUMAR, Yok Hung WONG, Osama Rasheed KHAN, Zhi Hui Vivian NG, Sahar AL-SUDANI, Huaqun GUO, Zhiyuan ZHANG, and Zhengkui WANG Conference Proceeding Article
Credit default swaps and borrowers' real earnings management: Evidence from credit default swap initiation, Yuxuan WANG, Ruirui FANG, Nan HU, and Rong HUANG Journal Article
Accountable and fine-grained controllable rewriting in blockchains, Shengmin XU, Xinyi HUANG, Jiaming YUAN, Yingjiu LI, and Robert H. DENG Journal Article
Achieving high MAP-coverage through pattern constraint reduction, Yingquan ZHAO, Zan WANG, Shuang LIU, Jun SUN, Junjie CHEN, and Xiang CHEN Journal Article
A diversity-enhanced memetic algorithm for solving electric vehicle routing problems with time windows and mixed backhauls, Jianhua XIAO, Jingguo DU, Zhiguang CAO, Xingyi ZHANG, and Yunyun NIU Journal Article
Analytics-enabled authentic assessment design approach for digital education, Tristan LIM, Swapna GOTTIPATI, Michelle L. F. CHEONG, Jun Wei NG, and Christopher PANG Journal Article
Anchorage: Visual Analysis of Satisfaction in Customer Service Videos Via Anchor Events, Kam Kwai WONG, Xingbo WANG, Yong WANG, Jianben HE, Rong ZHANG, and Huamin QU Journal Article
A secure and robust knowledge transfer framework via stratified-causality distribution adjustment in intelligent collaborative services, Ju JIA, Siqi MA, Lina WANG, Yang LIU, and Robert H. DENG Journal Article
A secure EMR sharing system with tamper resistance and expressive access control, Shengmin XU, Jianting NING, Yingjiu LI, Yinghui ZHANG, Guowen XU, Xinyi HUANG, and Robert H. DENG Journal Article
Aspect sentiment triplet extraction incorporating syntactic constituency parsing tree and commonsense knowledge graph, Zhenda HU, Zhaoxia WANG, Yinglin WANG, and Ah-hwee TAN Journal Article
Augmenting fake content detection in online platforms: A domain adaptive transfer learning via adversarial training approach, Ka Chung NG, Ping Fan KE, Mike K. P. SO, and Kar Yan TAM Journal Article
Authenticable data analytics over encrypted data in the cloud, Lanxing CHEN, Yi MU, Lingfang ZENG, Fatemah REZAEIBAGHA, and Robert H. DENG Journal Article
Automatic detection and analysis towards malicious behavior in IoT malware, Sen LI, Mengmeng GE, Ruitao FENG, Xiaohong LI, and Kwok Yan LAM Conference Proceeding Article
Causal interventional training for image recognition, Wei QIN, Hanwang ZHANG, Richang HONG, Ee-Peng LIM, and Qianru SUN Journal Article
Champions for social good: How can we discover social sentiment and attitude-driven patterns in prosocial communication?, Raghava Rao MUKKAMALA, Robert J. KAUFFMAN, and Helle Zinner HENRIKSEN Journal Article
Contextual Path Retrieval: A contextual entity relation embedding-based approach, Pei-chi LO and Ee-peng LIM Journal Article
Coordinating multi-party vehicle routing with location congestion via iterative best response, Waldy JOE and Hoong Chuin LAU Journal Article
CrowdFA: A privacy-preserving mobile crowdsensing paradigm via federated analytics, Bowen ZHAO, Xiaoguo LI, Ximeng LIU, Qingqi PEI, Yingjiu LI, and Robert H. DENG Journal Article
Dashboard design mining and recommendation, Yanna LIN, Haotian LI, Aoyu WU, Yong WANG, and Huamin QU Journal Article
Demonstrating multi-modal human instruction comprehension with AR smart glass, Mudiyanselage Dulanga Kaveesha WEERAKOON, Vigneshwaran SUBBARAJU, Tuan TRAN, and Archan MISRA Conference Proceeding Article
Dual-view preference learning for adaptive recommendation, Zhongzhou LIU, Yuan FANG, and Min WU Journal Article
Efficient approximate range aggregation over large-scale spatial data federation, Yexuan SHI, Yongxin TONG, Yuxiang ZENG, Zimu ZHOU, Bolin DING, and Lei CHEN Journal Article
EL-VIT: Probing vision transformer with interactive visualization, Hong ZHOU, Rui ZHANG, Peifeng LAI, Chaoran GUO, Yong WANG, Zhida SUN, and Junjie LI Conference Proceeding Article
GraphSearchNet: Enhancing GNNs via capturing global dependencies for semantic code search, Shangqing LIU, Xiaofei XIE, Jjingkai SIOW, Lei MA, Guozhu MENG, and Yang LIU Journal Article
How to find actionable static analysis warnings: A case study with FindBugs, Rahul YEDIDA, Hong Jin KANG, Huy TU, Xueqi YANG, David LO, and Tim MENZIES Journal Article
Human-centred artificial intelligence in the banking sector, Krishnaraj Arul OBUCHETTIAR and Alan @ Ali MADJELISI MEGARGEL Journal Article
I know what you are searching for: Code snippet recommendation from Stack Overflow posts, Zhipeng GAO, Xin XIA, David LO, John C. GRUNDY, Xindong ZHANG, and Zhenchang XING Journal Article
Intelligent adaptive gossip-based broadcast protocol for UAV-MEC using multi-agent deep reinforcement learning, Zen REN; Xinghua LI; Yinbin MIAO; Zhuowen LI; Zihao WANG; Mengyao ZHU; Ximeng LIU; and DENG, Robert H. Journal Article
Invalidator: Automated patch correctness assessment via semantic and syntactic reasoning, Tranh LE-CONG, Duc Minh LUONG, Xuan Bach D. LE, David LO, Nhat-Hoa TRAN, Bui QUANG-HUY, and Quyet-Thang HUYNH Journal Article
Is a pretrained model the answer to situational awareness detection on social media?, Siaw Ling LO, Kahhe LEE, and Yuhao ZHANG Conference Proceeding Article
Just-In-Time obsolete comment detection and update, Zhongxin LIU, Xin XIA, David LO, Meng YAN, and Shangping LI Journal Article
Learning analytics in informal, participatory collaborative learning, Michelle L. F. CHEONG, Aditya SINGH, Yun-Chen CHEN, and Bing Tian DAI Book Chapter
Learning feature embedding refiner for solving vehicle routing problems, Jingwen LI, Yining MA, Zhiguang CAO, Yaoxin WU, Wen SONG, Jie ZHANG, and Yeow Meng CHEE Journal Article
Learning large neighborhood search for vehicle routing in airport ground handling, Jianan ZHOU, Yaoxin WU, Zhiguang CAO, Wen SONG, Jie ZHANG, and Zhenghua CHEN Journal Article
Locality-aware tail node embeddings on homogeneous and heterogeneous networks, Zemin LIU, Yuan FANG, Wentao ZHANG, Xinming ZHANG, and Steven C. H. HOI Journal Article
Monadic second-order incorrectness logic for GP 2, Christopher M. POSKITT and Detlef PLUMP Journal Article
Neighbor-anchoring adversarial graph neural networks, Zemin LIU, Yuan FANG, Yong LIU, and Vincent W. ZHENG Journal Article
Neighborhood retail amenities and taxi trip behavior: A natural experiment in Singapore, Kwan Ok LEE and Shih-Fen CHENG Journal Article
OpenSE: Efficient verifiable searchable encryption with access and search pattern hidden for Cloud-IoT, Yunbo YANG, Yiwei HU, Xiaolei DONG, Jiachen SHEN, Zhenfu CAO, Guomin YANG, and Robert H. DENG Journal Article
Quantifying stranded assets of the coal-fired power in China under the Paris Agreement target, Weirong ZHANG, Yiou ZHOU, Zhen GONG, Junjie KANG, Changhong ZHAO, Zhixu MENG, Jian ZHANG, Tao ZHANG, and Jiahai YUAN Journal Article
QuantumEyes: Towards a better interpretability of quantum circuits, Shaolun RUAN, Yong WANG, Paul Robert GRIFFIN, and Qiang GUAN Journal Article
Ranked keyword search over encrypted cloud data through machine learning method, Yinbin MIAO, Wei ZHENG, Xiaohua JIA, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Reinforcement learning enhanced PicHunter for interactive search, Zhixin MA, Jiaxin WU, Weixiong LOO, and Chong-wah NGO Conference Proceeding Article
REKS: Role-based Encrypted Keyword Search with enhanced access control for outsourced cloud data, Yibin MIAO, Feng LI, Xiaohua JIA, Huaxiong WANG, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Relational and technological assessment of CRM providers: A multifactor study, Craig C. CLAYBAUGH, Iris REYCHAV, and Fiona Fui-hoon NAH Journal Article
Relation preserving triplet mining for stabilising the triplet loss in re-identification systems, Adhiraj GHOSH, Kuruparan SHANMUGALINGAM, and Wen-yan LIN Conference Proceeding Article
SeqAdver: Automatic payload construction and injection in sequence-based Android adversarial attack, Fei ZHANG, Ruitao FENG, Xiaofei XIE, Xiaohong LI, and Lianshuan SHI Conference Proceeding Article
Seven pillars for the future of Artificial Intelligence, Erik CAMBRIA, Rui MAO, Melvin CHEN, Zhaoxia WANG, and Seng-Beng HO Journal Article
SleepMore: Inferring sleep duration at scale via multi-device WiFi sensing, Camellia ZAKARIA, Gizem YILMAZ, Priyanka MAMMEN, Michael CHEE, Prashant SHENOY, and Rajesh Krishna BALAN Journal Article
Taurus: Towards a Unified Force Representation and Universal Solver for Graph Layout, Mingliang XUE, Zhi WANG, Fahai ZHONG, Yong WANG, Mingliang XU, Oliver DEUSSEN, and Yunhai WANG Journal Article
T-counter: Trustworthy and efficient CPU resource measurement using SGX in the cloud, Chuntao DONG, Qingni SHEN, Xuhua DING, Daoqing YU, Wu LUO, Pengfei WU, and Zhonghai WU Journal Article
The three-sided market of on-demand delivery, S. BAHRAMI, M. NOURINEJAD, Y. YIN, and Hai WANG Journal Article
VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing, Shaolun RUAN, Yong WANG, Weiwen JIANG, Ying MAO, and Qiang GUAN Journal Article
Verifiable, fair and privacy-preserving broadcast authorization for flexible data sharing in clouds, Jianfei SUN, Guowen XU, Tianwei ZHANG, Xuehan YANG, Mamoun ALAZAB, and Robert H. DENG Journal Article
VerifyTL: Secure and Verifiable Collaborative Transfer Learning, Zhuoran MA, Jianfeng MA, Yinbin MIAO, Ximeng LIU, Wei ZHENG, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Submissions from 2022
Personalized recommendation and balancing content generation and content usage on two-sided entertainment platforms, Hao ZHANG, Zhiling GUO, and Mingzheng WANG Conference Proceeding Article
Semi-supervised new slot discovery with incremental clustering, Yuxia WU, Lizi LIAO, Xuemin QIAN, and Tat-Seng CHUA Conference Proceeding Article
Assessment design for digital education: An analytics-based authentic assessment approach, LIM MING SOON TRISTAN, GOTTIPATI Swapna, Michelle L. F. CHEONG, Christopher PANG, and Jun Wei NG Conference Proceeding Article
Internship and curriculum development for post-graduate analytics students: A case study on Master of IT in Business Programme in Singapore Management University, Yanru GUO and Michelle L. F. CHEONG Conference Proceeding Article
Innovative and effective spreadsheet tool for learning sentiment analysis and prediction, Michelle L. F. CHEONG and Yun-Chen CHEN Conference Proceeding Article
A logistic regression and linear programming approach for multi-skill staffing optimization in call centers, Thuy Anh TA, Tien MAI, Fabian BASTIN, and Pierre l'ECUYER Conference Proceeding Article
An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis, Qing LI, Guansong PANG, and Mingsheng SHANG Journal Article
AP-coach: Formative feedback generation for learning introductory programming concepts, Nguyen Binh Duong TA, Lwin Khin SHAR, and Venky SHANKARARAMAN Conference Proceeding Article
Appearance-preserved portrait-to-anime translation via proxy-guided domain adaptation, Wenpeng XIAO, Cheng XU, Jiajie MAI, Xuemiao XU, Yue LI, Chengze LI, Xueting LIU, and Shengfeng HE Journal Article
A recommendation on how to teach K-means in introductory analytics courses, Manoj THULASIDAS Conference Proceeding Article
A unified dialogue user simulator for few-shot data augmentation, Dazhen WAN, Zheng ZHANG, Qi ZHU, Lizi LIAO, and Minlie HUANG Conference Proceeding Article
Authentic assessments for digital education: Learning technologies shaping assessment practices, Tristan LIM, Swapna GOTTIPATI, and Michelle L. F. CHEONG Conference Proceeding Article
Bank error in whose favor? A case study of decentralized finance misgovernance, Ping Fan KE and Ka Chung Boris NG Conference Proceeding Article
BEER: Fast O(1/T) rate for decentralized nonconvex optimization with communication compression, Haoyu ZHAO, Boyue LI, Zhize LI, Peter RICHTARIK, and Yuejie CHI Conference Proceeding Article
BiasFinder: Metamorphic test generation to uncover bias for sentiment analysis systems, Muhammad Hilmi ASYROFI, Zhou YANG, IMAM NUR BANI YUSUF, Hong Jin KANG, Thung Ferdian, and David LO Journal Article
Cold calls to enhance class participation and student engagement, Manoj THULASIDAS and Aldy GUNAWAN Conference Proceeding Article
ConReader: Exploring implicit relations in contracts for contract clause extraction, Weiwen XU, Yang DENG, Wenqiang LEI, Wenlong ZHAO, Tat-Seng CHUA, and Wai LAM Conference Proceeding Article
Conversation disentanglement with bi-level contrastive learning, Chengyu HUANG, Zheng ZHANG, Hao FEI, and Lizi LIAO Conference Proceeding Article
Coresets for vertical federated learning: Regularized linear regression and k-means clustering, Lingxiao HUANG, Zhize LI, Jialin SUN, and Haoyu ZHAO Conference Proceeding Article
Curiosity-driven and victim-aware adversarial policies, Chen GONG, Zhou YANG, Yunpeng BAI, Jieke SHI, Arunesh SINHA, Bowen XU, David LO, Xinwen HOU, and Guoliang FAN Conference Proceeding Article
Deep just-in-time defect localization, Fangcheng QIU, Zhipeng GAO, Xin XIA, David LO, John GRUNDY, and Xinyu WANG Journal Article
DialogConv: A lightweight fully convolutional network for multi-view response selection, Yongkang LIU, Shi FENG, Wei GAO, Daling WANG, and Yifei ZHANG Conference Proceeding Article
Differentiated security architecture for secure and efficient infotainment data communication in IoV networks, Jiani FAN, Lwin Khin SHAR, Jiale GUO, Wenzhuo YANG, Dusit NIYATO, and Kwok-Yan LAM Conference Proceeding Article
DronLomaly: Runtime detection of anomalous drone behaviors via log analysis and deep learning, Lwin Khin SHAR, Wei MINN, Nguyen Binh Duong TA, Jianli FAN, Lingxiao JIANG, and Daniel Wai Kiat LIM Conference Proceeding Article
End-to-end hierarchical reinforcement learning with integrated subgoal discovery, Shubham PATERIA, Budhitama SUBAGDJA, Ah-hwee TAN, and Chai QUEK Journal Article
Examining the impact of citation network embeddedness on crowdsourced idea refinement: the moderating role of idea breadth and depth, Vincent Z. W. MACK, Yimei ZHOU, and Qian TANG Conference Proceeding Article
Gamified online industry learning platform for teaching of foundational computing skills, Yi Meng LAU, Rafael Jose BARROS BARRIOS, GOTTIPATI Swapna, and Kyong Jin SHIM Conference Proceeding Article
How developers engineer test cases: An observational study, Maurício ANICHE, Christoph TREUDE, and Andy ZAIDMAN Journal Article