The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

Follow

Submissions from 2020

PDF

Enhancing cellular communications for UAVs via intelligent reflective surface, Dong MA, Ming DING, and Mahbub HASSAN Conference Proceeding Article

PDF

Hierarchical multiagent reinforcement learning for maritime traffic management, Arambam James SINGH, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

PDF

Hierarchical reinforcement learning with integrated discovery of salient subgoals, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

PDF

JPLink: On linking jobs to vocational interest types, Amila SILVA, Pei Chi LO, and Ee-peng LIM Conference Proceeding Article

PDF

Learning discriminative neural sentiment units for semi-supervised target-level sentiment classification, Jingjing ZHAO, Yao YANG, Guansong PANG, Lei LV, Hong SHANG, Zhongqian SUN, and Wei YANG Conference Proceeding Article

PDF

Learning expensive coordination: An event-based deep RL approach, Runsheng YU, Xinrun WANG, Rundong WANG, Youzhi ZHANG, Bo AN, Zhen Yu SHI, and Hanjiang LAI Conference Proceeding Article

PDF

MemLock: Memory usage guided fuzzing, Cheng WEN, Haijun WANG, Yuekang LI, Shengchao QIN, Yang LIU, Zhiwu XU, Hongxu CHEN, Xiaofei XIE, Geguang PU, and Ting LIU Conference Proceeding Article

PDF

Multiplex memory network for collaborative filtering, Xunqiang JIANG, Binbin HU, Yuan FANG, and Chuan SHI Conference Proceeding Article

PDF

Platform pricing with strategic buyers: The impact of future production cost, Mei LIN, Xiajun Amy PAN, and Quan ZHENG Journal Article

PDF

PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting, Zhuoran MA, Jianfeng MA, Yinbin MIAO, Kim-Kwang Raymond CHOO, Ximeng LIU, Xiangyu WANG, and Tengfei YANG Journal Article

PDF

POSIT: Simultaneously tagging natural and programming languages, Profir-Petru PÂRȚACHI, Santanu DASH, Christoph TREUDE, and Earl T. BARR Conference Proceeding Article

PDF

RankBooster: Visual analysis of ranking predictions, Abishek PURI, Bon Kyung KU, Yong WANG, and Huamin QU Conference Paper

PDF

Retrofitting embeddings for unsupervised user identity linkage, Tao ZHOU, Ee-peng LIM, Roy Ka-Wei LEE, Feida ZHU, and Jiuxin CAO Conference Proceeding Article

PDF

Robust graph learning from noisy data, Zhao KANG, Haiqi PAN, Steven C. H. HOI, and Zenglin XU Journal Article

PDF

Route choice behaviour and travel information in a congested network: Static and dynamic recursive models, Giselle de Moraes RAMOS, Tien MAI, Winnie DAAMEN, and Emma FREJINGER Journal Article

PDF

Semantic understanding of smart contracts: Executable operational semantics of solidity, Jiao JIAO, Shuanglong KAN, Shang Wei LIN, David SANAN, Yang LIU, and Jun SUN Conference Proceeding Article

PDF

Short-term repositioning for empty vehicles on ride-sourcing platforms, Hai WANG and Zhengli WANG Conference Proceeding Article

PDF

StarHopper: A touch interface for remote object-centric drone navigation, Jiannan LI, Ravin BALAKRISHNAN, and Tovi GROSSMAN Conference Proceeding Article

PDF

Symbolic verification of message passing interface programs, Hengbiao YU, Zhenbang CHEN, Xianjin FU, Ji WANG, Zhendong SU, Jun SUN, Chun HUANG, and Wei DONG Conference Proceeding Article

PDF

The future of work now: Cyber threat attribution at FireEye, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article

PDF

Towards characterizing adversarial defects of deep learning software from the lens of uncertainty, Xiyue ZHANG, Xiaofei XIE, Lei MA, Xiaoning DU, Qiang HU, Yang LIU, Jianjun ZHAO, and Meng SUN Conference Proceeding Article

PDF

“Trust Me, I Have a Ph.D.”: A propensity score analysis on the halo effect of disclosing one's offline social status in online communities, Kunwoo PARK, Haewoon KWAK, Hyunho SONG, and Meeyoung. CHA Conference Proceeding Article

PDF

Typestate-guided fuzzer for discovering use-after-free vulnerabilities, Haijun WANG, Xiaofei XIE, Yi LI, Cheng WEN, Yuekang LI, Yang LIU, Shengchao QIN, Hongxu CHEN, and Yulei SUI Conference Proceeding Article

PDF

Values of artificial intelligence in marketing, Yingrui XI and Keng SIAU Conference Proceeding Article

PDF

Who and when to screen: Multi-round active screening for network recurrent infectious diseases under uncertainty, Han-Ching OU, Arunesh SINHA, Sze-Chuan SUEN, Andrew PERRAULT, Alpan RAVAL, and Milind TAMBE Conference Proceeding Article

Why do people watch others eat food? An empirical study on the motivations and practices of mukbang viewers, Laurensia ANJANI, Terrance MOK, Anthony TANG, Lora OEHLBERG, and Wooi Boon GOH Conference Proceeding Article

WiFi-based indoor robot positioning using deep fuzzy forests, Le ZHANG, CHEN Zhenghua, CUI Wei, LI Bing, CHEN Cen, Zhiguang CAO, and GAO Kaizhou Journal Article

PDF

A cue adaptive decoder for controllable neural response generation, Weichao WANG, Shi FENG, Wei GAO, Daling WANG, and Yifei ZHANG Conference Proceeding Article

PDF

A generalized formal semantic framework for smart contracts, Jiao JIAO, Shang-Wei LIN, and Jun SUN Conference Proceeding Article

PDF

A new construction for linkable secret handshake, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Nan LI, Guomin YANG, and Zheng YANG Journal Article

PDF

Are these comments triggering? Predicting triggers of toxicity in online discussions, Hind Almerekhi, Haewoon KWAK, Joni SALMINEN, and Bernard J. JANSEN Conference Proceeding Article

PDF

Artificial intelligence (AI) ethics: Ethics of AI and ethical AI, Keng SIAU and Weiyu WANG Journal Article

PDF

Attribute-based cloud data integrity auditing for secure outsourced storage, Yong YU, Yannan LI, Bo YANG, Willy SUSILO, Guomin YANG, and Jian BAI Journal Article

PDF

Designing a smart Internet of Things solution for point of use water filtration management system in residential, commercial and public settings, Tristan LIM, Hwee-Pink TAN, Chin Sin ONG, Rahul BELANI, and Siddhant S. K. AGRAWAL Journal Article

PDF

DFSeer: A visual analytics approach to facilitate model selection for demand forecasting, Dong SUN, Zezheng FENG, Yuanzhe CHEN, Yong WANG, Jia ZENG, Mingxuan YUAN, Ting-Chuen PONG, and Huamin QU Conference Proceeding Article

PDF

Differentially private online task assignment in spatial crowdsourcing: A tree-based approach, Qian TAO, Yongxin TONG, Zimu ZHOU, Yexuan SHI, Lei CHEN, and Ke XU Conference Proceeding Article

PDF

Energy-efficient distance-bounding with residual charge computation, Yunhui ZHUANG, Anjia YANG, Gerhard HANCKE, Duncan S. WONG, and Guomin YANG Journal Article

PDF

Google summer of code: Student motivations and contributions, Jefferson O. SILVA, Igor Scaliante WIESE, Daniel M. GERMÁN, Christoph TREUDE, Marco Aurélio GEROSA, and Igor STEINMACHER Journal Article

PDF

How to and how much? Teaching ethics in an interaction design course, Bimlesh WADHWA, Eng Lieh OUH, and Benjamin GAN Conference Paper

PDF

Identity-based encryption transformation for flexible sharing of encrypted data in public cloud, Robert H. DENG, Zheng QIN, Qianhong WU, Zhenyu GUAN, Robert H. DENG, Yujue WANG, and Yunya ZHOU Journal Article

PDF

Improving neural relation extraction with implicit mutual relations, Jun KUANG, Yixin CAO, Jianbing ZHENG, Xiangnan HE, Ming GAO, and Aoying ZHOU Conference Proceeding Article

PDF

Incorporating a reverse logistics scheme in a vehicle routing problem with cross-docking network: A modelling approach, Audrey Tedja WIDJAJA, Aldy GUNAWAN, Panca JODIAWAN, and Vincent F. YU Conference Proceeding Article

PDF

Leakage-resilient biometric-based remote user authentication with fuzzy extractors, Yangguang TIAN, Yingjiu LI, Binanda SENGUPTA, Nan LI, and Chunhua SU Journal Article

PDF

MapTransfer: Urban air quality map generation for downscaled sensor deployments, Yun CHENG, Xiaoxi HE, Zimu ZHOU, and Lothar THIELE Conference Proceeding Article

PDF

On the Robustness of Cascade Diffusion under Node Attacks, Alvis LOGINS, Yuchen LI, and Panagiotis KARRAS Conference Proceeding Article

PDF

On the security of LWE cryptosystem against subversion attacks, Zhichao YANG, Rongmao CHEN, Chao LI, Longjiang QU, and Guomin YANG Journal Article

PDF

Poster abstract: Data communication using switchable privacy glass, Changshuo HU, Dong MA, Mahbub HASSAN, and Wen HU Conference Proceeding Article

PDF

Predictive task assignment in spatial crowdsourcing: A data-driven approach, Yan ZHAO, Kai ZHENG, Yue CUI, Han SU, Feida ZHU, and Xiaofang ZHOU Conference Proceeding Article

PDF

Privacy-preserving outsourced support vector machine design for secure drug discovery, Ximeng LIU, Robert H. DENG, Kim-Kwang Raymond CHOO, and Yang YANG Journal Article

PDF

RecipeGPT: Generative pre-training based cooking recipe generation and evaluation system, Helena Huey Chong LEE, Ke SHU, Palakorn ACHANANUPARP, Philips Kokoh PRASETYO, Yue LIU, Ee-peng LIM, and Lav R. VARSHNEY Conference Proceeding Article

PDF

Reinforced negative sampling over knowledge graph for recommendation, Xiang WANG, Yaokun XU, Xiangnan HE, Yixin CAO, Meng WANG, and Tat-Seng CHUA Conference Proceeding Article

PDF

Review-guided helpful answer identification in e-commerce, Wenxuan ZHANG, Wai LAM, Yang DENG, and Jing MA Conference Proceeding Article

PDF

Statistical modeling of harassment against Reddit moderators, Hamad Bin Khalifa University and Haewoon KWAK Conference Proceeding Article

PDF

Techniques to visualize occluded graph elements for 2.5D map editing, Kazuyuki FUJITA, Daigo HAYASHI, Kotaro HARA, Kazuki TAKASHIMA, and Yoshifumi KITAMURA Conference Proceeding Article

PDF

Two can play that game: An adversarial evaluation of a cyber-alert inspection system, Ankit SHAH, Arunesh SINHA, Rajesh GANESAN, Sushil JAJODIA, and Hasan CAM Journal Article

PDF

Understanding the relation between repeat developer interactions and bug resolution times in large open source ecosystems: A multisystem study, Subhajit DATTA, Reshma ROYCHOUDHURI, and Subhashis MAJUMDER Journal Article

PDF

VoiceCoach: Interactive evidence-based training for voice modulation skills in public speaking, Xingbo WANG, Haipeng ZENG, Yong WANG, Aoyu WU, Zhida SUN, Xiaojuan MA, and QU Huamin Conference Proceeding Article

Decision theory for network security: Active sensing for detection and prevention of data exfiltration, Sara MC CARTHY, Arunesh SINHA, Milind TAMBE, and Pratyusa K. MANADHATA Book Chapter

PDF

An empirical study on correlation between coverage and robustness for deep neural networks, Yizhen DONG, Peixin ZHANG, Jingyi WANG, Shuang LIU, Jun SUN, Jianye HAO, Xinyu WANG, Li WANG, Jinsong DONG, and Ting DAI Conference Proceeding Article

PDF

Automated synthesis of local time requirement for service composition, Étienne ANDRÉ, Tian Huat TAN, Manman CHEN, Shuang LIU, Jun SUN, Yang LIU, and Jin Song DONG Journal Article

PDF

Automatic verification of multi-threaded programs by inference of rely-guarantee specifications, Xuan-Bach LE, David SANAN, Jun SUN, and Shang-Wei LIN Conference Proceeding Article

PDF

Capacitor-based activity sensing for kinetic-powered wearable IoTs, Guohao LAN, Dong MA, Weitao XU, Mahbub HASSAN, and Wen HU Journal Article

Deep pixel-level matching via attention for video co-segmentation, Junliang LI, Hon-Cheng WONG, Shengfeng HE, Sio-Long LO, Guifang ZHANG, and Wenxiao WANG Journal Article

PDF

Detecting fake news in social media: An Asia-Pacific perspective, Meeyoung CHA, Wei GAO, and Cheng-Te LI Journal Article

PDF

Feature agglomeration networks for single stage face detection, Jialiang ZHANG, Xiongwei WU, Steven C. H. HOI, and Jianke ZHU Journal Article

PDF

HeartQuake: Accurate low-cost non-invasive ECG monitoring using bed-mounted geophones, Jaeyeon PARK, Hyeon CHO, Rajesh Krishna BALAN, and JeongGil KO Journal Article

PDF

IFIX: Fixing concurrency bugs while they are introduced, Zan WANG, Haichi WANG, Shuang LIU, Jun SUN, Haoyu WANG, and Junjie CHEN Conference Proceeding Article

PDF

Learning fault models of cyber physical systems, Teck Ping KHOO, Jun SUN, and Sudipta CHATTOPADHYAY Conference Proceeding Article

PDF

Light structure from pin motion: Geometric point light source calibration, Hiroaki SANTO, Michael WAECHTER, Wen-yan LIN, Yusuke SUGANO, and Yasuyuki MATSUSHITA Journal Article

PDF

PokeME: Applying context-driven notifications to increase worker engagement in mobile crowd-sourcing, Thivya KANDAPPU, Abhinav MEHROTRA, Archan MISRA, Mirco MUSOLESI, Shih-Fen CHENG, and Lakmal Buddika MEEGAHAPOLA Conference Proceeding Article

PDF

Predicting student performance in interactive online question pools using mouse interaction features, Huan WEI, Haotian LI, Meng XIA, Yong WANG, and Huamin QU Conference Proceeding Article

PDF

Privacy-preserving data processing with flexible access control, Wenxiu DING, Zheng YAN, and Robert H. DENG Journal Article

PDF

S2N2: An interpretive semantic structure attention neural network for trajectory classification, Canghong JIN, Ting TAO, Xianzhe LUO, Zemin LIU, and Minghui WU Journal Article

PDF

Securing bring-your-own-device (BYOD) programming exams, Oka KURNIAWAN, Norman LEE, and Christopher M. POSKITT Conference Proceeding Article

PDF

Space efficient revocable IBE for mobile devices in cloud computing, Baodong QIN, Ximeng LIU, Zhuo WEI, and Dong ZHENG Journal Article

PDF

The search for optimal oxygen saturation targets in critically ill: Patients observational data from large ICU databases, Willem VAN DEN BOOM, Michael HOY, Jagadish SANKARAN, Mengru LIU, Haroun CHAHED, Mengling FENG, and Kay Choong SEE Journal Article

PDF

The spatial optimization and evaluation of the economic, ecological, and social value of urban green space in Shenzhen, Yuhan YU, Wenting ZHANG, Peihong FU, Wei HUANG, Keke LI, and Kai CAO Journal Article

PDF

Towards k-vertex connected component discovery from large networks, Li YUAN, Guoren WANG, Yuhai ZHAO, and Feida ZHU Journal Article

PDF

Understanding Wikipedia as a resource for opportunistic learning of computing concepts, Martin P. ROBILLARD and Christoph TREUDE Conference Proceeding Article

PDF

Using reinforcement learning to minimize the probability of delay occurrence in transportation, Zhiguang CAO, Hongliang Guo, Wen Song, Kaizhou Gao, Zhengghua Chen, Le Zhang, and Xuexi Zhang Journal Article

PDF

Vehicle routing problem for multi-product cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Benjamin GAN, Vincent F. YU, and Panca JODIAWAN Conference Proceeding Article

PDF

W8-Scope: Fine-grained, practical monitoring of weight stack-based exercises, Meeralakshmi RADHAKRISHNAN, Archan MISRA, and Rajesh Krishna BALAN Conference Proceeding Article

PDF

When the bank comes to you: Branch network and customer omnichannel banking behavior, Mi ZHOU, Dan GENG, Vibhanshu ABHISHEK, and Beibei LI Journal Article

PDF

Analysis of blockchain protocol against static adversarial miners corrupted by long delay attackers, Quan YUAN, Puwen WEI, Keting JIA, and Haiyang XUE Journal Article

PDF

Are the code snippets what we are searching for? A benchmark and an empirical study on code search with natural-language queries, Shuhan YAN, Hang YU, Yuting CHEN, and Beijun SHEN Edited Conference Proceeding

PDF

AUSearch: Accurate API usage search in Github repositories with type resolution, Muhammad Hilmi ASYROFI, Ferdian THUNG, David LO, and Lingxiao JIANG Conference Proceeding Article

PDF

Automated deprecated-API usage update for Android apps: How far are we?, Ferdian THUNG, Stefanus AGUS HARYONO, Lucas SERRANO, Gilles MULLER, Julia LAWALL, David LO, and Lingxiao JIANG Conference Proceeding Article

PDF

Bounding regret in empirical games, Steven JECMEN, Arunesh SINHA, Zun LI, and Long TRAN-THANH Conference Proceeding Article

PDF

Deepbindiff: Learning program-wide code representations for binary diffing, Yue DUAN, Xuezixiang LI, Jinghan WANG, Wang, and Heng YIN Conference Proceeding Article

PDF

Deepdualmapper: A gated fusion network for automatic map extraction using aerial images and trajectories, Hao WU, Hanyuan ZHANG, Xinyu ZHANG, Weiwei SUN, Baihua ZHENG, and Yuning JIANG Conference Proceeding Article

PDF

Distinguishing similar design pattern instances through temporal behavior analysis, Renhao XIONG, David LO, and Bixin LI Conference Proceeding Article

PDF

Does reputational sanctions deter negligence in information security management? A field quasi-experiment, Qian TANG and Andrew B. WHINSTON Journal Article

PDF

Essential sentences for navigating Stack Overflow answers, Sarah NADI and Christoph TREUDE Conference Proceeding Article

PDF

Example-based colourization via dense encoding pyramids, Chufeng XIAO, Chu HAN, Zhuming ZHANG, Jing QIN, Tien-Tsin WONG, Guoqiang HAN, and Shengfeng HE Journal Article

PDF

Example-based colourization via dense encoding pyramids, Chufeng XIAO, Chu HAN, Zhuming ZHANG, Jing QIN, Tien-Tsin WONG, Guoqiang HAN, and Shengfeng HE Journal Article

PDF

Five challenges in cloud-enabled intelligence and control, Tarek ABDELZAHER, Yifan HAO, Kasthuri JAYARAJAH, Archan MISRA, Per SKARIN, Shuochao YAO, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, and Karl-Erik ARZEN Journal Article

PDF

GDFace: Gated deformation for multi-view face image synthesis, Xuemiao XU, Keke LI, Cheng XU, and Shengfeng HE Conference Proceeding Article

PDF

Generating realistic stock market order streams, Junyi LI, Xintong WANG, Yaoyang LIN, Arunesh SINHA, and Michael P. WELLMAN Conference Proceeding Article

PDF

Image enhanced event detection in news articles, Meihan TONG, Shuai WANG, Yixin CAO, Bin XU, Juaizi LI, Lei HOU, and Tat-Seng CHUA Conference Proceeding Article

PDF

Interpretable rumor detection in microblogs by attending to user interactions, Ling Min Serena KHOO, Hai Leong CHIEU, Zhong QIAN, and Jing JIANG Conference Proceeding Article