Skip to main content

Research Collection School Of Computing and Information Systems

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.

Submissions from 2019 2019

VitaMon: Measuring heart rate variability using smartphone front camera, Sinh HUYNH, Rajesh Krishna BALAN, JeongGil KO, and Youngki LEE Conference Proceeding Article

When players affect target values: Modeling and solving dynamic partially observable security games, Xinrun WANG, Milind TAMBE, Branislav BOSANKY, and Bo AN Conference Proceeding Article

Wuji: Automatic online combat game testing using evolutionary deep reinforcement learning, Yan ZHENG, Xiaofei XIE, Ting SU, Lei MA, Jianye HAO, Zhaopeng MENG, Yang LIU, Ruimin SHEN, Yingfeng CHEN, and Changjie FAN Conference Proceeding Article

Concolic testing heap-manipulating programs, Long H. PHAM, Quang LOC LE, Quoc-Sang PHAN, and Jun SUN Conference Paper

Automatic fashion knowledge extraction from social media, Yunshan MA, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article

Automatic fashion knowledge extraction from social media, Yunshan MA, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article

Cognitive and social interaction analysis in graduate discussion forums, Mallika GOKARN NITIN, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article

Collaborative online ranking algorithms for multitask learning, Guangxia LI, Peilin ZHAO, Tao MEI, Peng YANG, Yulong SHEN, Julian K. Y. CHANG, and Steven C. H. HOI Journal Article

Comprehending test code: An empirical study, Chak Shun YU, Christoph TREUDE, and Maurício ANICHE Conference Proceeding Article

Deep hashing by discriminating hard examples, Cheng YAN, Guansong PANG, Xiao BAI, Chunhua SHEN, Jun ZHOU, and Edwin HANCOCK Conference Proceeding Article

Detecting cyberattacks in industrial control systems using online learning algorithms, Guangxia LI, Yulong SHEN, Peilin ZHAO, Xiao LU, Jia LIU, Yangyang LIU, and Steven C. H. HOI Journal Article

Duplicate pull request detection: When time matters, Qingye WANG, Bowen XU, Xin XIA, Ting WANG, and Shanping LI Conference Proceeding Article

End-to-end deep reinforcement learning for multi-agent collaborative exploration, Zichen CHEN, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

Enhancing symbolic execution of heap-based programs with separation logic for test input generation, Long H. PHAM, Quang LOC LE, Quoc-Sang PHAN, Jun SUN, and Shengchao QIN Conference Paper

ESDRA: An efficient and secure distributed remote attestation scheme for IoT swarms, Boyu KUANG, Anmin FU, Shui YU, Guomin YANG, Mang SU, and Yuqing ZHANG Journal Article

Evaluation of Sigfox LPWAN for sensor-enabled homes to identify at risk community dwelling seniors, Crys TAN and Hwee-pink TAN Conference Proceeding Article

Explaining regressions via alignment slicing and mending, Haijun WANG, Yun LIN, Zijiang YANG, Jun SUN, Yang LIU, Jinsong DONG, Qinghua ZHENG, and Ting LIU Journal Article

Fusion of multimodal embeddings for ad-hoc video search, Danny FRANCIS, Phuong Anh NGUYEN, Benoit HUET, and Chong-wah NGO Conference Proceeding Article

Generic construction of ElGamal-type attribute-based encryption schemes with revocability and dual-policy, Shengmin XU, Yinghui ZHANG, Yingjiu LI, Ximeng LIU, and Guomin YANG Conference Proceeding Article

Inferring accurate bus trajectories from noisy estimated arrival time records, Lakmal MEEGAHAPOLA, Noel ATHAIDE, Kasthuri JAYARAJAH, Shili XIANG, and Archan MISRA Conference Proceeding Article

Knowledge base question answering with a matching-aggregation model and question-specific contextual relations, Yunshi LAN, Shuohang WANG, and Jing JIANG Journal Article

LiveForen: Ensuring live forensic integrity in the cloud, Anyi LIU, Huirong FU, Yuan HONG, Jigang LIU, and Yingjiu LI Journal Article

Mixed-dish recognition with contextual relation networks, Lixi DENG, Jingjing CHEN, Qianru SUN, Xiangnan HE, Sheng TANG, Zhaoyan MING, Yongdong ZHANG, and Tat-Seng CHUA Conference Proceeding Article

Multi-agent collaborative exploration through graph-based deep reinforcement learning, Tianze LUO, Budhitama SUBAGDJA, Ah-hwee TAN, and Ah-Hwee TAN Conference Proceeding Article

Multi-label thoracic disease image classification with cross-attention networks, Congbo MA, Hu WANG, and Steven C. H. HOI Conference Proceeding Article

New challenges in display-saturated environments, Mateusz Andrzej MIKUSZ, Tsu Wei Kenny CHOO, Rajesh Krishna BALAN, Nigel DAVIES, and Youngki LEE Journal Article

Nonuniform timeslicing of dynamic graphs based on visual complexity, Yong WANG, Daniel ARCHAMBAULT, Hammad HALEEM, Torsten MOELLER, Yanhong WU, and Huamin QU Conference Proceeding Article

On analysing supply and demand in labor markets: Framework, model and system, Hendrik Santoso SUGIARTO, Ee-peng LIM, and Ngak Leng SIM Conference Proceeding Article

Parametric timed model checking for guaranteeing timed opacity, Étienne ANDRÉ and Jun SUN Conference Proceeding Article

Semi-supervised deep quantization for cross-modal search, Xin WANG, Wenwu ZHU, and Chenghao LIU Conference Proceeding Article

SIEVE: Helping developers sift wheat from chaff via cross-platform analysis, Agus SULISTYA, Gede A. A. P. PRANA, David LO, and Christoph TREUDE Journal Article

SmartBFA: A passive crowdsourcing system for point-to-point barrier-free access, Mohammed Nazir KAMALDIN, Susan KEE, Songwei KONG, Chengkai LEE, Huiguang LIANG, Alisha SAINI, Hwee-pink TAN, and Hwee Xian TAN Conference Proceeding Article

SmartEmbed: A tool for clone and bug detection in smart contracts through structural code embedding, Zhipeng GAO, Magalle Hewa Vinoj Yasanga JAYASUNDARA, Lingxiao JIANG, Xin XIA, David LO, and John C. GRUNDY Conference Proceeding Article

SolarGest: Ubiquitous and battery-free gesture recognition using solar cells, Dong MA, Guohao LAN, Mahbub HASSAN, Wen HU, B. Mushfika UPAMA, Ashraf UDDIN, YOUSEEF, and Moustafa Conference Proceeding Article

Supporting software architecture maintenance by providing task-specific recommendations, Matthias GALSTER, Christoph TREUDE, and Kelly BLINCOE Conference Proceeding Article

The Vid3oC and IntVID datasets for video super resolution and quality mapping, S. KIM, G. LI, D. FUOLI, M. DANELLJAN, Zhiwu HUANG, S. GU, and R. TIMOFTE Conference Proceeding Article

Tighter security proofs for post-quantum key encapsulation mechanism in the multi-challenge setting, Zhengyu ZHANG, Puwen WEI, and Haiyang XUE Conference Proceeding Article

TopicSummary: A tool for analyzing class discussion forums using topic based summarizations, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Renjini RAMESH Conference Proceeding Article

Towards generating transformation rules without examples for Android API replacement, Ferdian THUNG, Kang Hong JIN, Lingxiao JIANG, and David LO Conference Proceeding Article

Towards generating transformation rules without examples for android API replacement, Ferdian THUNG, Hong Jin KANG, Lingxiao JIANG, and David LO Conference Proceeding Article

Tracy: A business-driven technical debt prioritization framework, Rodrigo REBOUÇAS DE ALMEIDA, Christoph TREUDE, and Uirá KULESZA Conference Proceeding Article

Weakly-supervised deep anomaly detection with pairwise relation learning, Guansong PANG, Anton Van Den HENGEL, and Chuanhua SHEN Working Paper

Who, where, and what to wear?: extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Who, where, and what to wear?: Extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Who, where, and what to wear?: extracting fashion knowledge from social media, Yunshan MA, Xun YANG, Lizi LIAO, Yixin CAO, and Tat-Seng CHUA Conference Proceeding Article

Orienteering problems: Models and algorithms for vehicle routing problems with profits, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book

Supervised generative adversarial cross-modal hashing by transferring pairwise similarities for venue discovery, Himanshu AGGARWAL, Rajiv Ratn SHAH, Suhua TANG, and Feida ZHU Conference Proceeding Article

Why reinventing the wheels? An empirical study on library reuse and re-implementation, Bowen XU, Le AN, Ferdian THUNG, Foutse KHOMH, and David LO Journal Article

A case study on automated fuzz target generation for large codebases, Matthew KELLY, Christoph TREUDE, and Alex MURRAY Conference Proceeding Article

A common approach for consumer and provider fairness in recommendations, Dimitris Sacharidis, Kyriakos MOURATIDIS, and Dimitrios Kleftogiannis Conference Proceeding Article

A lattice-based linkable ring signature supporting stealth addresses, Zhen LIU, Khoa NGUYEN, Guomin YANG, Huaxiong WANG, and Duncan S. WONG Conference Proceeding Article

Automatic generation of non-intrusive updates for third-party libraries in android applications, Yue DUAN, Lian GAO, Jie HU, and Heng YIN Conference Proceeding Article

Be sensitive and collaborative: Analyzing impact of coverage metrics in Greybox fuzzing, Jinghan WANG, Yue DUAN, Wei SONG, Heng YIN, and Chengyu SONG Conference Proceeding Article

Can earables support effective user engagement during weight-based gym exercises?, Meeralakshmi RADHAKRISHNAN and Archan MISRA Conference Proceeding Article

Confusion and information triggered by photos in persona profiles, Joni SALMINEN, Soon-gyo JUNG, Jisun AN, Haewoon KWAK, Lene NIELSEN, and Bernard J. JANSEN Journal Article

Detecting toxicity triggers in online discussions, Hamad Bin Khalifa University and Haewoon KWAK Conference Proceeding Article

Directional co-clustering, Aghiles SALAH and Mohamed NADIF Journal Article

Efficient and robust certificateless signature for data crowdsensing in cloud-assisted industrial IoT, Yinghui ZHANG, Robert H. DENG, Dong ZHENG, Jin LI, Pengfei WU, and Jin CAO Journal Article

Efficient distributed reachability querying of massive temporal graphs, Tianming ZHANG, Yunjun GAO, Chen LU, Wei GUO, Shiliang PU, Baihua ZHENG, and CHRISTIAN S. Jensen Journal Article

Efficient oblivious transfer with membership verification, Weiwei LIU, Dazhi SUN, and Yangguang TIAN Journal Article

Enhancing Python compiler error messages via Stack Overflow, Emillie THISELTON and Christoph TREUDE Conference Proceeding Article

Finding flaws from password authentication code in Android apps, Siqi MA, Elisa BERTINO, Surya NEPAL, Jianru LI, Ostry DIETHELM, Robert H. DENG, and Sanjay JHA Conference Proceeding Article

Generating expensive relationship features from cheap objects, Xiaogang WANG, Qianru SUN, Tat-Seng CHUA, and Marcelo ANG Conference Proceeding Article

Interactive hierarchical object proposals, Mingliang CHEN, Jiawei ZHANG, Shengfeng HE, Qingxiong YANG, Qing LI, and Ming-Hsuan YANG Journal Article

Lightweight fine-grained search over encrypted data in fog computing, Yinbin MIAO, Jianfeng MA, Ximeng LIU, Jian WENG, Hongwei LI, and Hui Li Journal Article

Puncturable proxy re-encryption supporting to group messaging service, Tran Viet Xuan PHUONG, Willy SUSILO, Jongkil KIM, Guomin YANG, and Dongxi LIU Conference Proceeding Article

Rotation invariant convolutions for 3D point clouds deep learning, Zhiyuan ZHANG, Binh-Son HUA, David W. ROSEN, and Sai-Kit YEUNG Conference Proceeding Article

Self-refining deep symmetry enhanced network for rain removal, Hong LIU, Hanrong YE, Xia LI, Wei SHI, Mengyuan LIU, and Qianru SUN Conference Proceeding Article

Spatio-temporal analysis and prediction of cellular traffic in metropolis, Xu WANG, Zimu ZHOU, Fu XIAO, Kai XING, Zheng YANG, Yunhao LIU, and Chunyi PENG Journal Article

Triadic closure, homophily, and reciprocation: An empirical investigation of social ties between content providers, tingting SONG, Qian TANG, and Jinghua HUANG Journal Article

Adapting BERT for target-oriented multimodal sentiment classification, Jianfei YU and Jing JIANG Conference Proceeding Article

Knowledge base question answering with topic units, Yunshi LAN, Shuohang WANG, and Jing JIANG Conference Proceeding Article

Coresets for minimum enclosing balls over sliding windows, Yanhao WANG, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

FoodAI: Food image recognition via deep learning for smart food logging, Doyen SAHOO; Hao WANG; Ke SHU; Xiongwei WU; Hung LE; Palakorn ACHANANUPARP; Ee-peng LIM; and HOI, Steven C. H. Conference Proceeding Article

Optimizing impression counts for outdoor advertising, Yipeng ZHANG, Yuchen LI, Zhifeng BAO, Songsong MO, and Ping ZHANG Conference Proceeding Article

Sentence-level evidence embedding for claim verification with hierarchical attention networks, Jing MA, Wei GAO, Shafiq JOTY, and Kam-Fai WONG Conference Proceeding Article

Adapting BERT for target-oriented multimodal sentiment classification, Jianfei YU and Jing JIANG Conference Proceeding Article

Adversarial learning on heterogeneous information networks, Binbin HU, Yuan FANG, and Chuan SHI Conference Proceeding Article

AI-fashion: Collaborative AI in the fashion industry, Y. LUO and Keng SIAU Conference Proceeding Article

An evaluation of pure spectrum-based fault localization techniques for large-scale software systems, Simon HEIDEN, Lars GRUNSKE, Timo KEHRER, Fabian KELLER, Andre VAN HOORN, Antonio FILIERI, and David LO Journal Article

AnswerBot: An answer summary generation tool based on stack overflow, Liang CAI, Haoye WANG, Bowen XU, Qiao HUANG, Xin XIA, David LO, and Zhenchang XING Conference Proceeding Article

Applications of the OP, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

A secure IoT cloud storage system with fine-grained access control and decryption key exposure resistance, Shengmin XU, Guomin YANG, Yi MU, and Ximeng LIU Journal Article

A survey on bluetooth 5.0 and mesh: New milestones of IoT, Juenjie YIN, Zheng YANG, Hao CAO, Tongtong LIU, Zimu ZHOU, and Chenshu WU Journal Article

Bidding mechanisms in graph games, Guy AVNI, Thomas A. HENZINGER, and Dorde ZIKELIC Conference Proceeding Article

BIKER: A tool for Bi-information source based API method recommendation, Liang CAI, Haoye WANG, Qiao HUANG, Xin XIA, Zhenchang XING, and David LO Conference Proceeding Article

Cerebro: Context-aware adaptive fuzzing for effective vulnerability detection, Yuekang LI, Yinxing XUE, Hongxu CHEN, Xiuheng WU, Cen ZHANG, Xiaofei XIE, Haijun WANG, and Yang LIU Conference Proceeding Article

Cold-start aware deep memory networks for multi-entity aspect-based sentiment analysis, Kaisong SONG, Wei GAO, Lujun ZHAO, Changlong SUN, and Xiaozhong LIU Conference Proceeding Article

Constructing strong designated verifier signatures from key encapsulation mechanisms, Borui GONG, Ho Man AU, and Haiyang XUE Conference Proceeding Article

Correlation-sensitive next-basket recommendation, Duc Trong LE, Hady Wirawan LAUW, and Yuan FANG Conference Proceeding Article

Creating top ranking options in the continuous option and preference space, Bo TANG, Kyriakos MOURATIDIS, Man Lung YIU, and Zhenyu CHEN Conference Proceeding Article

Data-driven decision-support for process improvement through predictions of bed occupancy rates, Kar Way TAN, Qi You NG, Francis Ngoc Hoang Long NGUYEN, and Sean Shao Wei LAM Conference Proceeding Article

Data-driven surgical duration prediction model for surgery scheduling: A case-study for a practice-feasible model in a public hospital, Kar Way TAN, Francis Ngoc Hoang Long NGUYEN, Boon Yew ANG, Jerald GAN, and Sean Shao Wei LAM Conference Proceeding Article

Decision making for improving maritime traffic safety using constraint programming, Saumya BHATNAGAR, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

Deep anomaly detection with deviation networks, Guansong PANG, Chunhua SHEN, and Anton van den HENGEL Conference Proceeding Article

DeepStellar: Model-based quantitative analysis of stateful deep learning systems, Xiaoning DU, Xiaofei XIE, Yi LI, Lei MA, Yang LIU, and Jianjun ZHAO Conference Proceeding Article

Definitions and mathematical models of single vehicle routing problems with profits, Pieter VANSTEENWEGEN and Aldy GUNAWAN Book Chapter

Deformable object tracking with gated fusion, Wenxi LIU, Yibing SONG, Dengsheng CHEN, Shengfeng HE, Yuanlong YU, Tao YAN, Gerhard P. HANCKE, and Rynson W.H. LAU Journal Article

DiffChaser: Detecting disagreements for deep neural networks, Xiaofei XIE, Lei MA, Haijun WANG, Yuekang LI, Yang LIU, and Xiaohong LI Conference Proceeding Article

Digital marketing in the artificial intelligence and machine learning age, Z. RUAN and Keng SIAU Conference Proceeding Article