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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 2022 2022

Physical adversarial attack on a robotic arm, Yifan JIA, Christopher M. POSKITT, Jun SUN, and Sudipta CHATTOPADHYAY Journal Article

Pixel-wise energy-biased abstention learning for anomaly segmentation on complex urban driving scenes, Yu TIAN, Yuyuan LIU, Guansong PANG, Fengbei LIU, Yuanhong CHEN, and Gustavo CARNEIRO Conference Proceeding Article

PROS: An efficient pattern-driven compressive sensing framework for low-power biopotential-based wearable with on-chip intelligence, Nhat PHAM, Hong JIA, Minh TRAN, Tuan DINH, Nam BUI, Young KWON, Dong MA, Phuc NGUYEN, Cecilia MASCOLO, and Tam VU Conference Proceeding Article

Quantum computing: Computational excellence for society 5.0, Paul Robert GRIFFIN, Michael BOGUSLAVSKY, Junye HUANG, Robert KAUFFMAN, and Brian R. TAN Book Chapter

QVIP: An ILP-based formal verification approach for quantized neural networks, Yedi ZHANG, Zhe ZHAO, Guangke CHEN, Fu SONG, Min ZHANG, Taolue CHEN, and Jun SUN Conference Proceeding Article

Reflecting on experiences for response generation, Chenchen YE, Lizi LIAO, Suyu LIU, and Tat-Seng CHUA Conference Proceeding Article

Reimagining the management of outsourcing life cycles in the fin tech era for financial services, Patrick THNG and LIM MING SOON TRISTAN Book Chapter

RemGen: remanufacturing a random program generator for compiler testing, Haoxin TU, He JIANG, Xiaochen LI, Zhide ZHOU, Lingxiao JIANG, and Lingxiao JIANG Conference Proceeding Article

Right to know, right to refuse: Towards UI perception-based automated fine-grained permission controls for Android apps, Vikas Kumar MALVIYA, Chee Wei LEOW, ASHOK KASTHURI, Naing Tun YAN, Lwin Khin SHAR, and Lingxiao JIANG Conference Proceeding Article

Self-promoted supervision for few-shot transformer, Bowen DONG, Pan ZHOU, Shuicheng YAN, and Wangmeng ZUO Conference Proceeding Article

Shell theory: A statistical model of reality, Wen-yan LIN, Siying LIU, Changhao REN, Ngai-Man CHEUNG, Hongdong LI, and Yasuyuki MATSUSHITA Journal Article

Social access and representation for autistic adult livestreamers, Terrance MOK, Anthony TANG, Adam MCCRIMMON, and Lora OEHLBERG Conference Poster

SOCI: A Toolkit for Secure Outsourced Computation on Integers, Bowen ZHAO, Jiaming YUAN, Ximeng LIU, Yongdong WU, Hwee Hwa PANG, and Robert H. DENG Journal Article

SoftSkip: Empowering multi-modal dynamic pruning for single-stage referring comprehension, Dulanga WEERAKOON, Vigneshwaran SUBBARAJU, Tuan TRAN, and Archan MISRA Conference Proceeding Article

Stitching weight-shared deep neural networks for efficient multitask inference on GPU, Zeyu WANG, Xiaoxi HE, Zimu ZHOU, Xu WANG, Qiang MA, Xin MIAO, Zhuo LIU, Lothar THIELE, and Zheng. YANG Conference Proceeding Article

Taming multi-output recommenders for software engineering, Christoph TREUDE Conference Proceeding Article

TGDM: Target Guided Dynamic Mixup for cross-domain few-shot learning, Linhai ZHUO, Yuqian FU, Jingjing CHEN, Yixin CAO, and Yu-Gang JIANG Conference Proceeding Article

Toward personalized answer generation in e-commerce via multi-perspective preference modeling, Yang DENG, Yaliang LI, Wenxuan ZHANG, Bolin DING, and Wai LAM Journal Article

Towards understanding the faults of JavaScript-based deep learning systems, Lili QUAN, Qianyu GUO, Xiaofei XIE, Sen CHEN, Xiaohong LI, and Yang LIU Conference Proceeding Article

TransplantFix: Graph differencing-based code transplantation for automated program repair, Deheng YANG, Xiaoguang MAO, Liqian CHEN, Xuezheng XU, Yan LEI, David LO, and Jiayu HE Conference Proceeding Article

TransRepair: Context-aware program repair for compilation errors, Xueyang LI, Shangqing LIU, Ruitao FENG, Guozhu MENG, Xiaofei XIE, Kai CHEN, and Yang LIU Conference Proceeding Article

Two Singapore public healthcare AI applications for national screening programs and other examples, Andy Wee An TA, Han Leong GOH, Christine ANG, Lian Yeow KOH, Ken POON, and Steven M. MILLER Journal Article

Unsupervised video hashing with multi-granularity contextualization and multi-structure preservation, Yanbin HAO, Jingru DUAN, Hao ZHANG, Bin ZHU, Pengyuan ZHOU, and Xiangnan HE Conference Proceeding Article

Video graph transformer for video question answering, Junbin XIAO, Pan ZHOU, Tat-Seng CHUA, and Shuicheng YAN Conference Proceeding Article

VPSL: Verifiable privacy-preserving data search for cloud-assisted Internet of Things, Qiuyun TONG, Yinbin MIAO, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article

Wave-ViT: Unifying wavelet and transformers for visual representation learning, Ting YAO, Yingwei PAN, Yehao LI, Chong-wah NGO, and Tao MEI Conference Proceeding Article

What machines can't do (yet) in real work settings, Thomas H. DAVENPORT and Steven M. MILLER Journal Article

EEG-video emotion-based summarization: Learning with EEG auxiliary signals, Wai-Cheong L. LEW, Di WANG, Kai-Keng ANG, Joo-Hwee LIM, Chai QUEK, and Ah-hwee TAN Journal Article

Digital health in Southeast Asia: Startups and digital technology applications, Siu Loon HOE Journal Article

A carbon-aware planning framework for production scheduling in mining, Nurual Asyikeen AZHAR, Aldy GUNAWAN, Shih-Fen CHENG, and Erwin LEONARDI Conference Proceeding Article

Analyzing the Impact of COVID-19 control policies on campus occupancy and mobility via WiFi sensing, Camellia ZAKARIA, Amee TRIVEDI, Emmanuel CECCHET, Michael CHEE, Prashant SHENOY, and Rajesh Krishna BALAN Journal Article

An attribute-aware attentive GCN model for attribute missing in recommendation, Fan LIU, Zhiyong CHENG, Lei ZHU, Chenghao LIU, and Liqiang NIE Journal Article

Choice-based crowdshipping: A dynamic task display problem, Alp ARSLAN, Firat KILCI, Shih-Fen CHENG, and Archan MISRA Working Paper

Constrained multiagent reinforcement learning for large agent population, Jiajing LING, Arambam James SINGH, Duc Thien NGUYEN, and Akshat KUMAR Conference Proceeding Article

Contrastive transformer-based multiple instance learning for weakly supervised polyp frame detection, Tian YU, Guansong PANG, Fengbei LIU, Yuyuan LIU, Chong WANG, Yuanhong CHEN, Johan VERJANS, and Gustavo CARNEIRO Conference Proceeding Article

Deep learning-based text recognition of agricultural regulatory document, Hua Leong FWA and Farn Haur CHAN Conference Proceeding Article

Deep learning for coverage-guided fuzzing: How far are we?, Siqi LI, Xiaofei XIE, Yun LIN, Yuekang LI, Ruitao FENG, Xiaohong LI, Weimin GE, and Jin Song DONG Journal Article

Distance based image classification: A solution to generative classification’s conundrum?, Wen-yan LIN, Siying LIU, Bing Tian DAI, and Hongdong LI Journal Article

Does social media accelerate product recalls? Evidence from the pharmaceutical industry, Yang GAO, Wenjing DUAN, and Huaxia RUI Journal Article

Exploiting reuse for GPU subgraph enumeration, Wentiao GUO, Yuchen LI, and Kian-Lee TAN Journal Article

Hierarchical semantic-aware neural code representation, Yuan JIANG, Xiaohong SU, Christoph TREUDE, and Tiantian WANG Journal Article

How to succeed with AI augmentation, Thomas H. DAVENPORT and Steven M. MILLER Video

Joint hyperbolic and Euclidean geometry contrastive graph neural networks, Xiaoyu XU, Guansong PANG, Di WU, and Mingsheng SHANG Journal Article

LargeEA: Aligning entities for large-scale knowledge graphs, Congcong GE, Xiaoze LIU, Lu CHEN, Yunjun GAO, and Baihua ZHENG Conference Proceeding Article

Learning improvement heuristics for solving routing problems, Yaoxin WU, Wen SONG, Zhiguang CAO, Jie ZHANG, and Andrew LIM Journal Article

Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning, Rongkai ZHANG, Cong ZHANG, Zhiguang CAO, Wen SONG, Puay Siew TAN, Jie ZHANG, Bihan WEN, and Justin DAUWELS Journal Article

On the effectiveness of using graphics interrupt as a side channel for user behavior snooping, Haoyu MA, Jianwen TIAN, Debin GAO, and Chunfu JIA Journal Article

Performance evaluation of aggregation-based group recommender systems for ephemeral groups, Edgar CEH-VARELA, Huiping CAO, and Hady Wirawan LAUW Journal Article

Risk-aware procurement optimization in a global technology supply chain, Jonathan CHASE, Jingfeng YANG, and Hoong Chuin LAU Conference Proceeding Article

Secure deterministic wallet and stealth address: Key-insulated and privacy-preserving signature scheme with publicly derived public key, Zhen LIU, Guomin YANG, Duncan S. WONG, Khoa NGUYEN, Huaxiong WANG, Xiaorong KE, and Yining LIU Journal Article

Secure hierarchical deterministic wallet supporting stealth address, Xin YIN, Zhen LIU, Guomin YANG, Guoxing CHEN, and Haojin ZHU Conference Proceeding Article

Singapore public sector AI applications emphasizing public engagement: Six examples, Steven M. MILLER Working Paper

The impact of air pollution on financial reporting quality: Evidence from China, Nan HU, Xingnan XUE, and Ling LIU Journal Article

Toward intention discovery for early malice detection in bitcoin, Ling CHENG, Feida ZHU, Yong WANG, and Huiwen LIU Working Paper

Towards an optimal bus frequency scheduling: When the waiting time matters, Songsong MO, Zhifeng BAO, Baihua ZHENG, and Zhiyong PENG Journal Article

Two-phase matheuristic for the vehicle routing problem with reverse cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Pieter VANSTEENWEGEN, and Vincent F. YU Journal Article

RansomSOC: A more effective security operations center to detect and respond to ransomware attacks, Anthony Cheuk Tung LAI, Ping Fan KE, Kelvin CHAN, Siu Ming YIU, Dongsun KIM, Wai Kin WONG, Shuai WANG, Joseph MUPPALA, and Alan HO Journal Article

Aligning dual disentangled user representations from ratings and textual content, Nhu Thuat TRAN and Hady Wirawan LAUW Conference Proceeding Article

ANDEA: anomaly and novelty detection, explanation, and accommodation, Guansong PANG, Jundong LI, Anton VAN DEN HENGEL, Longbin CAO, and Thomas G. DIETTERICH Conference Proceeding Article

DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization, Boyue LI, Zhize LI, and Yuejie CHI Journal Article

Digital transformation: Strategy, execution, and technology, Siu Loon HOE Book

Efficient resource allocation with fairness constraints in restless multi-armed bandits, Dexun LI and Pradeep VARAKANTHAM Conference Proceeding Article

Efficient resource allocation with fairness constraints in restless multi-armed bandits, Dexun LI and Pradeep VARAKANTHAM Conference Proceeding Article

Extract human mobility patterns powered by City Semantic Diagram, Zhangqing SHAN, Weiwei SHAN, and Baihua ZHENG Journal Article

Fed-LTD: Towards cross-platform ride hailing via federated learning to dispatch, Yansheng WANG, Yongxin TONG, Zimu ZHOU, Ziyao REN, Yi XU, Guobin WU, and Weifeng LV Conference Proceeding Article

Finding meta winning ticket to train your MAML, Dawei GAO, Yuexiang XIE, Zimu ZHOU, Zhen WANG, Yaliang LI, and Bolin. DING Conference Proceeding Article

Finding meta winning ticket to train your MAML, Dawei GAO, Yuexiang XIE, Zimu ZHOU, Zhen WANG, Yaliang LI, and Bolin. DING Conference Proceeding Article

Holistic combination of structural and textual code information for context based API recommendation, Chi CHEN, Xin PENG, Zhengchang XING, Jun SUN, Xin WANG, Yifan ZHAO, and Wenyun ZHAO Journal Article

Individually rational collaborative vehicle routing through Give-and-Take exchanges, Tran PHONG, Paul TANG, and Hoong Chuin LAU Conference Proceeding Article

Integrating forward and reverse logistics in vehicle routing problem with cross-docking, Vincent F. YU, Pham T. ANH, and Aldy GUNAWAN Conference Paper

Interpreting trajectories from multiple views: A hierarchical self-attention network for estimating the time of arrival, Zebin CHEN, Xiaolin XIAO, Yue-Jiao GONG, Jun FANG, Nan MA, Hua CHAI, and Zhiguang CAO Conference Proceeding Article

Investigating toxicity changes of cross-community redditors from 2 billion posts and comments, Hind ALMEREKHI, Haewoon KWAK, and Bernard J. JANSEN Journal Article

Joint chance-constrained staffing optimization in multi-skill call centers, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article

Legion: Massively composing rankers for improved bug localization at Adobe, Darryl JARMAN, Jeffrey BERRY, Riley SMITH, Ferdian THUNG, and David LO Journal Article

Mobile health with head-worn devices: Challenges and opportunities, Andrea FERLINI, Dong MA, Lorena QENDRO, and Cecilia MASCOLO Journal Article

Multimodal private signatures, Khoa NGUYEN, Fuchun GUO, Willy SUSILO, and Guomin YANG Conference Proceeding Article

Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming, Supriyo GHOSH, Laura WYNTER, Shiau Hong LIM, and Duc Thien NGUYEN Conference Proceeding Article

p-Meta: Towards on-device deep model adaptation, Zhongnan QU, Zimu ZHOU, Yongxin TONG, and Lothar THIELE Conference Proceeding Article

Privacy-preserving threshold-based image retrieval in cloud-assisted Internet of Things, Lin SONG, Yinbin MIAO, Jian WENG, Kim-Kwang Raymond CHOO, Ximeng LIU, and Robert H. DENG Journal Article

Resumable zero-knowledge for circuits from symmetric key primitives, Handong ZHANG, Puwen WEI, Haiyang XUE, Yi DENG, Jinsong LI, Wei WANG, and Guoxiao LIU Conference Proceeding Article

Self-adaptive systems: A systematic literature review across categories and domains, Terence WONG, Markus WAGNER, and Christoph TREUDE Journal Article

Self-checking deep neural networks for anomalies and adversaries in deployment, Yan XIAO, Ivan BESCHASTNIKH, Yun LIN, Rajdeep Singh HUNDAL, Xiaofei XIE, David S. ROSENBLUM, and Jin Song DONG Journal Article

Simple and optimal stochastic gradient methods for nonsmooth nonconvex optimization, Zhize LI and Jian LI Journal Article

Sound and complete certificates for quantitative termination analysis of probabilistic programs, Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC Conference Proceeding Article

Structured encryption for knowledge graphs, Yujie XUE, Lanxiang CHEN, Yu MI, Lingfang ZENG, Fatemeh REZAEIBAGHA, and Robert H. DENG Journal Article

Submodularity and local search approaches for maximum capture problems under generalized extreme value models, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article

Trajectory optimization for safe navigation in maritime traffic using historical data, Chaithanya BASRUR, Arambam James SINGH, Arunesh SINHA, Akshat KUMAR, and T. K. Satish KUMAR Conference Proceeding Article

Variational graph author topic modeling, Ce ZHANG and Hady Wirawan LAUW Conference Proceeding Article

Verifying neural networks against backdoor attacks, Long Hong PHAM and Jun SUN Conference Proceeding Article

3PC: Three point compressors for communication-efficient distributed training and a better theory for lazy aggregation, Peter RICHTARIK, Igor SOKOLOV, Ilyas FATKHULLIN, Elnur GASANOV, Zhize LI, and Eduard GORBUNOV Conference Proceeding Article

A3GAN: Attribute-aware anonymization networks for face de-identification, Liming ZHAI, Qing GUO, Xiaofei XIE, Lei MA, Yi Estelle WANG, and Yang LIU Conference Proceeding Article

AI-enabled adaptive learning using automated topic alignment and doubt detection, Kar Way TAN, Siaw Ling LO, Eng Lieh OUH, and Wei Leng NEO Conference Proceeding Article

A low-cost virtual coach for 2D video-based compensation assessment of upper extremity rehabilitation exercises, Ana Rita Coias, Min Hun LEE, and Alexandre Bernardino Journal Article

A mean-field Markov decision process model for spatial temporal subsidies in ride-sourcing markets, Zheng ZHU, Jintao KE, and Hai WANG Conference Proceeding Article

An empirical study on data distribution-aware test selection for deep learning enhancement, Qiang HU, Yuejun GUO, Maxime CORDY, Xiaofei XIE, Lei MA, Mike PAPADAKIS, and Yves LE TRAON Journal Article

A recommendation system approach to tune a QUBO solver, Siong Thye GOH, Jianyuan BO, Matthieu PARIZY, and Hoong Chuin LAU Conference Proceeding Article

Automatic noisy label correction for fine-grained entity typing, Weiran PAN, Wei WEI, and Feida ZHU Conference Proceeding Article

A weakly supervised propagation model for rumor verification and stance detection with multiple instance learning, Ruichao YANG, Jing MA, Hongzhan LIN, and Wei GAO Conference Proceeding Article

Contours of virtual enfreakment in fighting game characters, Sercan Sengun, Peter Mawhorter, James Bowie-Wilson, Yusef Audeh, Haewoon KWAK, and D. Fox Harrell Journal Article

COSM2IC: Optimizing real-time multi-modal instruction comprehension, WEERAKOON MUDIYANSELAGE DULANGA KAVEESHA WEERAKOON, Vigneshwaran SUBBARAJU, Minh Anh Tuan TRAN, and Archan MISRA Journal Article