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 2024 2024

Ultra-high resolution image segmentation via locality-aware context fusion and alternating local enhancement, Wenxi LIU, Qi LI, Xindai LIN, Weixiang YANG, Shengfeng HE, and Yuanlong YU Journal Article

Uncovering merchants' willingness to wait in on-demand food delivery markets, Jian LIANG, Ya ZHAO, Hai WANG, Zuopeng XIAO, and Jintao KE Journal Article

Uncovering merchants’ willingness to wait in on-demand food delivery markets, Jian LIANG, Ya ZHAO, Hai WANG, Zuopeng XIAO, and Jintao KE Journal Article

Unlocking markets: A multilingual benchmark to cross-market question answering, Yifei YUAN, Yang DENG, Anders SOGAARD, and Mohammad ALLIANNEJADI Conference Proceeding Article

RATCHET : Retrieval augmented transformer for program repair, Jian WANG, Shangqing LIU, Xiaofei XIE, Siow Jingkai KAI, Kui LIU, and Yi LI Conference Proceeding Article

VrdONE : One-stage video visual relation detection, Xinjie JIANG, Chenxi ZHENG, Xuemiao XU, Bangzhen LIU, Weiying ZHENG, Huaidong ZHANG, and Shengfeng HE Conference Proceeding Article

AdvSCanner : Generating adversarial smart contracts to exploit reentrancy vulnerabilities using LLM and static analysis, Yin WU, Xiaofei XIE, Chenyang PENG, Dijun LIU, Hao WU, Ming FAN, Tin LIU, and Haijun WANG Conference Proceeding Article

PIC-BI : Practical and intelligent combinatorial batch identification for UAV assisted IoT networks, Zhe REN, Xinghua LI, Yinbin MIAO, Mengyao ZHU, Shunjie YUAN, and Robert H. DENG Conference Proceeding Article

A comprehensive formal specification of ARINC 653 with conformity proof, Zhang FENG, Yongwang ZHAO, Liu YANG, and Jun SUN Journal Article

An empirical study of API misuses of data-centric libraries, Akalanda GALAPPATHTHI, Sarah NADI, and Christoph TREUDE Conference Proceeding Article

An empirical study of automatic program repair techniques for injection vulnerabilities, Tingwei ZHU, Tongtong XU, Kui LIU, Jiayuan ZHOU, Xing HU, Xin XIA, Tian ZHANG, and David LO Conference Proceeding Article

An empirical study to evaluate AIGC detectors on code content, Jian WANG, Shangqing LIU, Xiaofei XIE, and Yi LI Conference Proceeding Article

A survey of protocol fuzzing, Xiaohan ZHANG, Cen ZHANG, Xinghua LI, Zhengjie DU, Bing MAO, Yeting LI, and Pan LI Journal Article

Audio Description Customization, Rosiana NATALIE, Ruei-Che CHANG, SHESHADRI SMITHA, Anhong GUO, and Kotaro HARA Conference Proceeding Article

Beat-It : Beat-synchronized multi-condition 3D dance generation, Zikai HUANG, Xuemiao XU, Cheng XU, Huaidong ZHANG, Chenxi ZHENG, Jing QIN, and Shengfeng HE Conference Proceeding Article

BrushBuds: Toothbrushing tracking using earphone IMUs, Qiang YANG, Yang LIU, Jake STUCHBURY-WASS, Kayla-Jade BUTKOW, Dong MA, and Cecilia MASCOLO Conference Proceeding Article

Calibrated one-class classification for unsupervised time series anomaly detection, Hongzuo XU, Yijie WANG, Songlei JIAN, Qing LIAO, Yongjun WANG, and Guansong PANG Journal Article

Collaborative cross-modal fusion with Large Language Model for recommendation, Zhongzhou LIU, Hao ZHANG, Kuicai DONG, and Yuan FANG Conference Proceeding Article

Constrained assortment optimization under the cross-nested logit model, Cuong LE and Tien MAI Journal Article

Cross-view location alignment enhanced spatial-topological aware dual transformer for travel time estimation, Hanyuan ZHANG, Xinyu ZHANG, Qize JIANG, Liang LI, Baihua ZHENG, and Weiwei SUN Journal Article

D2SR: Decentralized detection, de-synchronization, and recovery of LiDAR interference, Darshana RATHNAYAKE, Hemanth SABBELLA, Meera RADHAKRISHNAN, and Archan MISRA Conference Proceeding Article

DenseTrack : Drone-based crowd tracking via density-aware motion-appearance synergy, Yi LEI, Huilin ZHU, Jingling YUAN, Guangli XIANG, Xian ZHONG, and Shengfeng HE Conference Proceeding Article

Desk2Desk : Optimization-based mixed reality workspace integration for remote side-by-side collaboration, Ludwig SIDENMARK, Tianyu ZHANG, Leen Al LABABIDI, Jiannan LI, and Tovi GROSSMAN Conference Proceeding Article

Direct range proofs for Paillier cryptosystem and their applications, Zhikang XIE, Mengling LIU, Haiyang XUE, Man Ho AU, Robert H. DENG, and Siu-Ming YIU Conference Proceeding Article

Documenting ethical considerations in open source AI models, Haoyu GAO, Mansooreh ZAHEDI, Christoph TREUDE, Sarita ROSENSTOCK, and Marc CHEONG Conference Proceeding Article

Does CEO agreeableness personality mitigate real earnings management?, Shan LIU, Xingying WU, and Nan HU Journal Article

Efficient cascaded multiscale adaptive network for image restoration, Yichen ZHOU, Pan ZHOU, and Teck Khim NG Conference Proceeding Article

Enhancing recipe retrieval with foundation models: A data augmentation perspective, Fangzhou SONG, Bin ZHU, Yanbin HAO, and Shuo WANG Conference Proceeding Article

Exploring conversations between a practitioner and a person with dementia, Kotaro HARA, Rosiana NATALIE, Wei Soon CHEONG, Jingjing GU, and Qianli XU Conference Proceeding Article

Generative AI in software engineering must be human-centered: The Copenhagen Manifesto, D. Russo, S. van Berkel Baltes, and Christoph TREUDE Journal Article

GradualReality : Enhancing physical object interaction in virtual reality via interaction state-aware blending, HyunA SEO, Juheon YI, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Graph continual learning with debiased lossless memory replay, Chaoxi NIU, Guansong PANG, and Ling CHEN Conference Proceeding Article

HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article

Improving out-of-distribution detection with disentangled foreground and background features, Choubo DING and Guansong PANG Conference Proceeding Article

Interactive example-based explanations to improve health professionals’ onboarding with AI for human-AI collaborative decision making, Min Hun LEE, Renee Bao Xuan NG, Silvana Xinyi CHOO, and Shamala THILARAJAH Conference Proceeding Article

Joint weakly supervised image emotion analysis based on interclass discrimination and intraclass correlation, Xinyue ZHANG, Zhaoxia WANG, Guitao CAO, and Seng-Beng HO Journal Article

Latent representation learning for geospatial entities, Ween Jiann LEE and Hady Wirawan LAUW Journal Article

Navigating governance paradigms: A cross-regional comparative study of generative AI governance processes & principle, Jose LUNA, Ivan TAN, Xiaofei XIE, and Lingxiao JIANG Conference Proceeding Article

Nigerian software engineer or American data scientist? GitHub profile recruitment bias in large language models, Takashi NAKANO, Kazumasa SHIMARI, Raula Gaikovina KULA, Christoph TREUDE, Marc CHEONG, and Kenichi MATSUMOTO Conference Proceeding Article

OcAPO: Fine-grained occupancy-aware, empirically-driven PDC control in open-plan, shared workspaces, Ravi ANURADHA, Dulaj Sanjaya WEERAKOON, and Archan MISRA Journal Article

OneRestore : A universal restoration framework for composite degradation, Yu GUO, Yuan GAO, Yuxu LU, Huilin ZHU, Ryan Wen LIU, and Shengfeng HE Conference Proceeding Article

On the lossiness of 2k-th power and the instantiability of Rabin-OAEP, Haiyang XUE, Bao LI, Xianhui LU, Kunpeng WANG, and Yamin LIU Conference Proceeding Article

Predicting the limits: Tailoring unnoticeable hand redirection offsets in virtual reality to individuals' perceptual boundaries, Martin FEICK, Kora Persephone REGITZ, Lukas GEHRKE, André ZENNER, Anthony TANG, Tobias Patrick JUNGBLUTH, Maurice REKRUT, and Antonio KRÜGER Conference Proceeding Article

Promise and peril of collaborative code generation models : Balancing effectiveness and memorization, Zhi CHEN and Lingxiao JIANG Conference Proceeding Article

PVP-SSD: Point-voxel fusion with partitioned point cloud sampling for anchor-free single-stage small 3D object detection, Xinlin WU, Yibin TIAN, Yin PAN, Zhiyuan ZHANG, Xuesong WU, Ruisheng WANG, and Zhi ZENG Conference Proceeding Article

RePOSE : 3D human pose estimation via spatio-temporal depth relational consistency, Ziming SUN, Yuan LIANG, Zejun MA, Tianle ZHANG, Linchao BAO, Guiqing LI, and Shengfeng HE Conference Proceeding Article

Retrofitting a legacy cutlery washing machine using computer vision, Hua Leong FWA Conference Proceeding Article

RISurConv : Rotation invariant surface attention-augmented convolutions for 3D point cloud classification and segmentation, Zhiyuan ZHANG, Licheng YANG, and XIANG Zhiyu Conference Proceeding Article

Self-adaptive fine-grained multi-modal data augmentation for semi-supervised muti-modal coreference resolution, Li ZHENG, Boyu CHEN, Hao FEI, Fei LI, Shengqiong WU, Lizi LIAO, and Donghong JI Conference Proceeding Article

Self-supervised learning for time series analysis : Taxonomy, progress, and prospects, ZHANG Kexin, Qingsong WEN, Chaoli ZHANG, Rongyao CAI, Ming JIN, Yong LIU, James Y. ZHANG, Guansong PANG, Guansong PANG, and PAN Shirui Journal Article

StagedVulBERT: Multi-granular vulnerability detection with a novel pre-trained code model, Yuan JIANG, Yujian ZHANG, Xiaohong SU, Christoph TREUDE, and Tiantian WANG Journal Article

Temporal relational graph convolutional network approach to financial performance prediction, JEYARAMAN BRINDHA PRIYADARSHINI, Bing Tian DAI, and Yuan FANG Journal Article

Themis: Automatic and efficient deep learning system testing with strong fault detection capability, Dong HUANG, Tsz On LI, Xiaofei XIE, and Heming CUI Conference Proceeding Article

Video editing for video retrieval, Bin ZHU, Kevin FLANAGAN, Adriano FRAGOMENI, Michael WRAY, and Dima DAMEN Conference Proceeding Article

Zero-shot object counting with good exemplars, Huilin ZHU, Jingling YUAN, Zhengwei YANG, Yu GUO, Zheng WANG, Xian ZHONG, and Shengfeng HE Conference Proceeding Article

An interaction-immersion model in live streaming commerce: The moderating role of streamer attractiveness, Lifu LI, Yafei FENG, and Anqi ZHAO Journal Article

CoSec : On-the-Fly security hardening of code LLMs via supervised co-decoding, Dong LI, YAN Meng, Yaosheng ZHANG, Zhongxin LIU, Chao LIU, Xiaohong ZHANG, Ting CHEN, and David LO Conference Proceeding Article

Device-enhanced secure cloud storage with keyword searchable encryption and deduplication, Changsong JIANG, Chunxiang XU, and Guomin YANG Conference Proceeding Article

Practitioners' expectations on automated test generation, Xiao YU, Lei LIU, Xing HU, Jacky KEUNG, Xin XIA, and David LO Conference Proceeding Article

An adaptive network fusing light detection and ranging height-sliced bird’s-eye view and vision for place recognition, Rui ZHENG, Zuo JIANG, Yibin YE, Yang REN, Hui ZENG, Junwei LI, and Zhiyuan ZHANG Journal Article

A security analysis of a deterministic key generation scheme, Yuhao SONG, Yuping YAN, George SHAO, Feida ZHU, and Mason SONG Conference Proceeding Article

AI coders are among us : Rethinking programming language grammar towards efficient code generation, SUN Zhensu, DU Xiaoning, YANG Zhou, LI Li, and David LO Conference Proceeding Article

Aligning human and computational coherence evaluations, Jia Peng LIM and Hady Wirawan LAUW Journal Article

A two-stage matheuristic for the home healthcare routing and scheduling problem with perishable products, Aldy GUNAWAN, Nabila Yuraisyah SALSABILA, Vincent F. YU, and Pham Kien Minh NGUYEN Conference Proceeding Article

Bugs in pods: Understanding bugs in container runtime systems, Jiongchi YU, Xiaofei XIE, Ceng ZHANG, and Sen CHEN Conference Proceeding Article

Certified continual learning for neural network regression, Hong Long PHAM and Jun SUN Conference Proceeding Article

Certified quantization strategy synthesis for neural networks, Yedi ZHANG, Guangke CHEN, Jun SUN, and Jun SUN Conference Proceeding Article

Cluster-wide task slowdown detection in cloud system, Feiyi CHEN, Yingying ZHANG, Lunting FAN, Yuxuan LIANG, Guansong PANG, Qingsong WEN, and Shuiguang DENG Conference Proceeding Article

Comparison of evolutionary algorithms: A case study on the multi-objective carbon-aware mine planning, NURUL ASYIKEEN BINTE AZHAR, Aldy GUNAWAN, Shih-Fen CHENG, and Erwin LEONARDI Conference Proceeding Article

Developer reactions to protestware in open source software: The cases of color.js and es5.ext, Youmei FAN, Dong WANG, Supatsara WATTANAKRIENGKRAI, Hathaichanok DAMRONGSIRI, Christoph TREUDE, Hideaki HATA, and Raula Gaikovina KULA Journal Article

Editorial: DSAA 2023 journal track on theoretical and practical data science and analytics., Bin YANG, Feida ZHU, and Wei WEI Transcript

Efficient and privacy-preserving encode-based range query over encrypted cloud data, Yanrong LIANG, Jianfeng MA, Yinbin MIAO, Yuan SU, and Robert H. DENG Journal Article

Efficient and secure federated learning against backdoor attacks, Yinbin MIAO, Rongpeng XIE, Xinghua LI, Zhiquan LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article

Efficient cascaded multiscale adaptive network for image restoration, Yichen ZHOU, Pan ZHOU, and Teck Khim NG Conference Proceeding Article

Efficient neural collaborative search for pickup and delivery problems, Detian KONG, Yining MA, Zhiguang CAO, Tianshu YU, and Jianhua XIAO Journal Article

Empirical evaluation of hyper-parameter optimization techniques for deep learning-based malware detectors, Lwin Khin SHAR, Nguyen Binh Duong TA, Yao Cong YEO, and Jiani FAN Conference Proceeding Article

Enhancing multi-agent system testing with diversity-guided exploration and adaptive critical state exploitation, Xuyan MA, Yawen WANG, Junjie WANG, and Xiaofei XIE Conference Proceeding Article

Enhancing stance classification on social media using quantified moral foundations, Hong ZHANG, Quoc-Nam NGUYEN, Prasanta BHATTACHARYA, Wei GAO, Liang Ze WONG, Brandon Siyuan LOH, Joseph J. P. SIMONS, and Jisun AN Conference Proceeding Article

Evaluating SZZ implementations : An empirical study on the Linux Kernel, Yunbo LYU, Hong Jin KANG, Ratnadira WIDYASARI, Julia LAWALL, and David LO Journal Article

FDI : Attack neural code generation systems through user feedback channel, Zhensu SUN, Xiaoning DU, Xiapu LUO, Fu SONG, David LO, and Li LI Conference Proceeding Article

FT2Ra: A fine-tuning-inspired approach to retrieval-augmented code completion, Qi GUO, Shangqing LIU, Xiaofei XIE, and Ze Tang TANG Conference Proceeding Article

Genixer : Empowering multimodal Large Language Models as a powerful data generator, Henry Hengyuan ZHAO, Pan ZHOU, and Mike Zheng SHOU Conference Proceeding Article

Granular3D: Delving into multi-granularity 3D scene graph prediction, Kaixiang HUANG, Jingru YANG, Jin WANG, Shengfeng HE, Zhan WANG, Haiyan HE, Qifeng ZHANG, and Guodong LU Journal Article

How effective are they? Exploring large language model based fuzz driver generation, Cen ZHANG, Yaowen ZHENG, Mingqiang BAI, Yeting LI, Wei MA, and Xiaofei XIE Conference Proceeding Article

Imbalanced graph classification with multi-scale oversampling graph neural networks, Rongrong MA, Guansong PANG, and Ling CHEN Conference Proceeding Article

Low/no-code and traditional code integration in digital banking, Kim Siang YEO and Alan @ Ali MADJELISI MEGARGEL Journal Article

Meta-learning for multi-family Android malware classification, Yao LI, Dawei YUAN, Tao ZHANG, Haipeng CAI, David LO, Cuiyun GAO, Xiapu LUO, and He JIANG Journal Article

Multiobjective linear ensembles for robust and sparse training of few-bit neural networks, Ambrogio Maria BERNARDELLI, Stefano GUALANDI, Simone MILANESI, Hoong Chuin LAU, and Yorke-Smith NEIL Journal Article

Probing effects of contextual bias on number magnitude estimation, Xuehao DU, Ping JI, Wei QIN, Lei WANG, and Yunshi LAN Journal Article

Quantum-enhanced simulation-based optimization for newsvendor problems, Monit SHARMA, Hoong Chuin LAU, and Rudy RAYMOND Conference Proceeding Article

Quantum relaxation for solving multiple knapsack problems, Monit SHARMA, Jin YAN, Hoong Chuin LAU, and Rudy RAYMOND Conference Proceeding Article

Robust image classification system via cloud computing, aligned multimodal embeddings, centroids and neighbours, Wei Lun KOH, Boon Yong KOH, and Bing Tian DAI Journal Article

Self-supervised spatial-temporal normality learning for time series anomaly detection, Yutong CHEN, Hongzuo XU, Guansong PANG, Hezhe QIAO, Yuan ZHOU, and Mingsheng SHANG Conference Proceeding Article

Solving fractional differential equations on a quantum computer: A variational approach, Fong Yew LEONG, Dax Enshan KOH, Jian Feng KONG, Siong Thye GOH, Jun Yong KHOO, Wei Bin EWE, Hongying LI, Jayne THOMPSON, and Dario POLETTI Journal Article

Sound and complete witnesses for template-based verification of LTL properties on polynomial programs, Krishnendu CHATTERJEE, Amir GOHARSHADY, Ehsan GOHARSHADY, Mehrdad KARRABI, and Dorde ZIKELIC Conference Proceeding Article

Text-driven video prediction, Xue SONG, Jingjing CHEN, Bin ZHU, and Yu-gang JIANG Journal Article

Unraveling the dynamics of stable and curious audiences in web systems, Rodrigo ALVES, Antoine LEDENT, Renato ASSUNÇÃO, Pedro VAZ-DE-MELO, and Marius KLOFT Conference Proceeding Article

Modality-aware discriminative fusion network for integrated analysis of brain imaging genomics, Xiaoqi SHENG, Hongmin CAI, Yongwei NIE, Shengfeng HE, Yiu-Ming CHEUNG, and Jiazhou CHEN Journal Article

Gamification in ERP systems: A study on intrinsic motivation and user behavioral intentions, Esi. ADEBORNA, Fiona Fui-hoon NAH, and Luvai MOTIWALLA Conference Proceeding Article

The effects of introducing GAI on user trust in online crowdsourcing platform, Zhen ZHU, Kai SONG, and Fiona Fui-hoon NAH Conference Proceeding Article