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 2023 2023

On the sustainability of deep learning projects: Maintainers' perspective, Junxiao HAN, Jiakun LIU, David LO, Chen ZHI, Yishan CHEN, and Shuiguang DENG Journal Article

Opportunities for spatial database research in the context of preference queries, Kyriakos MOURATIDIS Conference Proceeding Article

Partial annotation-based video moment retrieval via iterative learning, Wei JI, Renjie LIANG, Lizi LIAO, Hao FEI, and Fuli FENG Conference Proceeding Article

PPDF: A Privacy-Preserving Cloud-Based Data Distribution System with filtering, Yudi ZHANG, Willy SUSILO, Fuchun GUO, and Guomin YANG Journal Article

Privacy-preserving arbitrary geometric range query in mobile Internet of Vehicles, Yinbin MIAO, Lin SONG, Xinghua LI, Hongwei LI, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article

Privacy-Preserving Bloom Filter-Based Keyword Search Over Large Encrypted Cloud Data, Yanrong LIANG, Jianfeng MA, Yinbin MIAO, Da KUANG, Xiangdong MENG, and Robert H. DENG Journal Article

Pro-Cap: Leveraging a frozen vision-language model for hateful meme detection, Rui CAO, Ming Shan HEE, Adriel KUEK, Wen Haw CHONG, Roy Ka-Wei LEE, and Jing JIANG Conference Proceeding Article

QuantumEyes: Towards better interpretability of quantum circuits, Shaolun RUAN, Qiang GUAN, Paul GRIFFIN, Ying MAO, and Yong WANG Journal Article

Revisiting disentanglement and fusion on modality and context in conversational multimodal emotion recognition, Bobo LI, Hao FEI, Lizi LIAO, Yu ZHAO, Chong TENG, Tat-Seng CHUA, Donghong Ji, and Fei LI Conference Proceeding Article

Robust maximum capture facility location under random utility maximization models, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article

Spatial data management for green mobility, Christophe Claramunt, Christine Bassem, Demetrios Zeinalipour-Yazti, Baihua ZHENG, Goce Trajcevski, and Kristian Torp Conference Proceeding Article

Towards LLM-based fact verification on news claims with a hierarchical step-by-step prompting method, Xuan ZHANG and Wei GAO Conference Proceeding Article

Turn-it-up: Rendering resistance for knobs in virtual reality through undetectable pseudo-haptics, Martin FEICK, Andre ZENNER, Oscar ARIZA, Anthony TANG, Cihan BIYIKLI, and Antonio KRUGER Conference Proceeding Article

TypeSqueezer: When static recovery of function signatures for binary executables meets dynamic analysis, Ziyi LIN, Jinku LI, Bowen LI, Haoyu MA, Debin GAO, and Jianfeng MA Conference Proceeding Article

Understanding the impact of trade policy effect uncertainty on firm-level innovation investment: A deep learning approach, Daniel. CHEN, Nan HU, Peng. LIANG, and Morgan. SWINK Journal Article

VoxelHap: A toolkit for constructing proxies providing tactile and kinesthetic haptic feedback in virtual reality, M. FEICK, C. BIYIKLI, K. GANI, A. WITTIG, Anthony TANG, and A. KRÜGER Conference Proceeding Article

Achieving efficient and privacy-preserving neural network training and prediction in cloud environments, Chuan ZHANG, Chenfei HU, Tong WU, Liehuang ZHU, and Ximeng LIU Journal Article

Policy-Based Remote User Authentication From Multi-Biometrics, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Guomin YANG, and Nan LI Journal Article

Surgical activity triplet recognition via triplet disentanglement, Yiliang CHEN, Shengfeng HE, Yueming JIN, and Jing QIN Conference Proceeding Article

Anomaly detection under distribution shift, Tri CAO, Jiawen ZHU, and Guansong PANG Conference Proceeding Article

Boosting adversarial training in safety-critical systems through boundary data selection, Yifan JIA, Christopher M. POSKITT, Peixin ZHANG, Jingyi WANG, Jun SUN, and Sudipta CHATTOPADHYAY Journal Article

CIRI: Curricular inactivation for residue-aware one-shot video inpainting, Weiying ZHENG, Cheng XU, Xuemiao XU, Wenxi LIU, and Shengfeng HE Conference Proceeding Article

Configuring timing parameters to ensure execution-time opacity in timed automata, Étienne André, Engel Lefaucheux, Didier Lime, Dylan Marinho, and Jun SUN Conference Proceeding Article

Constructing cyber-physical system testing suites using active sensor fuzzing, Fan. ZHANG, Qianmei. WU, Bohan. XUAN, Yuqi. CHEN, Wei. LIN, Christopher M. POSKITT, Jun SUN, and Binbin. CHEN Journal Article

Decentralized multimedia data sharing in IoV: A learning-based equilibrium of supply and demand, Jiani FAN, Minrui XU, Jiale GUO, Lwin Khin SHAR, Jiawen KANG, Dusit NIYATO, and Kwok-Yan LAM Journal Article

Deep Reinforcement Learning With Explicit Context Representation, Francisco Munguia-Galeano, Ah-hwee TAN, and Ze JI Journal Article

Deep video demoireing via compact invertible dyadic decomposition, Yuhui QUAN, Haoran HUANG, Shengfeng HE, and Ruotao XU Conference Proceeding Article

Designing a human-centered intelligent system to monitor & explain abnormal patterns of older adults, Min Hun LEE, Daniel P. Siewiorek, and Alexandre Bernardino Conference Proceeding Article

DexBERT: Effective, task-agnostic and fine-grained representation learning of Android bytecode, Tiezhu SUN, Kevin ALLIX, Kisub KIM, Xin ZHOU, Dongsun KIM, David LO, Tegawendé F. BISSYANDE, and Jacques KLEIN Journal Article

Diffuse3D: Wide-angle 3D photography via bilateral diffusion, Yutao JIANG, Yang ZHOU, Yuan LIANG, Wenxi LIU, Jianbo JIAO, Yuhui QUAN, and Shengfeng HE Conference Proceeding Article

Economic policy uncertainty and imitation behaviors of corporate social responsibility practices: Evidence from China, Xingnan XUE and Nan HU Journal Article

Experiences of autistic Twitch livestreamers: “I have made easily the most meaningful and impactful relationships”, Terrance MOK, Anthony TANG, Adam MCCRIMMON, and Lora OEHLBERG Conference Proceeding Article

Feature prediction diffusion model for video anomaly detection, Cheng YAN, Shiyu ZHANG, Yang LIU, Guansong PANG, and Wenjun WANG Conference Proceeding Article

FlaCGEC: A Chinese grammatical error correction dataset with fine-grained linguistic annotation, Hanyue DU, Yike ZHAO, Qingyuan TIAN, Jiani WANG, Lei WANG, Yunshi LAN, and Xuesong LU Conference Proceeding Article

Hallucination detection: Robustly discerning reliable answers in Large Language Models, Yuyuan CHEN, Qiang FU, Yichen YUAN, Zhihao WEN, Ge FAN, Dayiheng LIU, Dongmei ZHANG, Zhixu LI, and Yanghua XIAO Conference Proceeding Article

HRGCN: Heterogeneous graph-level anomaly detection with hierarchical relation-augmented graph neural networks, Jiaxi LI, Guansong PANG, Ling CHEN, and Mohammad-Reza NAMAZI-RAD Conference Proceeding Article

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction, Jiabang HE, Lei WANG, Yi HU, Ning LIU, Hui LIU, Xing XU, and Heng Tao SHEN Conference Proceeding Article

Instance-specific algorithm configuration via unsupervised deep graph clustering, Wen SONG, Yi LIU, Zhiguang CAO, Yaoxin WU, and Qiqiang LI Journal Article

Invariant training 2D-3D joint hard samples for few-shot point cloud recognition, Xuanyu YI, Jiajun DENG, Qianru SUN, Xian-Sheng HUA, Joo-Hwee LIM, and Hanwang ZHANG Conference Proceeding Article

Multi-representation Variational Autoencoder via iterative latent attention and implicit differentiation, Nhu Thuat TRAN and Hady Wirawan LAUW Conference Proceeding Article

ObjectFusion: Multi-modal 3D object detection with object-centric fusion, Q. CAI, Y. PAN, T. YAO, Chong-wah NGO, and T. MEI Conference Proceeding Article

Owner-free Distributed Symmetric Searchable Encryption supporting Conjunctive queries, Qiuyun TONG, Xinghua LI, Yinbin MIAO, Yunwei WANG, Ximeng LIU, and Robert H. DENG Journal Article

PosMLP-Video: Spatial and temporal relative position encoding for efficient video recognition, Yanbin HAO, Diansong ZHOU, Zhicai WANG, Chong-wah NGO, Xiangnan HE, and Meng WANG Working Paper

PRI: PCH-based privacy-preserving with reusability and interoperability for enhancing blockchain scalability, Yuxian LI; Jian WENG; Wei WU; Ming LI; Yingjiu LI; Haoxin TU; Yongdong WU; and DENG, Robert H. Journal Article

PriRPT: Practical blockchain-based privacy-preserving reporting system with rewards, Rui. SHI, Yang YANG, Huamin. FENG, Feng. YUAN, Huiqin. XIE, and Jianyi. ZHANG Journal Article

Residual pattern learning for pixel-wise out-of-distribution detection in semantic segmentation, Y LIU, Choubo DING, Yu TIAN, Guansong PANG, Vasileios BELAGIANNIS, Ian REID, and Gustavo CARNEIRO Conference Proceeding Article

RIGID: Recurrent GAN inversion and editing of real face videos, Yangyang XU, Shengfeng HE, Kwan-Yee K. WONG, and Pingluo LUO Conference Proceeding Article

Robust Bidirectional Poly-Matching, Ween Jiann LEE, Maksim TKACHENKO, and Hady Wirawan LAUW Journal Article

Supporting artefact awareness in partially-replicated workspaces, Emran POH, Anthony TANG, Jenanie S. LEE, and Zhao SHENGDONG Conference Proceeding Article

The future can't help fix the past: Assessing program repair in the wild, Vinay KABADI, Dezhen KONG, Siyu XIE, Lingfeng BAO, Gede Artha Azriadi PRANA, Tien Duy B. LE, Xuan Bach D. LE, and David LO Conference Proceeding Article

Toward intention discovery for early malice detection in cryptocurrency, Ling CHENG, Feida ZHU, Yong WANG, Ruicheng LIANG, and Huiwen LIU Conference Proceeding Article

Towards an effective and interpretable refinement approach for DNN verification, Jiaying LI, Guangdong BAI, Long H. PHAM, and Jun SUN Conference Proceeding Article

UbiSurface: A robotic touch surface for supporting mid-air planar interactions in room-scale VR, Ryota GOMI, Kazuki TAKASHIMA, Yuki ONISHI, Kazuyuki FUJITA, and Yoshifumi KITAMURA Journal Article

Understanding the effect of counterfactual explanations on trust and reliance on AI for human-AI collaborative clinical decision making, Min Hun LEE and Chong Jun CHEW Journal Article

Underwater Image Translation via Multi-Scale Generative Adversarial Network, Dongmei YANG, Tianzi ZHANG, Boquan LI, Menghao LI, Weijing CHEN, Xiaoqing LI, and Xingmei WANG Journal Article

Unsupervised anomaly detection in medical images with a memory-augmented multi-level cross-attentional masked autoencoder, Yu TIAN, Guansong PANG, Yuyuan LIU, Chong WANG, Yuanhong CHEN, Fengbei LIU, Rajvinder SINGH, Johan W. VERJANS, Mengyu WANG, and Gustavo CARNEIRO Conference Proceeding Article

Visilience: An interactive visualization framework for resilience analysis using control-flow graph, Hailong JIANG, Shaolun RUAN, Bo FANG, Yong WANG, and Qiang GUAN Conference Proceeding Article

Voucher abuse detection with prompt-based fine-tuning on graph neural networks, Zhihao WEN, Yuan FANG, Yihan LIU, Yang GUO, and Shuji HAO Conference Proceeding Article

Your cursor reveals: On analyzing workers’ browsing behavior and annotation quality In crowdsourcing tasks, Pei-chi LO and Ee-peng LIM Journal Article

Collective prompt tuning with relation inference for document-level relation extraction, Changsen YUAN, Yixin CAO, and Heyan HUANG Journal Article

DScope: To reliably and securely acquire live data from Kernel-Compromised ARM devices, Zhe CHEN, Haiqing QIU, and Xuhua DING Conference Proceeding Article

Distributed representation learning with skip-gram model for trained random forests, Chao MA, Tianjun WANG, Le ZHANG, Zhiguang CAO, Yue HUANG, and Xinghao DING Journal Article

Skeleton tracking solutions for a low-cost stroke rehabilitation support system, Ana R. COIAS, Min Hun LEE, Alexandre BERNARDINO, and Asim SMAILAGIC Conference Proceeding Article

A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks, Ju JIA, Siqi MA, Yang LIU, Lina WANG, and Robert H. DENG Journal Article

AdaVis: Adaptive and explainable visualization recommendation for tabular data, Songheng ZHANG, Yong WANG, Haotian LI, and Huamin QU Journal Article

ArduinoProg: Towards automating Arduino programming, IMAM NUR BANI YUSUF, DIYANAH BINTE ABDUL JAMAL, and Lingxiao JIANG Conference Proceeding Article

Are we ready to embrace generative AI for software Q&A?, Bowen XU, Thanh-Dat NGUYEN, Thanh Le CONG, Thong HOANG, Jiakun LIU, Kisub KIM, Chen GONG, Changan NIU, Chenyu WANG, Xuan-Bach Dinh LE, and David LO Conference Proceeding Article

Are we ready to embrace generative AI for software Q&A?, Bowen XU, Thanh-Dat NGUYEN, Thanh LE-CONG, Thong HOANG, Jiakun LIU, Kisub KIM, Chen GONG, Changan NIU, Chenyu WANG, David LO, and David LO Conference Proceeding Article

AutoConf: Automated configuration of unsupervised learning systems using metamorphic testing and Bayesian optimization, Lwin Khin SHAR, GOKNIL Arda, Erik Johannes HUSOM, Sagar Sen SEN, Naing Tun YAN, and Kisub KIM Conference Proceeding Article

AutoDebloater: Automated android app debloating, Jiakun LIU, Xing HU, Thung Ferdian, Shahar MAOZ, Eran TOCH, Debin GAO, and David LO Conference Proceeding Article

Automated question title reformulation by mining modifcation logs from Stack Overflow, Ke LIU, Xiang CHEN, Chunyang CHEN, Xiaofei XIE, and Zhanqi CUI Journal Article

Carbon-aware mine planning with a novel multi-objective framework, NURUL ASYIKEEN BINTE AZHAR, Aldy GUNAWAN, Shih-Fen CHENG, and Erwin LEONARDI Conference Proceeding Article

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

Continual collaborative filtering through gradient alignment, Dinh Hieu DO and Hady Wirawan LAUW Conference Proceeding Article

Edge Distraction-aware Salient Object Detection, Sucheng REN, Wenxi LIU, Jianbo JIAO, Guoqiang HAN, and Shengfeng HE Journal Article

EndWatch: A practical method for detecting non-termination in real-world software, Yao ZHANG, Xiaofei XIE, Yi LI, Sen CHEN, Cen ZHANG, and Xiaohong LI Conference Proceeding Article

Experimental comparison of features, analyses, and classifiers for Android malware detection, Lwin Khin SHAR, Biniam Fisseha DEMISSIE, Mariano CECCATO, Naing Tun YAN, David LO, Lingxiao JIANG, and Christoph BIENERT Journal Article

Fair cloud auditing based on blockchain for resource-constrained IoT devices, Lei ZHOU, Anmin FU, Guomin YANG, Yansong GAO, Shui YU, and Robert H. DENG Journal Article

Fair Cloud Auditing based on Blockchain for resource-constrained IoT devices, Lei ZHOU, Anmin FU, Guomin YANG, Yansong GAO, Shui YU, and Robert H. DENG Journal Article

Fine-grained in-context permission classification for Android apps using control-flow graph embedding, Vikas Kumar MALVIYA, Naing Tun YAN, Chee Wei LEOW, Ailys Xynyn TEE, Lwin Khin SHAR, and Lingxiao JIANG Conference Proceeding Article

Generative model-based testing on decision-making policies, Zhuo LI, Xiongfei WU, Derui ZHU, Mingfei CHENG, Siyuan CHEN, Fuyuan ZHANG, Xiaofei XIE, Lei MA, and Jianjun ZHAO Conference Proceeding Article

Graph-level anomaly detection via hierarchical memory networks, Chaoxi NIU, Guansong PANG, and Ling CHEN Conference Proceeding Article

GRASP solution approach for the e-waste collection problem, Aldy GUNAWAN, Dang Viet Anh NGUYEN, Pham Kien Minh NGUYEN, and Pieter VANSTEENWEGEN Conference Proceeding Article

Hercules: Boosting the performance of privacy-preserving federated learning, Guowen XU, Xingshuo HAN, Shengmin XU, Tianwei ZHANG, Hongwei LI, Xinyi HUANG, and Robert H. DENG Journal Article

K-ST: A formal executable semantics of the structured text language for PLCs, Kun WANG, Jingyi WANG, Christopher M. POSKITT, Xiangxiang CHEN, Jun SUN, and Peng CHENG Journal Article

On predicting ESG ratings using dynamic company networks, Gary ANG, Zhiling GUO, and Ee-peng LIM Journal Article

Quantifying taxi drivers' behaviors with behavioral game theory, Mengyu JI, Yuhong XU, and Shih-Fen CHENG Conference Proceeding Article

Real: A representative error-driven approach for active learning, Cheng CHEN, Yong WANG, Lizi LIAO, Yueguo CHEN, and Xiaoyong DU Conference Proceeding Article

Revisiting the identification of the co-evolution of production and test code, Weifeng SUN, Meng YAN, Zhongxin LIU, Xin XIA, Yan LEI, and David LO Journal Article

RoSAS: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision, Hongzuo XU, Yijie WANG, Guansong PANG, Songlei JIAN, Ning LIU, and Yongjun WANG Journal Article

TESTSGD: Interpretable testing of neural networks against subtle group discrimination, Mengdi ZHANG, Jun SUN, Jingyi WANG, and Bing SUN Journal Article

The devil is in the tails: How long-tailed code distributions impact large language models, Xin ZHOU, Kisub KIM, Bowen XU, Jiakun LIU, DongGyun HAN, and David LO Conference Proceeding Article

Threshold attribute-based credentials with redactable signature, Rui SHI, Huamin FENG, Yang YANG, Feng YUAN, Yingjiu LI, Hwee Hwa PANG, and Robert H. DENG Journal Article

Uncertainty-adjusted inductive matrix completion with Graph Neural Networks, Petr KASALICKY, Antoine LEDENT, and Rodrigo ALVES Conference Proceeding Article

Understanding multi-homing and switching by platform drivers, Xiaotong GUO, Andreas HAUPT, Hai WANG, Rida QADRI, and Jinhua ZHAO Journal Article

When routing meets recommendation: Solving dynamic order recommendations problem in peer-to-peer logistics platforms, Zhiqin ZHANG, Waldy JOE, Yuyang ER, and Hoong Chuin LAU Conference Proceeding Article

Efficient Privacy-Preserving Federated Learning With Improved Compressed Sensing, Yifan. ZHANG, Yinbin. MIAO, Xinghua. LI, Linfeng. WEI, Zhiquan LIU, Kim-Kwang R. CHOO, and Robert H. DENG Journal Article

AI for connectivism learning - Undergraduate students’ experiences of ChatGPT in advanced programming courses, GOTTIPATI Swapna; Kyong Jin SHIM; and SHANKARARAMAN, Venky Conference Proceeding Article

Machine learning based financial aid management process, GOTTIPATI Swapna; SHANKARARAMAN, Venky; Komirisetti C. RAO; and Vennila VETRIVILLALAN Conference Proceeding Article

Automata-guided control-flow-sensitive fuzz driver generation, Cen ZHANG, Yuekang LI, Hao ZHOU, Xiaohan ZHANG, Yaowen ZHENG, Xian ZHAN, Xiaofei XIE, Xiapu LUO, Xinghua LI, Yang Liu LIU, and Sheikh M. HABIB Conference Proceeding Article