Research Collection School of Computing and Information Systems | School of Computing and Information Systems | Singapore Management University

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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 2024 2024

Context-aware adapter tuning for few-shot relation learning in knowledge graphs, Ran LIU, Zhongzhou LIU, Xiaoli LI, and Yuan FANG Conference Proceeding Article

DC-Instruct : an effective framework for generative multi-intent spoken language understanding, Bowen XING, Lizi LIAO, and Minlie HUANG Conference Proceeding Article

Defending large language models against jailbreak attacks via layer-specific editing, Wei ZHAO, Zhe LI, Yige LI, Jun SUN, and Jun SUN Conference Proceeding Article

Don’t just say “I don’t know”! Self-aligning Large Language Models for responding to unknown questions with explanations, Yang DENG, Yong ZHAO, Moxin LI, See-Kiong NG, and Tat-Seng CHUA Conference Proceeding Article

Efficient multiplicative-to-additive function from Joye-Libert cryptosystem and its application to threshold ECDSA, Haiyang XUE, Ho Man AU, Mengling LIU, Yin Kwan CHAN, Handong CUI, Xiang XIE, Hon Tsz YUEN, and Chengru ZHANG Conference Proceeding Article

Experience as source for anticipation and planning : Experiential policy learning for target-driven recommendation dialogues, Quang Huy DAO, Yang DENG, Khanh-Huyen BUI, Dung D. LE, and Lizi LIAO Conference Proceeding Article

EyeGraph : Modularity-aware spatio temporal graph clustering for continuous event-based eye tracking, Panahetipola Mudiyanselage Nuwan BANDARA, Thivya KANDAPPU, Archan MISRA, Ila GOKARN, and Archan MISRA Conference Proceeding Article

EyeTrAES : Fine-grained, low-latency eye tracking via adaptive event slicing, Argha SEN, Panahetipola Mudiyanselage Nuwan BANDARA, Ila GOKARN, Thivya KANDAPPU, and Archan MISRA Journal Article

From data to application: Harnessing big spatial data and spatially explicit machine learning model for landslide susceptibility prediction and mapping, Min Naing KHANT, Mei Yi Victoria Grace ANN, and Tin Seong KAM Conference Proceeding Article

Hi3D: Pursuing high-resolution image-to-3D generation with video diffusion models, Haibo YANG, Yang CHEN, Yingwei PAN, Ting YAO, Zhineng CHEN, Chong-wah NGO, and Tao MEI Conference Proceeding Article

IRL for restless multi-armed bandits with applications in maternal and child health, Gauri JAIN, Pradeep VARAKANTHAM, Haifeng XU, Aparna TANEJA, Prashant DOSHI, and Milind TAMBE Conference Proceeding Article

Island-based evolutionary computation with diverse surrogates and adaptive knowledge transfer for high-dimensional data-driven optimization, Xian-Rong ZHANG, Yue-Jiao GONG, Zhiguang CAO, and Jun ZHANG Journal Article

Just-In-Time TODO-missed commits detection, Haoye WANG, Zhipeng GAO, Xing HU, David LO, John GRUNDY, and Xinyu WANG Journal Article

Leveraging Large Language Model for automatic patch correctness assessment, Xin ZHOU, Bowen XU, Kisub KIM, DongGyun HAN, Hung Huu NGUYEN, Thanh LE-CONG, Junda HE, Bach LE, and David LO Journal Article

Lightweight privacy-preserving cross-cluster federated learning with heterogeneous data, Zekai CHEN, Shengxing YU, Farong CHEN, Fuyi WANG, Ximeng LIU, and Robert H. DENG Journal Article

LR-Auth: Towards practical implementation of implicit user authentication on earbuds, Changshuo HU, Xiao MA, Xinger HUANG, Yiran SHEN, and Dong MA Journal Article

Marrying Top-k with Skyline Queries: Operators with Relaxed Preference Input and Controllable Output Size, Kyriakos MOURATIDIS, Keming LI, and Bo TANG Journal Article

Multimodal misinformation detection by learning from synthetic data with multimodal LLMs, Fengzhu ZENG, Wenqian LI, Wei GAO, and Yan PANG Conference Proceeding Article

Multi-type attention for solving multi-depot vehicle routing problems, Jinqi LI, Bing Tian DAI, Yunyun NIU, Jianhua XIAO, and Yaoxin WU Journal Article

National use of artificial intelligence for eye screening in Singapore, Dinesh Visva GUNASEKERAN, Steven MILLER, Wynne HSU, Mong LI, Tym Hon WONG, Mun Tuck LEE, Ecosse LAMOUREAU, Daniel Shu Wei TING, Gavin Siew Wei TAN, and Tien-Yin WONG Journal Article

Navigating weight prediction with diet diary, Yinxuan GUI, Bin ZHU, Jingjing CHEN, Chong-wah NGO, and Yu-Gang JIANG Conference Proceeding Article

PCQPR : Proactive conversational question planning with reflection, Shasha GUO, Lizi LIAO, Jing ZHANG, Cuiping LI, and Hong CHENG Conference Proceeding Article

Revisiting conversation discourse for dialogue disentanglement, Bobo LI, Hao FEI, Fei LI, Shengqiong WU, Lizi LIAO, Yinwei WEI, Tat-seng CHUA, and Donghong JI Journal Article

Revisiting the conflict-resolving problem from a semantic perspective, Jinhao DONG, Jun SUN, Yun LIN, Yedi ZHANG, Murong MA, Jin Song DONG, and Dan HAO Conference Proceeding Article

Scoping software engineering for AI: The TSE perspective, Sebastián UCHITEL, Marsha CHECHIK, Massimiliano DI PENTA, Bram ADAMS, Nazareno AGUIRRE, Gabriele BAVOTA, Domenico BIANCULLI, Kelly BLINCOE, Ana CAVALCANTI, Yvonne DITTRICH, Filomena FERRUCCI, Rashina HODA, LiGuo HUANG, David LO, and et al. Transcript

Selective annotation via data allocation: These data should be triaged to experts for annotation rather than the model, Chen HUANG, Yang DENG, Wenqiang LEI, Jiancheng LV, and Ido DAGAN Conference Proceeding Article

Strength lies in differences! improving strategy planning for non-collaborative dialogues via diversified user simulation, Tong ZHANG, Chen HUANG, Yang DENG, Hongru LIANG, Jia LIU, Zujie WEN, Wenqiang LEI, and Tat-Seng CHUA Conference Proceeding Article

Thoughts to target: Enhance planning for target-driven conversation, Zhonghua ZHENG, Lizi LIAO, Yang DENG, Ee-peng LIM, Minlie HUANG, and Liqiang NIE Conference Proceeding Article

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

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

Digital transformation and the future of work : Closing the digital skills gap, Siu Loon HOE Journal 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

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

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

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

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

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

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