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 2026 2026

Verbalizing LightGCN: Direct learning of textual representations from user-item interaction graph via LLMs, Manh-Khanh NGO HUU and Hady Wirawan LAUW Conference Proceeding Article

Fair adaptive influence maximization in social networks, Yi ZHOU, Wenyue MA, Yanhao WANG, Yuchen LI, and Panagiotis KARRAS Conference Proceeding Article

Rethinking NL2VIS: A comparative survey of LLM-based natural-language-to-visualisation frameworks, Tai Lin HOCK, Yunshan MA, and Zhaoxia WANG Conference Proceeding Article

Adaptive outlier detection over data stream, Rui ZHU, Mingyuan JIANG, Xiaochun YANG, Baihua ZHENG, Bin WANG, and Tao QIU Journal Article

“Alexa, Do Not Say That in Front of My Boss!” A cross-cultural comparison of user and AI preferences for privacy-aware smart speaker interactions across contexts, Lynne WARIN, Emily AURELIA, Anthony TANG, Emily AURELIA, and Delphine REINHARDT Journal Article

Anatomical domain shifts: Test-time heterogeneous adaptation for 3D human pose prediction, Qiongjie CUI, Pan ZHOU, Jingjing CHEN, and Na ZHAO Conference Proceeding Article

A novel hierarchical multi-agent system for payments using LLMs, Donghao HUANG, Joon Kiat CHUA, and Zhaoxia WANG Conference Proceeding Article

A pruning-based question-answering for interactive video search: a simple baseline, Yu Tong CHENG, Phuong Anh NGUYEN, and Chong-wah NGO Conference Proceeding Article

A survey of earable technology: Trends, tools, and the road ahead, Changshuo HU, Qiang YANG, Yang LIU, Tobias RÖDDIGER, Kayla-Jade BUTKOW, Mathias CILIBERTO, Adam Luke PULLIN, Jake STUCHBURY-WASS, Mahbub HASSAN, Cecilia MASCOLO, and Dong MA Journal Article

Benchmarking gaslighting negation attacks against multimodal large language models, Bin ZHU, Yinxuan GUI, Huiyan QI, Jingjing CHEN, Chong-wah NGO, and Ee-peng LIM Conference Proceeding Article

CFALR: Collaborative filtering-augmented large language model for personalized fashion outfit recommendation, Yujuan DING, Junrong LIAO, Yunshan MA, Yi BIN, Wenqi FAN, Tat-Seng CHUA, and Qing LI Journal Article

Co-designing with autistic livestreamers: care, constraints, and trade-offs in livestreaming, Terrance MOK, Anthony TANG, and Lora OEHLBERG Conference Proceeding Article

Context matters: Auditing gender bias in T2I generation through risk-tiered use-case profiles, JOSE LUIS LUNA CAMPOVERDE, Yankun WU, Xiaofei XIE, and Noa GARCIA Conference Proceeding Article

Enhancing pointing gestures of non-HMD users in asymmetric collocated mixed reality collaboration, Nam-Dang VO, Van-Vinh THAI, Anthony TANG, and Khanh-Duy LE Conference Proceeding Article

ESG reporting lifecycle management with large language models and AI agents, Thong HOANG, Mykhailo KLYMENKO, Xiwei XU, Shidong PAN, Yi DING, Xushuo TANG, Zhengyi YANG, Jieke SHI, and David LO Conference Proceeding Article

Extensive and intensive margin labor supply on ride-sourcing platforms, Hao SUN, Hai WANG, and Zhixi WAN Journal Article

“From remembering to shaping”: Narrating shared experiences by co-designing cultural heritage artifacts in collaborative VR, Yushang YANG, Fanxu MENG, Fiona Fui-hoon NAH, and L. C. RAY Conference Proceeding Article

Frozen LVLMs for micro-video recommendation: a systematic study of feature extraction and fusion, Huatuan SUN, Yunshan MA, Changguang WU, Yanxin ZHANG, Pengfei WANG, and Xiaoyu DU Conference Proceeding Article

“Grandpa, can you speak nicer?”: envisioned chatbot roles and design tensions in intergenerational communication conflicts, Tianyi ZHANG, Emran Bin Elias POH, Yueyue HOU, Yi-Chieh LEE, Renwen ZHANG, Jiannan LI, and Anthony TANG Conference Proceeding Article

Group conversational agents: A review of designs that support and shape group interaction, ShunYi YEO, Tianyi ZHANG, Scott BATEMAN, Gary HSIEH, Young-Ho KIM, Simon Tangi PERRAULT, Jiannan LI, and Anthony TANG Conference Proceeding Article

HappyCal: Designing text and image-based supports for savouring positive work experiences, Molly STEWART, Minghao CAI, Anthony TANG, Sam LIU, Chris MOSUNIC, and Sowmya SOMANATH Conference Proceeding Article

Hide-and-sweep: Detecting concealed cameras via LED illumination sweeps, Jonghyuk YUN, Jaeyoung MOON, Yunseo PARK, Sean Rui Xiang TAN, Byunghyun KIM, Rajesh Krishna BALAN, and Jun HAN Conference Proceeding Article

History to future: Evolving agent with experience and thought for zero-shot vision-and-language navigation, Guangzhao DAI, Shuo WANG, Zihan WANG, Guo-Sen XIE, Yang YANG, Jinshan PAN, Qianru SUN, and Xiangbo SHU Conference Proceeding Article

How do machine learning models change?, Joel CASTAÑO, Rafael CABAÑAS, Antonio SALMERÓN, David LO, and Silverio MARTÍNEZ-FERNÁNDEZ Journal Article

HyDPN: A Hybrid Deep Reinforcement Learning, Programming, and Neighborhood Operations framework for integrated scheduling on parallel batch processing machines, Yuqi WANG, He LUO, Guoqiang WANG, and Zhaoxia WANG Journal Article

InterFold: learning interpretable diffusion manifolds beyond binary samples, Alexander Vincent LEWI, Rainer TAN, and Shengfeng HE Conference Proceeding Article

Language embeddings meet shallow autoencoders, Rodrigo ALVES, Vojtěch VANČURA, Pavel KORDÍK, and Antoine LEDENT Conference Proceeding Article

Long-term mine planning: A survey of classical, hybrid and artificial intelligence-based methods, Nurul Asyikeen AZHAR, Aldy GUNAWAN, Shih-Fen CHENG, and Erwin LEONARDI Journal Article

Not too early, not all at once: Design tensions in AI-mediated self-disclosure in online dating, Pei-Hua TSAI, Tianyi ZHANG, Emran Bin Elias POH, Anthony TANG, and Yung-Ju CHANG Conference Proceeding Article

On-the-Fly Generation-Quality Enhancement of Deep Code Models via Model Collaboration, Weifeng Sun, Naiqi Huang, Meng Yan, Zhongxin Liu, Hongyan Li, Yan Lei, and David LO Journal Article

PatchFuzz: Patch fuzzing for JavaScript engines, Junjie WANG, Zhihua XIE, Xiaofei XIE, Xiaoning DU, and Xiangwei ZHANG Journal Article

PPG-Sport: a dataset for reliable heart rate monitoring from wrist PPG under dynamic sports conditions, Changshuo HU, Hung Manh PHAM, Yiming ZHANG, Guanru YAN, Xiao MA, Yuezhong WU, Thivya KANDAPPU, Archan MISRA, and Dong MA Journal Article

RC-NF: Robot-conditioned normalizing flow for real-time anomaly detection in robotic manipulation, Shijie ZHOU, Bin ZHU, Jiarui YANG, Xiangyu ZHAO, Jingjing CHEN, and Yu-Gang JIANG Conference Proceeding Article

RoDE: Linear rectified mixture of diverse experts for food large multi-modal models, Pengkun JIAO, Xinlan WU, Bin ZHU, Jingjing CHEN, Chong-wah NGO, and YU-GANG Conference Proceeding Article

SAM3-LiteText: An anatomical study of the SAM3 text encoder for efficient vision-language segmentation, Chengxi ZENG, Yuxuan JIANG, Ge GAO, Shuai WANG, Duolikun DANIER, Bin ZHU, Stevan RUDINAC, David BULL, and Fan ZHANG Conference Proceeding Article

Scaling up multi-agent reinforcement learning for large agent teams and long-horizon tasks: A survey, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article

SoK: Understanding zkVM: from research to practice, Guomin YANG, Yunbo YANG, Yuejia CHENG, Haibo TANG, Bingsheng ZHANG, and Kui REN Conference Proceeding Article

Task complexity matters: An empirical study of reasoning in LLMs for sentiment analysis, Donghao HUANG and Zhaoxia WANG Conference Proceeding Article

The AI shift: How leaders can avoid falling behind?, Steven Miller and Varunika Goyal Video

The stars align: Modeling user rating calibration with sparse semantic review features, Rodrigo ALVES and Antoine LEDENT Conference Proceeding Article

To wait or to transfer? A three-level optimization framework for intermodal transfer coordination in first train timetabling and bus bridging services management, Hao LI, Liujiang KANG, Norman WEIK, Huijun SUN, Qingying LAI, and Zhiguang CAO Journal Article

Vehicle-based multi-services for future smart cities, Hao SUN, Jinhua ZHAO, Hai YANG, Shenhao WANG, Hamsa BALAKRISHNAN, Thomas W. MALONE, and Hai WANG Journal Article

VideoCreator: An agentic system for multi-turn video production, Zhengyang LIANG, Yan SHU, Cathal GURRIN, Nicu SEBE, and Lizi LIAO Conference Proceeding Article

When politics meets digital assets: Gender identity salience and NFT pricing after Roe v. Wade, Xiang LIU, Yao ZHAO, and Ping Fan KE Conference Proceeding Article

When agents fail to act: A diagnostic framework for tool invocation reliability in multi-agent LLM systems, Donghao HUANG, Gauri MALWE, and Zhaoxia WANG Conference Proceeding Article

Effectiveness of ChatGPT as a team member in data science project, Michelle L. F. CHEONG and Yun-Chen CHEN Conference Proceeding Article

AdaFedRec: Adaptive heterogeneous federated recommender systems across multi-device users, Zhenkai LI, Ming HU, Chentao JIA, Yining SUN, Zhufeng LU, Mingyang YU, Xiaofei XIE, and Xiaofei XIE Conference Proceeding Article

CASE: A comprehensive and interactive influence analysis system for social networks (Demo), Xueqin CHANG, Chuanyu LIU, Qing LIU, Baihua ZHENG, and Yunjun GAO Conference Proceeding Article

CLG-MSTS: Contrastive learning-guided multi-scale temporal-spatial network for cross-subject emotion recognition, Chuangang LI, Junchang XIN, Qi SHEN, Bing Tian DAI, Xinyao LIU, and Zhiqiong WANG Conference Proceeding Article

Semi-supervised segmentation of teeth and root canals for bitewing X-ray images incorporating one-dimensional anatomical priors, Yin PAN, Zhi ZENG, Zhiyuan ZHANG, Khalil UR REHMAN, and Yibin TIAN Conference Proceeding Article

Causality-driven test case minimisation for cyber-physical systems, Michael FOSTER, Christopher M. POSKITT, Nicholas R. LATIMER, Neil WALKINSHAW, Richard SOMERS, and Robert M. HIERONS Journal Article

Collaborative practices and tool utilization in software development projects: A student perspective, Yi Meng LAU, Muhammad Syahmi Bin ABBAS, and Lingxiao JIANG Conference Proceeding Article

Detecting doubt in reflective learning: A learning analytics study with large and small language models, Eng Lieh OUH, Kar Way TAN, Siaw Ling LO, and Yuhao ZHANG Conference Proceeding Article

Enhancing action and ingredient modeling for semantically grounded recipe generation, Guoshan LIU, Bin ZHU, Yian LI, Jingjing CHEN, Chong-wah NGO, and Yu-Gang JIANG Conference Proceeding Article

Fighting against recruitment scams: Theory-driven supervised learning and empirical analysis for digital fraudulent recruitment posting behavior, Tom (Tianteng) WANG, David (Jingjun) XU, Keng SIAU, and Zhongju (John) ZHANG Journal Article

Func: Reducing the impact of Android framework evolution on malware detection, Hailong YU, Tiantian WANG, Lwin Khin SHAR, Hanmeng LI, and David LO Journal Article

GenCode: A generic data augmentation framework for boosting deep learning-based code understanding, Zeming DONG, Qiang HU, Xiaofei XIE, Maxime CORDY, Mike PAPADAKIS, Yves LE TRAON, and Jianjun ZHAO Journal Article

Generation of elaborated, targeted and effective feedback for novice programmers using LLM, Hua Leong FWA Conference Proceeding Article

Market reactions to deceptive language in fake news: implications from language expectancy theory and transfer learning, Ka Chung NG, Ping Fan KE, Ping Fan, Mike SO, TAM, and Kar Yan Journal Article

MEASE: Multi-agent Episodic Action Sequence Explanation, Phyo Wai KHAING, Minghong GENG, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

Natural adversaries: Fuzzing autonomous vehicles with realistic roadside object placements, Yang SUN, Haoyu WANG, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

Open source software development tool installation: Challenges and strategies for novice developers, Larissa Salerno, Christoph TREUDE, and Patanamon Thongtanunam Journal Article

Quantitative bounds on resource usage of probabilistic programs, Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC Journal Article

Robots and ageing population – Rehabilitation and social robots, Yuzhou QIAN and Keng SIAU Conference Proceeding Article

Selective concolic testing, Guofeng ZHANG, Zhenbang CHEN, Ziqi SHUAI, Jun SUN, Weijiang HONG, Yufeng ZHANG, Ji WANG, and Yang LIU Conference Proceeding Article

SeVoAuth: Secure Voiceprint Authentication with Hash-based Feature Transformation, Rui ZHANG, Zheng YAN, and Robert H. DENG Journal Article

Synthesis and evaluation of long-term history-aware medical dialogue, Hebin HU, Renke DAI, Ah-hwee TAN, and Yilin KANG Conference Proceeding Article

AgentSpec: Customizable runtime enforcement for safe and reliable LLM agents, Haoyu WANG, Christopher M. POSKITT, and Jun SUN Conference Proceeding Article

A lightweight state space model with multiscale morphology and low-rank head for hyperspectral image classification, Shanglei CHAI, Zhenpeng ZHANG, Zhiyuan ZHANG, Zhi ZENG, Dajiang LU, and Yibin TIAN Journal Article

AutoBackdoor: Automating backdoor attacks via LLM agents, Yige LI, Zhe LI, Wei ZHAO, Nay Myat MIN, Hanxun HUANG, Xingjun MA, and Jun SUN Conference Proceeding Article

AutoLogger: A multi-agent framework for the end-to-end automated logging, Renyi ZHONG, Yintong HUO, Wenwei GU, Yichen LI, and Michael R. LYU Conference Proceeding Article

Be responsible in your answers! Monitoring out-of-domain behaviors in domain-specific LLMs, Boquan LI, Chenzhe LOU, Zhe REN, Peixin ZHANG, Zirui FU, Jun SUN, and Yaowen ZHENG Conference Proceeding Article

Bridging bug localization and issue fixing: A hierarchical localization framework leveraging large language models, Jianming CHANG, Xin ZHOU, Lulu WANG, David LO, and Bixin LI Journal Article

Bridging draft policy misalignment: Group tree optimization for speculative decoding, Shijing HU, Jingyang LI, Zhihui LU, and Pan ZHOU Conference Proceeding Article

Causality-aware safety testing for Autonomous Driving Systems, Wenbing TANG, Mingfei CHENG, Renzhi WANG, Yuan ZHOU, Chengwei LIU, Yang LIU, and Zuohua DING Journal Article

Challenges in synchronous and remote collaboration around visualization, Matthew BREHMER, Maxime CORDEIL, Christophe HURTER, Takayuki ITOH, Wolfgang BÜSCHEL, Mahmood JASIM, Arnaud PROUZEAU, David SAFFO, Lyn BARTRAM, Sheelagh CARPENDALE, Chen ZHU-TIAN, Andrew CUNNINGHAM, Anthony TANG, Samuel HURON, Masahiko ITOH, Arpit JOSHI, Kiyoshi KIYOKAWA, Hideaki KUZUOKA, Bongshin LEE, and Guillermo MOLINA LEÓN Conference Proceeding Article

ConfLogger: Enhance systems’ configuration diagnosability through configuration logging, Shiwen SHAN, Yintong HUO, Yuxin SU, Zhining WANG, Dan LI, and Zibin ZHENG Conference Proceeding Article

Context engineering for AI agents in open-source software, Seyedmoein MOHSENIMOFIDI, Matthias GALSTER, Christoph TREUDE, and Sebastian BALTES Conference Proceeding Article

Developing blockchain-based transparent e-commerce solutions for Danish SMEs to promote sustainable design products, Somnath MAZUMDAR, Robert John KAUFFMAN, Thomas JENSEN, Raghava Rao MUKKAMALA, and Jan DAMSGAARD Journal Article

Discrete diffusion for bundle construction, Teng TU, Ai LI, Yunshan MA, Shuo XU, Xiaohao LIU, Haokai MA, Liang PANG, and Tat-Seng CHUA Conference Proceeding Article

Distributional vision-language alignment by Cauchy-Schwarz divergence, Wenzhe YIN, Zehao XIAO, Pan ZHOU, Shujian YU, Jiayi SHEN, Jan-Jakob SONKE, and Stratis GAVVES Conference Proceeding Article

Dragging with geometry: From pixels to geometry-guided image editing, Xinyu PU, Hongsong WANG, Jie GUI, and Pan ZHOU Conference Proceeding Article

DreamCS: Geometry-aware text-to-3D generation with unpaired 3D reward supervision, Xiandong ZOU, Ruihao XIA, Hongsong WANG, and Pan ZHOU Conference Proceeding Article

Finding missing input validation in TEEs via LLM-assisted symbolic execution, Chengyan MA, Jieke SHI, Ruidong HAN, Ye LIU, Yuqing NIU, and David LO Conference Proceeding Article

From function to repository: Towards repository-level evaluation of software vulnerability detection, Xin-Cheng WEN, Xinchen WANG, Yujia CHEN, Ruida HU, David LO, and Cuiyun GAO Journal Article

From spatial to actions: Grounding vision-language-action model in spatial foundation priors, Zhengshen ZHANG, Hao LI, Yalun DAI, Zhengbang ZHU, Lei ZHOU, Chenchen LIU, Dong WANG, Francis E. H. TAY, Sijin CHEN, Ziwei LIU, Yuxiao LIU, Xinghang LI, and Pan ZHOU Conference Proceeding Article

HyperSiniel: Guaranteed output delivery comes (almost) free in private delegation of zkSNARKs, Yunbo Yang; Yuejia Cheng; Junkai Liang; Kailun Wang; Xuanming Liu; Xiaoguo Li; Jianfei SUN; Jiachen Shen; Xiaolei Dong; Zhenfu Cao; Meng HAO; Guomin YANG; DENG, Robert H.; and Kui Ren Journal Article

Learning feature inversion for multi-class anomaly detection under general-purpose COCO-AD benchmark, Jiangning ZHANG, Chengjie WANG, Xiangtai LI, Guanzhong TIAN, Zhucun XUE, Yong LIU, Guansong PANG, and Dacheng TAO Journal Article

LLMQuA: Practical backdoor injection on large language model quantization, Xiangxiang CHEN, Peixin ZHANG, Jun SUN, Jin Song DONG, Wenhai WANG, and Jingyi WANG Conference Proceeding Article

Managing reproducibility debt in scientific software: A practical framework, Zara HASSAN, Christoph TREUDE, Graham WILLIAMS, Michael NORRISH, and Alex POTANIN Conference Proceeding Article

On autopilot? An empirical study of human-AI teaming and review practices in open source, Haoyu GAO, Peerachai BANYONGRAKKUL, Hao GUAN, Mansooreh ZAHEDI, and Christoph TREUDE Conference Proceeding Article

PatchGPT: Multi-agent patch backporting without model fine-tuning, Ye LIU, Ruidong HAN, Chengyan MA, Yuqing NIU, and David LO Conference Proceeding Article

PenForge: On-the-fly expert agent construction for automated penetration testing, Huihui HUANG, Jieke SHI, Junkai CHEN, Ting ZHANG, Yikun LI, Chengran YANG, Eng Lieh OUH, Lwin Khin SHAR, and David LO Conference Proceeding Article

Portrait shadow removal via self-exemplar illumination equalization, Qian HUANG, Cheng XU, Guiqing LI, Ziheng WU, Shengxin LIU, and Shengfeng HE Conference Proceeding Article

Prompting frameworks for large language models: A survey, Xiaoxia LIU, Jingyi WANG, Jun SUN, Xiaohan YUAN, Guoliang DONG, Peng DI, Wenhai WANG, and Dongxia WANG Journal Article

Propaganda AI: An analysis of semantic divergence in large language models, Nay Myat MIN, Long H. PHAM, Yige LI, and Jun SUN Conference Proceeding Article

Real-time motion-controllable autoregressive video diffusion, Kesen ZHAO, Jiaxin SHI, Beier ZHU, Junbao ZHOU, Xiaolong SHEN, Yuan ZHOU, Qianru SUN, and Hanwang ZHANG Conference Proceeding Article

Reasoning on time-series for financial technical analysis, Kelvin J. L. KOA, Jan CHEN, Yunshan MA, Huanhuan ZHENG, and Tat-Seng CHUA Conference Proceeding Article

Reducing class-wise performance disparity via margin regularization, Beier ZHU, Kesen ZHAO, Jiequan CUI, Qianru SUN, Yuan ZHOU, Xun YANG, and Hanwang ZHANG Conference Proceeding Article

Rethinking artifact evaluation for software engineering in the age of generative AI, Christoph TREUDE, Christopher M. POSKITT, and Rashina HODA Conference Proceeding Article