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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

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

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

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

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

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

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

Reimagining education with AI, Margherita PAGANI, Steven Miller, and Jerry WIND Working Paper

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

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

Reachability-aware fair influence maximization, Wenyue MA, Maximilian K. EGGER, Andreas PAVLOGIANNIS, Yuchen LI, and Panagiotis KARRAS 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

Decoding GPT mania in chinese stock market, Yan MA, Nan HU, and Shuyang JIA Conference Proceeding Article

Enabling sustainable freight forwarding network via collaborative games, Pang-Jin TAN, Shih-Fen CHENG, and Richard CHEN Conference Proceeding Article

A learned generalized geodesic distance function-based approach for node feature augmentation on graphs, Amitoz AZAD and Yuan FANG Conference Proceeding Article

Analyzing temporal complex events with large language models? A benchmark towards temporal, long context understanding, Zhihan ZHANG, Yixin CAO, Chenchen YE, MA. Yunshan, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article

A NEW HOPE: Contextual privacy policies for mobile applications and an approach toward automated generation, Shidong PAN, Zhen TAO, Thong HOANG, Dawen ZHANG, Tianshi LI, Zhenchang XING, Xiwei XU, Mark STAPLES, Thierry RAKOTOARIVELO, and David LO Conference Proceeding Article

An LLM-assisted easy-to-trigger poisoning attack on code completion models: Injecting disguised vulnerabilities against strong detection, Shenao YAN, Shen WANG, Yue DUAN, Hanbin HONG, Kiho LEE, Doowon KIM, and Yuan HONG Conference Proceeding Article

AnoPas: Practical anonymous transit pass from group signatures with time-bound keys, Rui SHI, Yang YANG, Yingjiu LI, Huamin FENG, Hwee Hwa PANG, and Robert H. DENG Journal Article

AnoPay: Anonymous payment for vehicle parking with updatable credential, Yang YANG, Wenyi XUE, Yonghua ZHAN, Minming HUANG, Yingjiu LI, and Robert H. DENG Journal Article

A survey on neural question generation : Methods, applications, and prospects, Shasha GUO, Lizi LIAO, Cuiping LI, and Tat-Seng CHUA Conference Proceeding Article

CausVSR: Causality inspired visual sentiment recognition, Xinyue ZHANG, Zhaoxia WANG, Hailing WANG, Jing XIANG, Chunwei WU, and Guitao CAO Conference Proceeding Article

Certified policy verification and synthesis for MDPs under distributional reach-avoidance properties, S. AKSHAY, Krishnendu CHATTERJEE, Tobias MEGGENDORFER, and Dorde ZIKELIC Conference Proceeding Article

Chain-of-exemplar: Enhancing distractor generation for multimodal educational question generation, Haohao LUO, Yang DENG, Ying SHEN, See-Kiong NG, and Tat-Seng CHUA Conference Proceeding Article

CLAMBER: A benchmark of identifying and clarifying ambiguous information needs in large language models, Tong ZHANG, Peixin QIN, Yang DENG, Chen HUANG, Wenqiang LEI, Junhong LIU, Dingnan JIN, Hongru LIANG, and Tat-Seng CHUA Conference Proceeding Article

Contrastive general graph matching with adaptive augmentation sampling, Jianyuan BO and Yuan FANG Conference Proceeding Article

Cross-problem learning for solving vehicle routing problems, Zhuoyi LIN, Yaoxin WU, Bangjian ZHOU, Zhiguang CAO, Wen SONG, Yingqian ZHANG, and Senthilnath JAYAVELU Conference Proceeding Article

EmpathyEar : An open-source avatar multimodal empathetic chatbot, Hao FEI, Han ZHANG, Bin WANG, Lizi LIAO, Qian LIU, and Erik CAMBRIA Conference Proceeding Article

Exponential qubit reduction in optimization for financial transaction settlement, Elias X. HUBER, Benjamin Y. L. TAN, Paul Robert GRIFFIN, and Dimitris G. ANGELAKIS Journal Article

Firm-level AI ethical awareness: measurement and effects, Yan MA and Nan HU Conference Proceeding Article

FOSS: Towards fine-grained unknown class detection against the open-set attack spectrum with variable legitimate traffic, Ziming ZHAO, Zhaoxuan LI, Xiaofei XIE, Jiongchi YU, Fan ZHANG, Rui ZHANG, Binbin CHEN, Xiangyang LUO, Ming HU, and Wenrui MA Journal Article

Fuel-saving route planning with data-driven and learning-based approaches: A systematic solution for harbor tugs, Shengming WANG, Xiaocai ZHANG, Jing LI, Xiaoyang WEI, Hoong Chuin LAU, Bing Tian DAI, Binbin Huang HUANG, Zhe XIAO, Xiuju FU, and Zheng QIN Conference Proceeding Article

G2Face: High-Fidelity Reversible Face Anonymization via generative and geometric priors, Haoxin YANG, Xuemiao XU, Cheng XU, Huaidong ZHANG, Jing QIN, Yi WANG, Pheng-Ann HENG, and Shengfeng HE Journal Article

Heterogeneous graph transformer with poly-tokenization, Zhiyuan LU, Yuan FANG, Cheng YANG, and Chuan SHI Conference Proceeding Article

Hierarchical neural constructive solver for real-world TSP scenarios, Yong Liang GOH, Zhiguang CAO, Yining MA, Yanfei DONG, Mohammed Haroon DUPTY, and Wee Sun LEE Conference Proceeding Article

How to avoid jumping to conclusions: Measuring the robustness of outstanding facts in knowledge graphs, Hanhua XIAO, Yuchen LI, Yanhao WANG, Panagiotis KARRAS, Kyriakos MOURATIDIS, and Natalia Rozalia AVLONA Conference Proceeding Article

Interpretable tensor fusion, Saurabh VARSHNEYA, Antoine LEDENT, Philipp LIZNERSKI, Andriy BALINSKYY, Purvanshi MEHTA, Waleed MUSTAFA, and Marius KLOFT Conference Proceeding Article

Is aggregation the only choice? Federated learning via layer-wise model recombination, Ming HU, Zhihao YUE, Xiaofei XIE, and Cheng Chen CHEN Conference Proceeding Article

Neural network semantic backdoor detection and mitigation: A causality-based approach, Bing SUN, Jun SUN, Wayne KOH, and Jie SHI Conference Proceeding Article

Nonfactoid question answering as query-focused summarization with graph-enhanced multihop inference, Yang DENG, Wenxuan ZHANG, Weiwen XU, Ying SHEN, and Wai LAM Journal Article

On the multi-turn instruction following for conversational web agents, Yang DENG, Xuan ZHANG, Wenxuan ZHANG, Yifei YUAN, See-Kiong NG, and Tat-Seng CHUA Conference Proceeding Article

Optimization of customer service and driver dispatch areas for on-demand food delivery, Jingfeng YANG, Hoong Chuin LAU, and Hai WANG Journal Article

Path-choice-constrained bus bridging design under urban rail transit disruptions, Yiyang ZHU, Jian Gang JIN, and Hai WANG Journal Article

Peep with a mirror: Breaking the integrity of Android app sandboxing via unprivileged cache side channel, Yan LIN, Joshua WONG, Xiang LI, Haoyu MA, and Debin GAO Conference Proceeding Article

Planning like human : A dual-process framework for dialogue planning, Tao HE, Lizi LIAO, Yixin CAO, Yuanxing LIU, Ming LIU, Zerui CHEN, and Bing QIN Conference Proceeding Article

Privacy-preserving fine-grained data sharing with dynamic service for the cloud-edge IoT, Jianfei SUN, Yangyang BAO, Weidong QIU, Rongxing LU, Songnian ZHANG, Yunguo GUAN, and Xiaochun CHENG Journal Article

Prompt tuning on Graph-Augmented Low-Resource text classification, Zhihao WEN and Yuan FANG Journal Article

Robust asynchronous federated learning with time-weighted and stale model aggregation, Yinbin MIAO, Ziteng LIU, Xinghua LI, Meng LI, Hongwei LI, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article

Self-chats from large language models make small emotional support chatbot better, Zhonghua ZHENG, Lizi LIAO, Yang DENG, Libo QIN, and Liqiang NIE Conference Proceeding Article

SIBO : A simple booster for parameter-efficient fine-tuning, Zhihao WEN, Jie ZHANG, and Yuan FANG Conference Proceeding Article

Solving long-run average reward robust MDPs via stochastic games, Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Mehrdad KARRABI, Petr NOVOTNÝ, and Dorde ZIKELIC Conference Proceeding Article

Speaker verification in agent-generated conversations, Yizhe YANG, Palakorn ACHANANUPARP, Heyan HUANG, Jing JIANG, and Ee-Peng LIM Conference Proceeding Article

STYLE: Improving domain transferability of asking clarification questions in large language model powered conversational agents, Yue CHEN, Chen HUANG, Yang DENG, Wenqiang LEI, Dingnan JIN, Jia LIU, and Tat-Seng CHUA Conference Proceeding Article

Synergizing Large Language Models and pre-trained smaller models for conversational intent discovery, Jinggui LIANG, Lizi LIAO, Hao FEI, and Jing JIANG Conference Proceeding Article

Tackling Stackelberg network interdiction against a boundedly rational adversary, Tien MAI, Avinandan BOSE, Arunesh SINHA, Thanh NGUYEN, and Ayushman Kumar SINGH Conference Proceeding Article

Task scheduling strategy for 3DPCP considering multidynamic information perturbation in green scene, JianJia HE, Jian WU, and Keng SIAU Journal Article

Unifying global-local representations in salient object detection with transformers, Sucheng REN, Nanxuan ZHAO, Qiang WEN, Guoqiang HAN, and Shengfeng HE Journal Article

WatME: Towards lossless watermarking through lexical redundancy, Liang CHEN, Yatao BIAN, Yang DENG, Deng CAI, Shuaiyi LI, Peilin ZHAO, and Kam-Fai WONG Conference Proceeding Article

FDFL: Fair and discrepancy-aware incentive mechanism for federated learning, Zhe CHEN; Haiyan ZHANG; Xinghua LI; Yinbin MIAO; Xiaohan ZHANG; Man ZHANG; Siqi MA; and DENG, Robert H. Journal Article

Key cooperative attribute-based encryption, Luqi HUANG, Willy SUSILO, Guomin YANG, and Fuchun GUO Conference Proceeding Article

SDSS: Sequential data sharing system in IoT, Jianchang LAI, Willy SUSILO, Robert H. DENG, and Fuchun GUO Journal Article

A bottom-up multi-disciplinary approach for sustainability education: UN-SDG 13.3, Benjamin GAN, Thomas MENKHOFF, Eng Lieh OUH, and Kevin CHEONG Conference Proceeding Article

Adan: Adaptive Nesterov Momentum Algorithm for faster optimizing deep models, Xingyu XIE, Pan ZHOU, Huan LI, Zhouchen LIN, and Shuicheng YAN Journal Article

Adaptive stabilization based on machine learning for column generation, Yunzhuang SHEN, Yuan SUN, Xiaodong LI, Zhiguang CAO, EBERHARD Andrew, and Guangquan ZHANG Conference Proceeding Article

A deep learning method to predict bacterial ADP-ribosyltransferase toxins, Dandan ZHENG, Siyu ZHOU, Lihong CHEN, Guansong PANG, and Jian YANG Journal Article

Application of an improved harmony search algorithm on electric vehicle routing problems, Vanny MINANDA, Yun-Chia LIANG, Angela H. L. CHEN, and Aldy GUNAWAN Journal Article

Broadening the view: Demonstration-augmented prompt learning for conversational recommendation, Quang Huy DAO, Yang DENG, Dung D. LE, and Lizi LIAO Conference Proceeding Article

Certified robust accuracy of neural networks are bounded due to Bayes errors, Ruihan ZHANG and Jun SUN Conference Proceeding Article

Closer to nature: A systematic review of virtual reality applications in environmental communication, Bo CHANG and Fiona Fui-hoon NAH Conference Proceeding Article

Comparative analysis of hate speech detection: Traditional vs. deep learning approaches, Haibo PEN, Nicole Anne Huiying TEO, and Zhaoxia WANG Conference Proceeding Article

Double issuer-hiding attribute-based credentials from tag-based aggregatable mercurial signatures, Rui SHI, Yang YANG, Yingjiu LI, Huamin FENG, Guozhen SHI, Hwee Hwa PANG, and Robert H. DENG Journal Article

ESem: To harden process synchronization for servers, Zhanbo WANG, Jiaxin ZHAN, Xuhua DING, Fengwei ZHANG, and Ning HU Conference Proceeding Article

EvilScreen attack: Smart TV hijacking via multi-channel remote control mimicry, Yiwei ZHANG, Siqi MA, Tiancheng CHEN, Juanru LI, Robert H. DENG, and Elisa BERTINO Journal Article

Exploring the market impact of Web3 identity imitation in Ethereum Name Service, Ping Fan KE and Yi Meng LAU Conference Proceeding Article

FedSTEM-ADL: A federated spatial-temporal episodic memory model for ADL prediction, Doudou WU, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

Fine-grained passenger load prediction inside metro network via smart card data, Xiancai TIAN, Chen ZHANG, and Baihua ZHENG Journal Article

Generalization analysis of deep nonlinear matrix completion, Antoine LEDENT and Rodrigo ALVES Conference Proceeding Article