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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 2022 2022

HCI in Business, Government and Organizations: 9th International Conference, HCIBGO 2022, Virtual Event, June 26 - July 1: Proceedings, Fiona Fui-hoon NAH and Keng SIAU Edited Conference Proceeding

HCI International 2022: Late breaking papers: HCI for Today's Community and Economy, 24th International Conference on Human-Computer Interaction, Virtual Event, June 26 - July 1: Proceedings, Matthias RAUTERBERG, Fiona Fui-hoon NAH, Keng SIAU, H. KROMKER, J. WEI, and G. SALVENDY Edited Conference Proceeding

Identifying legal and ethical values in AI, Keng SIAU, Fiona NAH, Chunyan DING, and Fiona Fui-hoon NAH Conference Proceeding Article

LEAD1.0: A large-scale annotated dataset for energy anomaly detection in commercial buildings, Manoj GULATI and Pandarasamy ARJUNAN Conference Proceeding Article

Learning to ask critical questions for assisting product search, Zixuan LI, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article

Legal and regulatory issues on artificial intelligence, machine learning, data science, and big data, Wai Yee WAN, Michael TSIMPLIS, Keng SIAU, Wei T. YUE, Fiona Fui-hoon NAH, and Gabriel M. YU Conference Proceeding Article

Lightweight privacy-preserving spatial keyword query over encrypted cloud data, Yutao YANG, Yinbin MIAO, Kim-Kwang Raymond CHOO, and Robert H. DENG Conference Proceeding Article

Multi-agent reinforcement learning for traffic signal control through universal communication method, Qize JIANG, Minhao QIN, Shengmin SHI, Weiwei Sun SUN, and Baihua ZHENG Conference Proceeding Article

Multi-level cross-view contrastive learning for knowledge-aware recommender system, Ding ZOU, Wei WEI, Xian-Ling MAO, Ziyang WANG, Minghui QIU, Feida ZHU, and Xin CAO Conference Proceeding Article

Multi-level cross-view contrastive learning for knowledge-aware recommender system, Ding ZOU, Wei WEI, Xian-Ling MAO, Ziyang WANG, Minghui QIU, Feida ZHU, and Xin CAO Conference Proceeding Article

Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem, Yunyun NIU, Jie SHAO, Jianhua XIAO, Wen SONG, and Zhiguang CAO Journal Article

Neural network based scene text recognition [US Patent US 2022/0237403 A1], Pan ZHOU, Peng TANG, Ran XU, and Steven Chu Hong HOI Patent

NPC: Neuron path coverage via characterizing decision logic of deep neural networks, Xiaofei XIE, Tianlin LI, Jian WANG, Lei MA, Qing GUO, Felix JUEFEI-XU, and Yang LIU Journal Article

On measuring network robustness for weighted networks, Jianbing ZHENG, Ming GAO, Ee-peng LIM, David LO, Cheqing JIN, and Aoying ZHOU Journal Article

Order constraints in optimal transport, Fabian LIM, Laura WYNTER, and Shiau Hong LIM Conference Proceeding Article

Proceedings of the 13th International Workshop on Graph Computation Models (GCM 2022), Reiko HECKEL and Christopher M. POSKITT Edited Conference Proceeding

Prototypical graph contrastive learning, Shuai LIN, Chen LIU, Pan ZHOU, Zi-Yuan HU, Shuojia WANG, Ruihui ZHAO, Yefeng ZHENG, Liang LIN, Eric XING, and Xiaodan LIANG Journal Article

Q2R: A query-to-resolution system for natural-language queries, Shiau Hong LIM and Laura WYNTER Conference Proceeding Article

Reflection as an agile course evaluation tool, Siaw Ling LO, Pei Hua CHER, and Fernando BELLO Conference Proceeding Article

Review of some existing QML frameworks and novel hybrid classical-quantum neural networks realising binary classification for the noisy datasets, N. Schetakis, D. Aghamalyan, Paul Robert GRIFFIN, and M. Boguslavsky Journal Article

Robustness and personalization in federated learning: A unified approach via regularization, Achintya KUNDU, Pengqian YU, Laura WYNTER, and Shiau Hong LIM Conference Proceeding Article

Self-guided learning to denoise for robust recommendation, Yunjun GAO, Yuntao DU, Yujia HU, Lu CHEN, Xinjun ZHU, Ziquan FANG, and Baihua ZHENG Conference Proceeding Article

Self-supervised video representation learning by uncovering spatio-temporal statistics, Jiangliu WANG, Jianbo JIAO, Linchao BAO, Shengfeng HE, Wei LIU, and Yun-hui LIU Journal Article

Structured and natural responses co-generation for conversational search, Chenchen YE, Lizi LIAO, Fuli FENG, Wei JI, and Tat-Seng CHUA Conference Proceeding Article

Techniques to enhance a QUBO solver for permutation-based combinatorial optimization, Siong Thye GOH, Jianyuan BO, Sabrish GOPALAKRISHNAN, and Hoong Chuin LAU Conference Proceeding Article

Test mimicry to assess the exploitability of library vulnerabilities, Hong Jin KANG, Truong Giang NGUYEN, Bach LE, Corina S. PASAREANU, and David LO Conference Proceeding Article

Threshold multi-keyword search for cloud-based group data sharing, Yinbin MIAO, Robert H. DENG, Kim-Kwang Raymond CHOO, Ximeng LIU, and Hongwei LI Journal Article

Time-controlled hierarchical multikeyword search over encrypted data in cloud-assisted IoT, Tong LIU, Yinbin MIAO, Kim-Kwang Raymond CHOO, Hongwei LI, Ximeng LIU, Xiangdong MENG, and Robert H. DENG Journal Article

Time dependent orienteering problem with time windows and service time dependent profits, M. Khodadadian, A. Divsalar, C. Verbeeck, Aldy GUNAWAN, and P. Vansteenwegen Journal Article

Towards aligning slides and video snippets: Mitigating sequence and content mismatches, Ziyuan LIU and Hady W. LAUW Conference Proceeding Article

Uncovering inclusivity gaps in design pedagogy through the digital design marginalization framework, Jaisie SIN, Cosmin MUNTEANU, Michael NIXON, Velian PANDELIEV, Garreth W. TIGWELL, Kristen SHINOHARA, Anthony TANG, and Steve SZIGETI Journal Article

Using constraint programming and graph representation learning for generating interpretable cloud security policies, Mikhail KAZDAGLI, Mohit TIWARI, and Akshat KUMAR Conference Proceeding Article

What makes the story forward?: Inferring commonsense explanations as prompts for future event generation, Li LIN, Yixin CAO, Lifu HUANG, Shu Ang LI, Xuming HU, Lijie WEN, and Jianmin WANG Conference Proceeding Article

XSS for the masses: Integrating security in a web programming course using a security scanner, Lwin Khin SHAR, Christopher M. POSKITT, Kyong Jin SHIM, and Li Ying Leonard WONG Conference Proceeding Article

Review of shared online hailing and autonomous taxi services, Weiliang ZENG, Miaosen WU, Peng CHEN, Zhiguang CAO, and Shengli XIE Book Review

Adaptive temporal grouping for black-box adversarial attacks on videos, Zhipeng WEI, Jingjing CHEN, Hao ZHANG, Linxi JIANG, and Yu-Gang JIANG Conference Proceeding Article

A practical comparison of quantum and classical leaderless consensus, Paul Robert GRIFFIN and Dimple MEVADA Working Paper

A simple data mixing prior for improving self-supervised learning, Sucheng REN, Huiyu WANG, Zhengqi GAO, Shengfeng HE, Alan YUILLE, Yuyin ZHOU, and Cihang XIE Conference Proceeding Article

Background matting via recursive excitation, Junjie. DENG, Yangyang. XU, Shengfeng. HE, and Shengfeng HE Conference Proceeding Article

BlockLens: visual analytics of student coding behaviors in block-based programming environments., Sean TUNG, Huan WEI, Haotian LI, Yong WANG, Meng XIA, and Huamin. QU Conference Proceeding Article

Byzantine-resilient decentralized stochastic gradient descent, Shangwei GUO, Tianwei ZHANG, Han YU, Xiaofei XIE, Lei MA, Tao XIANG, and Yang LIU Journal Article

Catching both gray and black swans: Open-set supervised anomaly detection, Choubo DING, Guansong PANG, and Chunhua SHEN Conference Proceeding Article

Challenges for inclusion in software engineering: The case of the emerging Papua New Guinean society, Raula KULA, Christoph TREUDE, Hideaki HATA, Sebastian BALTES, Igor STEINMACHER, Marco GEROSA, and Winifred KULA AMINI Journal Article

Class re-activation maps for weakly-supervised semantic segmentation, Zhaozheng CHEN, Tan WANG, Xiongwei WU, Xian-Sheng HUA, Hanwang ZHANG, and Qianru SUN Conference Proceeding Article

Co-advise: Cross inductive bias distillation, Sucheng REN, Zhengqi GAO, Tiany HUA, Zihui XUE, Yonglong TIAN, Shengfeng HE, and Hang ZHAO Conference Proceeding Article

CoDEm: Conditional domain embeddings for scalable human activity recognition, Abu Zaher Md FARIDEE, Avijoy CHAKMA, Zahid HASAN, Nirmalya ROY, and Archan MISRA Conference Proceeding Article

Consensus formation on heterogeneous networks, Edoardo FADDA, Junda HE, Claudia J. TESSONE, and Paolo BARUCCA Journal Article

Cross-lingual adaptation for recipe retrieval with mixup, Bin ZHU, Chong-Wah NGO, Jingjing CHEN, and Wing-Kwong CHAN Conference Proceeding Article

CrowdGAN: Identity-free interactive crowd video generation and beyond, Liangyu CHAI, Yongtuo LIU, Wenxi LIU, Guoqiang HAN, and Shengfeng HE Journal Article

Decomposing generation networks with structure prediction for recipe generation, Hao WANG, Guosheng LIN, Steven C. H. HOI, and Chunyan MIAO Journal Article

Deep learning for anomaly detection, Guansong PANG, Charu AGGARWAL, Chunhua SHEN, and Nicu SEBE Transcript

Deep learning for person re-identification: A survey and outlook, Mang YE, Jianbing SHEN, Gaojie LIN, Tao XIANG, Ling SHAO, and Steven C. H. HOI Journal Article

Deep one-class classification via interpolated Gaussian descriptor, Yuanhong CHEN, Yu TIAN, Guansong PANG, and Gustavo CARNEIRO Conference Proceeding Article

DESIRE: An efficient dynamic cluster-based forest indexing for similarity search in multi-metric spaces, Yifan ZHU, Lu CHEN, Yunjun GAO, Baihua ZHENG, and Pengfei WANG Journal Article

Differential cost analysis with simultaneous potentials and anti-potentials, Dorde ZIKELIC, Bor-Yuh Evan CHANG, Pauline BOLIGNANO, and Franco RAIMONDI Conference Proceeding Article

DO-GAN: A double oracle framework for generative adversarial networks, Aye Phyu Phye AUNG, Xinrun WANG, Runsheng YU, Bo AN, Senthilnath JAYAVELU, and Xiaoli LI Conference Proceeding Article

Faithful extreme rescaling via generative prior reciprocated invertible representations, Zhixuan ZHONG, Liangyu CHAI, Yang ZHOU, Bailin DENG, Jia PAN, and Shengfeng HE Conference Proceeding Article

Flavor-Videos: Enhancing the flavor perception of food while eating with videos, Meetha Nesam JAMES, Nimesha RANASINGHE, Anthony TANG, and Lora OEHLBERG Conference Proceeding Article

FREED: an efficient privacy-preserving solution for person re-identification, Bowen ZHAO, Yingjiu LI, Ximeng LIU, Hwee Hwa PANG, and Robert H. DENG Conference Proceeding Article

Generative flows with invertible attentions, Rhea Sanjay SUKTHANKER, Zhiwu HUANG, Suryansh KUMAR, Radu TIMOFTE, and Luc VAN GOOL Conference Proceeding Article

Group contextualization for video recognition, Yanbin HAO, Hao ZHANG, Chong-wah NGO, and Xiangnan HE Conference Proceeding Article

High-resolution face swapping via latent semantics disentanglement, Yangyang XU, Bailin DENG, Junle WANG, Yanqing JING, Jia PAN, and Shengfeng HE Conference Proceeding Article

Holistically associated transductive zero-shot learning, Yangyang XU, Xuemiao XU, Guoqiang HAN, and Shengfeng HE Journal Article

Hu-Fu: Efficient and secure spatial queries over data federation, Yongxin TONG, Xuchen PAN, Yuxiang ZENG, Yexuan SHI, Chunbo XUE, Zimu ZHOU, Xiaofei ZHANG, Lei CHEN, Yi XU, Ke XU, and Weifeng LV Journal Article

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders, Logan STAPLETON, Min Hun LEE, Diana QING, Marya WRIGHT, Alexandra CHOULDECHOVA, Ken HOLSTEIN, Zhiwei Steven WU, and Haiyi ZHU Conference Proceeding Article

Joint pricing and matching for city-scale ride pooling, Sanket SHAH, Meghna LOWALEKAR, and Pradeep VARAKANTHAM Conference Proceeding Article

Learnings from a pilot hybrid question answering system: CQAS: Case study based on a Singapore government agency's customer service centre, Hui Shan LEE; SHANKARARAMAN, Venky; and Eng Lieh OUH Conference Proceeding Article

Learning to solve routing problems via distributionally robust optimization, Jiang YUAN, Yaoxin WU, and Zhiguang CAO Conference Proceeding Article

MEMS ultrasonic transducers for safe, low-power and portable eye-blinking monitoring, Sheng SUN, Jianyuan WANG, Menglun ZHANG, Yuan NING, Dong MA, Yi YUAN, Pengfei NIU, Zhicong RONG, Zhuochen WANG, and Wei PANG Journal Article

MetaFormer is actually what you need for vision, Weihao YU, Mi LUO, Pan ZHOU, Chenyang SI, Yichen ZHOU, Xinchao WANG, Jiashi FENG, and Shuicheng YAN Conference Proceeding Article

MLP-3D: A MLP-like 3D architecture with grouped time mixing, Zhaofan QIU, Ting YAO, Chong-wah NGO, and Tao MEI Conference Proceeding Article

Multimodal zero-shot hateful meme detection, Jiawen ZHU, Roy Ka-Wei LEE, and Wen Haw CHONG Conference Proceeding Article

Multi-view scheduling of onboard live video analytics to minimize frame processing latency, Shengzhong LIU, Tianshi WANG, Hongpeng GUO, Xinzhe FU, Philip DAVID, Maggie WIGNESS, Archan MISRA, and Tarek ABDELZAHER Conference Proceeding Article

OFFICERS: Operational Framework For Intelligent Crime-and-Emergency Response Scheduling, Jonathan David CHASE, Siong Thye GOH, Tran PHONG, and Hoong Chuin LAU Conference Proceeding Article

Reinforcement learning approach to solve dynamic bi-objective police patrol dispatching and rescheduling problem, Waldy JOE, Hoong Chuin LAU, and Jonathan PAN Conference Proceeding Article

Reinforcement learning-based interactive video search, Zhixin MA, Jiaxin WU, Zhijian HOU, and Chong-wah NGO Conference Proceeding Article

Revisiting local descriptor for improved few-shot classification, Jun HE, Richang HONG, Xueliang LIU, Mingliang XU, and Qianru SUN Journal Article

RhythmEdge: Enabling contactless heart rate estimation on the edge, Zahid HASAN, Emon DEY, Sreenivasan Ramasamy RAMAMURTHY, Nirmalya ROY, and Archan MISRA Conference Proceeding Article

Shunted self-attention via multi-scale token aggregation, Sucheng REN, Daquan ZHOU, Shengfeng HE, Jiashi FENG, and Xinchao WANG Conference Proceeding Article

Simultaneous energy harvesting and gait recognition using piezoelectric energy harvester, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Journal Article

Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore, Yi’an WANG, Fangyi CAI, Shih-Fen CHENG, Bo WU, and Kai CAO Conference Proceeding Article

Transportation-enabled urban services: A brief discussion, Hai WANG Transcript

Who is missing? Characterizing the participation of different demographic groups in a Korean nationwide daily conversation corpus, Haewoon KWAK, Jisun AN, and Kunwoo PARK Conference Proceeding Article

You have earned a trophy: Characterize in-game achievements and their completions, Haewoon KWAK Conference Proceeding Article

Active warden attack: On the (in)effectiveness of Android app repackage-proofing, Haoyu MA, Shijia LI, Debin GAO, Daoyuan WU, Qiaowen JIA, and Chunfu JIA Journal Article

Adaptive task planning for large-scale robotized warehouses, Dingyuan SHI, Yongxin TONG, Zimu ZHOU, Ke XU, Wenzhe TAN, and Hongbo LI Conference Proceeding Article

AI for financial services: An Asian perspective, Alan @ Ali MADJELISI MEGARGEL and SHANKARARAMAN, Venky Book Chapter

An anonymous reputation management system for mobile crowdsensing based on dual blockchain, Hao-Tian WU, Yuchong ZHENG, Bowen ZHAO, and Jianjun HU Journal Article

An empirical study of memorization in NLP, Xiaosen ZHENG and Jing JIANG Conference Proceeding Article

An exploratory study on code attention in BERT, Rishab SHARMA, Fuxiang CHEN, Fatemeh H. FARD, and David LO Conference Proceeding Article

ARSearch: searching for API related resources from stack overflow and GitHub, Kien LUONG, Ferdian THUNG, and David LO Conference Proceeding Article

ARSeek: identifying API resource using code and discussion on stack overflow, Gia Kien LUONG, Mohammad HADI, Thung Ferdian, Fatemeh H. FARD, and David LO Conference Proceeding Article

Automated identification of libraries from vulnerability data: can we do better?, Stefanus A. HARYONO, Hong Jin KANG, Abhishek SHARMA, Asankhaya SHARMA, Andrew E. SANTOSA, Ming Yi ANG, and David LO Conference Proceeding Article

Benchmarking library recognition in tweets, Ting ZHANG, Divya Prabha CHANDRASEKARAN, Ferdian THUNG, and David LO Conference Proceeding Article

Causality-based neural network repair, Bing SUN, Jun SUN, Long H. PHAM, and Jie SHI Conference Proceeding Article

Competition and third-party platform-integration in ride-sourcing markets, Yaqian ZHOU, Hai YANG, Jintao KE, Hai WANG, and Xinwei LI Journal Article

Context modeling with evidence filter for multiple choice question answering, Sicheng YU, Hao ZHANG, Wei JING, and Jing JIANG Conference Proceeding Article

Cost-effective and collaborative methods to author video's scene description for blind people, Rosiana NATALIE Conference Proceeding Article

Data pricing in machine learning pipelines, Zicun CONG, Xuan LUO, Jian PEI, Feida ZHU, and Yong ZHANG Journal Article

Deep depression prediction on longitudinal data via joint anomaly ranking and classification, Guansong PANG, Ngoc Thien Anh PHAM, Emma BAKER, Rebecca BENTLEY, and Anton VAN DEN HENGEL Conference Proceeding Article