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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 2023 2023

On-device deep multi-task inference via multi-task zipping, Xiaoxi HE, Xu WANG, Zimu ZHOU, Jiahang WU, Zheng YANG, and Lothar THIELE Journal Article

Overcoming challenges in DevOps education through teaching methods, Samuel FERINO, Marcelo FERNANDES, Elder CIRILO, Lucas AGNEZ, Bruno BATISTA, Uirá KULESZA, Eduardo ARANHA, and Christoph TREUDE Conference Proceeding Article

Picaso: Enhancing API recommendations with relevant stack overflow posts, Ivana Clairine IRSAN, Ting ZHANG, Ferdian THUNG, Kisub KIM, and David LO Conference Proceeding Article

Reinforced adaptation network for partial domain adaptation, Keyu WU, Min WU, Zhenghua CHEN, Ruibing JIN, Wei CUI, Zhiguang CAO, and Xiaoli LI Journal Article

Resale HDB price prediction considering Covid-19 through sentiment analysis, Srinaath Anbu DURAI and Zhaoxia WANG Conference Proceeding Article

She elicits requirements and he tests: Software engineering gender bias in large language models, Christoph TREUDE and Hideaki HATA Conference Proceeding Article

Stop words for processing software engineering documents: Do they matter, Yaohou FAN, Chetan ARORA, and Christoph TREUDE Conference Proceeding Article

TECHSUMBOT: A Stack Overflow answer summarization tool for technical query, Chengran YANG, Bowen XU, Jiakun LIU, and David LO Conference Proceeding Article

Towards understanding the open source interest in gender-related GitHub projects, Rita GARCIA, Christoph TREUDE, and Wendy LA Conference Proceeding Article

Towards understanding why mask reconstruction pretraining helps in downstream tasks, Jiachun PAN, Pan ZHOU, and Shuicheng YAN Conference Proceeding Article

Trustworthy and synergistic artificial intelligence for software engineering: Vision and roadmaps, David LO Conference Proceeding Article

Two sides of the same coin: Exploiting the impact of identifiers in neural code comprehension, Shuzheng GAO, Cuiyun GAO, Chaozheng WANG, Jun SUN, David LO, and Yue YU Conference Proceeding Article

Understanding the role of images on stack overflow, Dong WANG, Tao XIAO, Christoph TREUDE, Raula KULA, Hideaki HATA, and Yasutaka KAMEI Conference Proceeding Article

Wearing masks implies refuting Trump?: Towards target-specific user stance prediction across events in COVID-19 and US Election 2020, Hong ZHANG, Haewoon KWAK, Wei GAO, and Jisun AN Conference Proceeding Article

What do users ask in open-source AI repositories? An empirical study of GitHub issues, Zhou YANG, Chenyu WANG, Jieke SHI, Thong HOANG, Pavneet Singh KOCHHAR, Qinghua LU, Zhenchang XING, and David LO Conference Proceeding Article

What's behind tight deadlines? Business causes of technical debt, Rodrigo REBOUÇAS DE ALMEIDA, Christoph TREUDE, and Uirá KULESZA Conference Proceeding Article

Widget detection-based testing for industrial mobile games, Xiongfei WU, Jiaming YE, Ke CHEN, Xiaofei XIE, Ruochen HUANG, Lei MA, and Jianjun ZHAO Conference Proceeding Article

Win: Weight-decay-integrated nesterov acceleration for adaptive gradient algorithms, Pan ZHOU, Xingyu XIE, and Shuicheng YAN Conference Proceeding Article

Exploiting reuse for GPU subgraph enumeration (extended abstract), Wentiao GUO, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

MetroWatch: A predictive system to estimate travel attributes using smart card data, BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA, Thivya KANDAPPU, and Baihua ZHENG Conference Proceeding Article

Identifiable, but not visible: A privacy-preserving person reidentfication scheme, Bowen ZHAO, Yingjiu LI, Ximeng LIU, Xiaoguo LI, Hwee Hwa PANG, and Robert H. DENG Journal Article

A learner-verifier framework for neural network controllers and certificates of stochastic systems, Krishnendu CHATTERJEE, Thomas A. HENZINGER, Dorde ZIKELIC, and Dorde ZIKELIC Conference Proceeding Article

ASDF: A Differential testing framework for automatic speech recognition systems, Daniel Hao Xian YUEN, Andrew Yong Chen PANG, Zhou YANG, Chun Yong CHONG, Mei Kuan LIM, and David LO Conference Proceeding Article

Bubbleu: Exploring augmented reality game design with uncertain AI-based interaction, Minji KIM, Kyungjin LEE, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article

Code will tell: Visual identification of Ponzi schemes on Ethereum, Xiaolin WEN, Kim Siang YEO, Yong WANG, Ling CHENG, Feida ZHU, and Min ZHU Conference Proceeding Article

Does deep learning improve the performance of duplicate bug report detection? An empirical study, Yuan JIANG, Xiaohong SU, Christoph TREUDE, Chao SHANG, and Tiantian WANG Journal Article

DSDNet: Toward single image deraining with self-paced curricular dual stimulations, Yong DU, Junjie DENG, Yulong ZHENG, Junyu DONG, and Shengfeng HE Journal Article

Giving back: Contributions congruent to library dependency changes in a software ecosystem, Supatsara WATTANAKRIENGKRAI, Dong WANG, Raula Gaikovina KULA, Christoph TREUDE, Patanamon THONGTANUNAM, Takashi ISHIO, and Kenichi MATSUMOTO Journal Article

Investigating collaborative problem solving temporal dynamics using interactions within a digital whiteboard, Hua Leong FWA Conference Proceeding Article

MiMuSA: Mimicking human language understanding for fine-grained multi-class sentiment analysis, Zhaoxia WANG, Zhenda HU, Seng-Beng HO, Erik CAMBRIA, and Ah-hwee TAN Journal Article

Morphologically-aware vocabulary reduction of word embeddings, Chong Cher CHIA, Maksim TKACHENKO, and Hady Wirawan LAUW Conference Proceeding Article

NFTDisk: Visual detection of wash trading in NFT markets, Xiaolin WEN, Yong WANG, Xuanwu YUE, Feida ZHU, and Min ZHU Conference Proceeding Article

Open-set domain adaptation by deconfounding domain gaps, Xin ZHAO, Shengsheng WANG, and Qianru SUN Journal Article

Parsing-Conditioned Anime Translation: A New Dataset and Method, Zhansheng LI, Yangyang XU, Nanxuan ZHAO, Yang ZHOU, Yongtuo LIU, Dahua LIN, and Shengfeng HE Journal Article

Parsing-conditioned anime translation: A new dataset and method, Zhansheng LI, Yangyang XU, Nanxuan ZHAO, Yang ZHOU, Yongtuo LIU, Dahua LIN, and Shengfeng HE Journal Article

Reference-based screentone transfer via pattern correspondence and regularization, Zhansheng LI, Nanxuan ZHAO, Zongwei WU, Yihua DAI, Junle WANG, Yanqing JING, and Shengfeng HE Journal Article

RNTrajRec: Road network enhanced trajectory recovery with spatial-temporal trans-former, Yuqi CHEN, Hanyuan ZHANG, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article

Stargazer: An interactive camera robot for capturing how-to videos based on subtle instructor cues, Jiannan LI, Mauricio SOUSA, Karthik MAHADEVAN, Bryan WANG, Paula Akemi AOYAGUI, Nicole YU, Angela YANG, Ravin BALAKRISHNAN, Anthony TANG, and Tovi GROSSMAN Conference Proceeding Article

Subgraph centralization: A necessary step for graph anomaly detection, Zhong ZHUANG, Kai Ming TING, Guansong PANG, and Shuaibin SONG Conference Proceeding Article

Supply and demand management in ride-sourcing markets, Jintao KE, Hai YANG, Hai WANG, and Yafeng YIN Book

Supporting novices author audio descriptions via automatic feedback, Rosiana NATALIE, Joshua TSENG, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article

Supporting novices author audio descriptions via automatic feedback, Rosiana NATALIE, Joshua Shi-hao TSENG, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article

Automatic identification of crash-inducing smart contracts, Chao NI, Cong TIAN, Kaiwen YANG, David LO, Jiachi CHEN, and Xiaohu YANG Conference Proceeding Article

An exploratory study of architectural style and effort estimation for multi-tenant microservices-based Software as a Service (SaaS), Eng Lieh OUH and Benjamin GAN Conference Proceeding Article

Contextual-assisted scratched photo restoration, Weiwei CAI, Huaidong ZHANG, Xuemiao XU, Shengfeng HE, Kun ZHANG, and Jing QIN Journal Article

International workshop on learning with knowledge graphs: Construction, embedding, and reasoning, Qing LI, Xiao HUANG, Ninghao LIU, Yuxiao DONG, and Guansong PANG Conference Proceeding Article

An exploratory study on museum visitor ship trends in Singapore, Aldy GUNAWAN, Chentao LIU, Heranshan S/O SUBRAMANIAM, Melissa TAN, Ranice TAN, Clarence TAY, and Tasaporn. VISAWAMETEEKUL Conference Proceeding Article

A review on learning to solve combinatorial optimisation problems in manufacturing, Cong ZHANG, Yaoxin WU, Yining MA, Wen SONG, Zhang LE, Zhiguang CAO, and Jie ZHANG Journal Article

BlockScope: Detecting and investigating propagated vulnerabilities in forked blockchain projects, Xiao YI, Yuzhou FANG, Daoyuan WU, and Lingxiao JIANG Conference Proceeding Article

Concept-oriented transformers for visual sentiment analysis, Quoc Tuan TRUONG and Hady Wirawan LAUW Conference Proceeding Article

Demystifying performance regressions in string solvers, Yao ZHANG, Xiaofei XIE, Yi LI, Yi LIN, Sen CHEN, Yang LIU, and Xiaohong LI Journal Article

Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermudez i Badia Journal Article

Detecting C++ compiler front-end bugs via grammar mutation and differential testing, Haoxin TU, He JIANG, Zhide ZHOU, Yixuan TANG, Zhilei REN, Lei QIAO, and Lingxiao JIANG Journal Article

DMiner: Dashboard design mining and recommendation, Yanna LIN, Haotian LI, Aoyu WU, Yong WANG, and Huamin QU Journal Article

Effective graph kernels for evolving functional brain networks, Xinlei WANG, Jinyi CHEN, Bing Tian DAI, Junchang XIN, Yu GU, and Ge YU Conference Proceeding Article

Exploring and repairing gender fairness violations in word embedding-based sentiment analysis model through adversarial patches, Lin Sze KHOO, Jia Qi BAY, Ming Lee Kimberly YAP, Mei Kuan LIM, Chun Yong CHONG, Zhou YANG, and David LO Conference Proceeding Article

Generalizing graph neural network across graphs and time, Zhihao WEN Conference Proceeding Article

Green data analytics of supercomputing from massive sensor networks: Does workload distribution matter?, Zhiling GUO, Jin LI, and Ram RAMESH Journal Article

Heart: Motion-resilient heart rate monitoring with in-ear microphones, Kayla-Jade BUTKOW, Ting DANG, Andrea FERLINI, Dong MA, and MASCOLO Conference Proceeding Article

Improving rumor detection by promoting information campaigns with transformer-based generative adversarial learning, Jing MA, Jun LI, Wei GAO, Yang YANG, and Kam-Fai WONG Journal Article

Introduction to the Special Issue on Innovation in Transportation-Enabled Urban Services, Part 1, Niels AGATZ, Soo-Haeng CHO, Hai WANG, and Saif BENJAAFAR Transcript

Investigating guardian awareness techniques to promote safety in virtual reality, Sixuan WU, Jiannan LI, Maurício SOUSA, and Tovi GROSSMAN Conference Proceeding Article

Investigating noticeable hand redirection in virtual reality using physiological and interaction data, Martin FEICK, Kora REGITZ, Anthony TANG, and JUNGBLUTH Conference Proceeding Article

Investment and risk management with online news and heterogeneous networks, Meng Kiat Gary ANG and Ee-peng LIM Journal Article

Learning and understanding user interface semantics from heterogeneous networks with multimodal and positional attributes, Meng Kiat Gary ANG and Ee-peng LIM Journal Article

Learning structural representations for recipe generation and food retrieval, Hao WANG, Guosheng LIN, Steven C. H. HOI, and Chunyan MIAO Journal Article

Measuring management accounting practices using textual analysis, Fangjuan QIU, Nan HU, Peng LIANG, and Kevin DOW Journal Article

Multi-modal API recommendation, Ivana Clairine IRSAN, Ting ZHANG, Ferdian THUNG, Kisub KIM, and David LO Conference Proceeding Article

Proactive conversational agents, Lizi LIAO, Grace Hui YANG, and Chirag SHAH Conference Proceeding Article

PRUDEX-Compass: Towards systematic evaluation of reinforcement learning in financial markets, Shuo SUN, Molei QIN, Xinrun WANG, and Bo AN Journal Article

Spatio-temporal heterogeneity in the international trade resilience during COVID-19, Wei LUO, Lingfeng HE, Zihui YANG, Shirui ZHANG, Yong WANG, Dianbo LIU, Sheng HU, Li HE, Jizhe XIA, and Min CHEN Journal Article

Specification-based autonomous driving system testing, Yuan ZHOU, Yang SUN, Yun TANG, Yuqi CHEN, Jun SUN, Christopher M. POSKITT, Yang LIU, and Zijiang YANG Journal Article

The vehicle routing problem with simultaneous pickup and delivery and occasional drivers, Vincent F. YU, Grace ALOINA, Panca JODIAWAN, Aldy GUNAWAN, and Tsung-C. HUANG Journal Article

Topic recommendation for GitHub repositories: How far can extreme multi-label learning go?, Ratnadira WIDYASARI, Zhipeng ZHAO, Thanh Le CONG, Hong Jin KANG, and David LO Conference Proceeding Article

Towards a design space for storytelling on the fashion technology runway, Sydney PRATTE, Anthony TANG, Shannon HOOVER, Maria Elena HOOVER, Matt LAPRARIE, Catherine LAROSE, and Lora OEHLBERG Conference Proceeding Article

VOLERE: Leakage resilient user authentication based on personal voice challenges, Rui ZHANG, Zheng YAN, Xuerui WANG, and Robert H. DENG Journal Article

Wearables for in-situ monitoring of cognitive states: Challenges and opportunities, Meera RADHAKRISHNAN, Thivya KANDAPPU, Manoj GULATI, and Archan MISRA Conference Proceeding Article

Wearables for in-situ monitoring of cognitive states: Challenges and opportunities, Meeralakshmi RADHAKRISHNAN, Thivya KANDAPPU, Manoj GULATI, and Archan MISRA Conference Proceeding Article

Stochastic economic lot scheduling via self-attention based deep reinforcement learning, Wen SONG, Nan MI, Qiqiang LI, Jing ZHUANG, and Zhiguang CAO Journal Article

Multi-view metro station clustering based on passenger flows: A functional data-edged network community detection approach, Chen ZHANG, Baihua ZHENG, and Fugee TSUNG Journal Article

Value-based subgoal discovery and path planning for reaching long-horizon goals, Shubham PATERIA, Budhitama SUBAGDJA, Ah-hwee TAN, and Chai QUEK Journal Article

A fair incentive scheme for community health workers, Avinandan BOSE, Tracey LI, Arunesh SINHA, and Tien MAI Conference Proceeding Article

Alignment-enriched tuning for patch-level pre-trained document image models, Lei WANG, Jiabang HE, Xing XU, Ning LIU, and Hui LIU Conference Proceeding Article

An empirical study of package management issues via Stack Overflow, Syful ISLAM, Raula KULA, Christoph TREUDE, Bodin CHINTHANET, Takashi ISHIO, and Kenichi MATSUMOTO Journal Article

Bidding graph games with partially-observable budgets, Guy AVNI, Ismael JECKER, and Dorde ZIKELIC Conference Proceeding Article

Constrained reinforcement learning in hard exploration problems, Pankayaraj PATHMANATHAN and Pradeep VARAKANTHAM Conference Proceeding Article

Contrastive learning approach to word-in-context task for low-resource languages, Pei-Chi LO, Yang-Yin LEE, Hsien-Hao CHEN, Agus Trisnajaya KWEE, and Ee-peng LIM Conference Proceeding Article

Cross-domain graph anomaly detection via anomaly-aware contrastive alignment, Qizhou WANG, Guansong PANG, Mahsa SALEHI, Wray BUNTINE, and Christopher LECKIE Conference Proceeding Article

Effective graph kernels for evolving functional brain networks, Xinlei WANG, Jinyi CHEN, Bing Tian DAI, Junchang XIN, Yu GU, and Ge YU Conference Proceeding Article

FA3: Fine-Grained Android Application Analysis, Yan LIN, Weng Onn WONG, and Debin GAO Conference Proceeding Article

Flexible job-shop scheduling via graph neural network and deep reinforcement learning, Wen SONG, Xinyang CHEN, Qiqiang LI, and Zhiguang CAO Journal Article

Future aware pricing and matching for sustainable on-demand ride pooling, Xianjie ZHANG, Pradeep VARAKANTHAM, and Hao JIANG Conference Proceeding Article

Generalization bounds for inductive matrix completion in low-noise settings, Antoine LEDENT, Rodrigo ALVES, Yunwen LEI, Yann GUERMEUR, and Marius KLOFT Conference Proceeding Article

Generalizing math word problem solvers via solution diversification, Zhenwen LIANG, Jipeng ZHANG, Lei WANG, Yan WANG, Jie SHAO, and Xiangliang ZHANG Conference Proceeding Article

Human-centered AI for software engineering: Requirements, reflection, and road ahead, David LO Conference Proceeding Article

Layout generation as intermediate action sequence prediction, Huiting YANG, Danqing HUANG, Chin-Yew LIN, and Shengfeng HE Conference Proceeding Article

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions, Jiali XIA, Jianqiang HUANG, Shibao ZHENG, Qin ZHOU, Bernt SCHIELE, Xian-Sheng HUA, and Qianru SUN Journal Article

Learning control policies for stochastic systems with reach-avoid guarantees, Dorde ZIKELIC, Mathias LECHNER, A. Thomas HENZINGER, and Krishnendu CHATTERJEE Conference Proceeding Article

Learning relation prototype from unlabeled texts for long-tail relation extraction, Yixin CAO, Jun KUANG, Ming GAO, Aoying ZHOU, Yonggang WEN, and Tat-Seng CHUA Journal Article

Learning to count isomorphisms with graph neural networks, Xingtong YU, Zemin LIU, Yuan FANG, and Xinming ZHANG Conference Proceeding Article