Submissions from 2021
InferCode: Self-supervised learning of code representations by predicting subtrees, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article
Interactive search vs. automatic search: An extensive study on video retrieval, Phuong-Anh NGUYEN and Chong-wah NGO Journal Article
Learning index policies for restless bandits with application to maternal healthcare, Arpita BISWAS, Gaurav AGGARWAL, Pradeep VARAKANTHAM, and Milind TAMBE Conference Proceeding Article
Leveraging multiple relations for fashion trend forecasting based on social media, Yujuan DING, Yunshan MA, Lizi LIAO, Wai Keung WONG, and Tat-Seng CHUA Journal Article
Low-power downlink for the Internet of Things using IEEE 802.11-compliant wake-up receivers, Johannes BLOBEL, Vu Huy TRAN, Archan MISRA, and Falko DRESSLER Conference Proceeding Article
More Kawaii than a real-person live streamer: Understanding how the Otaku Community engages with and perceives virtual YouTubers, Zhicong LU, Chenxinran SHEN, Jiannan LI, Hong SHEN, and Daniel WIGDOR Conference Proceeding Article
OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning, Zuobin YING, Yun ZHANG, Shuanglong CAO, Shengmin XU, and Maode MA Journal Article
On decentralization of bitcoin: An asset perspective, Ling CHENG, Feida ZHU, Huiwen LIU, and Chunyan MIAO Working Paper
On the root of trust identification problem, Ivan De Oliveira NUNES, Xuhua DING, and Gene TSUDIK Conference Proceeding Article
Prototypical contrastive learning of unsupervised representations, Junnan LI, Pan ZHOU, Caiming XIONG, and Steven C. H. HOI Conference Proceeding Article
Research artifact: The potential of meta-maintenance on GitHub, Hideaki HATA, Raula KULA, Takashi ISHIO, and Christoph TREUDE Conference Proceeding Article
Retrieval-augmented generation for code summarization via hybrid GNN, Shangqing LIU, Yu CHEN, Xiaofei XIE, Jingkai SIOW, and Yang LIU Conference Proceeding Article
RobOT: Robustness-oriented testing for deep learning systems, Jingyi WANG, Jialuo CHEN, Youcheng SUN, Xingjun MA, Dongxia WANG, Jun SUN, and Peng CHENG Conference Proceeding Article
Same file, different changes: The potential of meta-maintenance on GitHub, Hideaki HATA, Raula KULA, Takashi ISHIO, and Christoph TREUDE Conference Proceeding Article
SGUARD: Towards fixing vulnerable smart contracts automatically, Tai D. NGUYEN, Long H. PHAM, and Jun SUN Conference Proceeding Article
Ship-GAN: Generative modeling based maritime traffic simulator, Chaithanya Shankaramurthy BASRUR, ARAMBAM JAMES SINGH, Arunesh SINHA, and Akshat KUMAR Conference Proceeding Article
Ship-GAN: Generative modeling based maritime traffic simulator, Chaithanya BASRUR, Arambam James SINGH, Arunesh SINHA, and Akshat KUMAR Conference Proceeding Article
Smart contract security: A practitioners' perspective, Zhiyuan WAN, Xin XIA, David LO, Jiachi CHEN, Xiapu LUO, and Xiaohu YANG Conference Proceeding Article
Solving 3D bin packing problem via multimodal deep reinforcement learning, Yuan JIANG, Zhiguang CAO, and Jie ZHANG Conference Proceeding Article
Tensor low-rank representation for data recovery and clustering, Pan ZHOU, Canyi LU, Jiashi FENG, Zhouchen LIN, and Shuicheng YAN Journal Article
The shifting sands of motivation: Revisiting what drives contributors in open source, Marco GEROSA, Igor WIESE, Bianca TRINKENREICH, Georg LINK, Gregorio ROBLES, Christoph TREUDE, Igor STEINMACHER, and Anita SARMA Conference Proceeding Article
TRIPDECODER: Study travel time attributes and route preferences of metro systems from smart card data, Xiancai TIAN, Baihua ZHENG, Yazhe WANG, Hsao-Ting HUANG, and Chih-Cheng HUNG Journal Article
Unveiling the mystery of API evolution in deep learning frameworks: A case study of Tensorflow 2, Zejun ZHANG, Yanming YANG, Xin XIA, David LO, Xiaoxue REN, and John C. GRUNDY Conference Proceeding Article
Visuo-haptic Illusions for Linear Translation and Stretching using Physical Proxies in Virtual Reality, Martin FEICK, Niko KLEER, André ZENNER, Anthony TANG, and Antonio KRUGER Conference Proceeding Article
When function signature recovery meets compiler optimization, Yan LIN and Debin GAO Conference Proceeding Article
Working with smart machines: Insights on the future of work, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article
Integration of professional certifications with information systems business analytics track curriculum, Kyong Jin SHIM, GOTTIPATI Swapna, and Yi Meng LAU Conference Proceeding Article
Mask-shadownet: Toward shadow removal via masked adaptive instance normalization, Shengfeng HE, Bing PENG, Junyu DONG, and Yong DU Journal Article
A fully dynamic algorithm for k-regret minimizing sets, Yanhao WANG, Yuchen LI, Raymond CHI-WING WONG, and Kian-Lee TAN Conference Proceeding Article
Boundary precedence image inpainting method based on self-organizing maps, Haibo PEN, Quan WANG, and Zhaoxia WANG Journal Article
Breaking neural reasoning architectures with metamorphic relation-based adversarial examples, Alvin CHAN, Lei MA, Felix JUEFEI-XU, Yew-Soon ONG, Xiaofei XIE, Minhui XUE, and Yang LIU Journal Article
Cross-topic rumor detection using topic-mixtures, Weijieying REN, Jing JIANG, Ling Min Serena KHOO, and Hai Leong CHIEU Conference Proceeding Article
DBL: Efficient reachability queries on dynamic graphs, Qiuyi LYU, Yuchen LI, Bingsheng HE, and Bin GONG Conference Proceeding Article
Detection of social identification in workgroups from a passively-sensed WiFi infrastructure, Camelia ZAKARIA, Youngki LEE, and Rajesh Krishna BALAN Journal Article
DisMASTD: An efficient distributed multi-aspect streaming tensor decomposition, Keyu YANG, Yunjun GAO, Yifeng SHEN, Baihua ZHENG, and Lu CHEN Conference Proceeding Article
Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience, Cuiyun GAO, Jichuan ZENG, Federica SARRO, David LO, Irwin KING, and Michael R. LYU Journal Article
DRAM failure prediction in AIOps: Empirical evaluation, challenges and opportunities, Zhiyue WU, Hongzuo XU, Guansong PANG, Fengyuan YU, Yijie WANG, Songlei JIAN, and Yongjun WANG Working Paper
DyCuckoo: Dynamic hash tables on GPUs, Yuchen LI, Qiwei ZHU, Zheng LYU, Zhongdong HUANG, and Jianling SUN Conference Proceeding Article
Efficient retrieval of matrix factorization-based top-k recommendations: A survey of recent approaches, Duy Dung LE and Hady W. LAUW Journal Article
ENCONTER: Entity constrained progressive sequence generation via insertion-based transformer, Lee Hsun HSIEH, Yang Yin LEE, and Ee-Peng LIM Conference Proceeding Article
Escape from an echo chamber, Kuan-Chieh LO, Shih-Chieh DAI, Aiping XIONG, Jing JIANG, and Lun-Wei KU Conference Proceeding Article
Glassdoor job description analytics: Analyzing data science professional roles and skills, Swapna GOTTIPATI, Kyong Jin SHIM, and Sarthak SAHOO Conference Proceeding Article
Homophily outlier detection in non-IID categorical data, Guansong PANG, Longbing CAO, and Ling CHEN Journal Article
How successful are open source contributions from countries with different levels of human development?, Leonardo FURTADO, Bruno CARTAXO, Christoph TREUDE, and Gustavo PINTO Magazine Article
Intangible asset value of employee satisfaction in high-contact services, Ruirui FANG, Baojun GAO, and Nan HU Journal Article
IoTBox: Sandbox Mining to Prevent Interaction Threats in IoT Systems, Hong Jin KANG, Sheng Qin SIM, and David LO Conference Proceeding Article
Learning network-based multi-modal mobile user interface embeddings, Gary ANG and Ee-Peng LIM Conference Proceeding Article
Looking back! Using early versions of Android apps as attack vectors, Yue ZHANG; Jian WENG; Jia-Si WNEG; Lin HOU; Anjia YANG; Ming LI; Yang XIANG; and DENG, Robert H. Journal Article
Mixed dish recognition with contextual relation and domain alignment, Lixi DENG, Jingjing CHEN, Chong-wah NGO, Qianru SUN, Sheng TANG, Yongdong ZHANG, and Tat-Seng CHUA Journal Article
Multi-domain dialogue state tracking with recursive inference, Lizi LIAO, Tongyao ZHU, Le Hong LONG, and Tat-Seng CHUA Conference Proceeding Article
NewsLink: Empowering intuitive news search with knowledge graphs, Yueji YANG, Yuchen LI, and Anthony TUNG Conference Proceeding Article
Out of sight, out of mind? How vulnerable dependencies affect open-source projects, Gede Artha Azriadi PRANA, Abhishek SHARMA, Lwin Khin SHAR, Darius FOO, Andrew E. SANTOSA, Asankhaya SHARMA, and David LO Journal Article
Practical server-side WiFi-based indoor localization: Addressing cardinality & outlier challenges for improved occupancy estimation, Anuradha RAVI and Archan MISRA Journal Article
PrivacyPrimer: Towards privacy-preserving Episodic memory support for older adults, Thivya KANDAPPU, Vigneshwaran SUBBARAJU, and Qianli XU Journal Article
Research commentary on IS/IT role in emergency and pandemic management: current and future research, W. L. SHIAU, Keng SIAU, Y. YU, and J. GUO Journal Article
Robust and universal seamless handover authentication in 5G HetNets, Yinghui ZHANG, Robert H. DENG, Elisa BERTINO, and Dong ZHENG Journal Article
Secure collaborative deep learning against GAN attacks in the internet of things, Zhenzhu CHEN, Anmin FU, Yinghui ZHANG, Zhe LIU, Fanjian ZENG, and Robert H. DENG Journal Article
Sentiment-oriented metric learning for text-to-image retrieval, Quoc Tuan TRUONG and Hady W. LAUW Conference Proceeding Article
SpecTest: Specification-based compiler testing, Richard SCHUMI and Jun SUN Conference Proceeding Article
Spectral tensor train parameterization of deep learning layers, A. OBUKHOV, M. RAKHUBA, A. LINIGER, Zhiwu HUANG, S. GEORGOULIS, D. DAI, and VAN Gool L. Conference Proceeding Article
Time period-based top-k semantic trajectory pattern query, Munkh-Erdene YADAMJAV, Farhana Murtaza CHOUDHURY, Zhifeng BAO, and Baihua ZHENG Conference Proceeding Article
TOUR: Dynamic topic and sentiment analysis of user reviews for assisting app release, Tianyi YANG, Cuiyun GAO, Jingya ZANG, David LO, and Michael R. LYU Conference Proceeding Article
Towards efficient motif-based graph partitioning: An adaptive sampling approach, Shixun HUANG, Yuchen LI, Zhifeng BAO, and Zhao LI Conference Proceeding Article
Urban perception: Sensing cities via a deep interactive multi-task learning framework, Weili GUAN, Zhaozheng CHEN, Fuli FENG, Weifeng LIU, and Liqiang NIE Journal Article
Weakly supervised segmentation via instance-aware propagation, Huang XIN, Qianshu ZHU, Yongtuo LIU, and Shengfeng HE Journal Article
Interactional motifs: Leveraging risks in large and distributed software development teams, Subhajit DATTA, Amrita BHATTACHARJEE, and Subhashis MAJUMDER Book Chapter
Adaptive simultaneous pervasive visible light communication and sensing, Ila Nitin GOKARN and Archan MISRA Conference Proceeding Article
All the wiser: Fake news intervention using user reading preferences, Kuan Chieh LO, Shih Chieh DAI, Aiping XIONG, Jing JIANG, and Lun Wei KU Conference Proceeding Article
Assessing code clone harmfulness: Indicators, factors, and counter measures, Bin HU, Yijian WU, Xin PENG, Jun SUN, Nanjie ZHAN, and Jun WU Conference Proceeding Article
Bilateral variational autoencoder for collaborative filtering, Quoc Tuan TRUONG, Aghiles SALAH, and Hady W. LAUW Conference Proceeding Article
Call for papers—Special issue of service Science: Innovation in transportation-enabled urban services, Niels AGATZ, Soo-Haeng CHO, Hai WANG, and Saif BENJAAFAR Journal Article
Can we classify cashless payment solution implementations at the country level?, Dennis NG, Robert J. KAUFFMAN, and Paul Robert GRIFFIN Journal Article
Combining query reduction and expansion for text-retrieval-based bug localization, Juan Manuel FLOREZ, Oscar CHAPARRO, Christoph TREUDE, and Andrian MARCUS Conference Proceeding Article
DeepIS: Susceptibility estimation on social networks, Wenwen XIA, Yuchen LI, Jun WU, and Shenghong LI Conference Proceeding Article
Deep learning for anomaly detection: Challenges, methods, and opportunities, Guansong PANG, Longbing CAO, and Charu AGGARWAL Conference Proceeding Article
Enhancing healthcare professional and caregiving staff informedness with data analytics for chronic disease management, Na Liu and Robert John KAUFFMAN Journal Article
Explainable recommendation with comparative constraints on product aspects, Trung-Hoang LE and Hady W. LAUW Conference Proceeding Article
Fast scene labeling via structural inference, Huaidong ZHANG, Chu HAN, Xiaodan ZHANG, Yong DU, Xuemiao XU, Guoqiang HAN, Jing QIN, and Shengfeng HE Journal Article
How do monetary incentives influence giving? An empirical investigation of matching subsidies on kiva, Zhiyuan GAO, Zhiling GUO, and Qian TANG Journal Article
How do users answer MATLAB questions on Q&A sites? A case study on stack overflow and MathWorks, Mahshid NAGHASHZADEH, Amir HAGSHENAS, Ashkan SAMI, and David LO Conference Proceeding Article
Improving multi-hop knowledge base question answering by learning intermediate supervision signals, Gaole HE, Yunshi LAN, Jing JIANG, Wayne Xin ZHAO, and Ji Rong WEN Conference Proceeding Article
Improving neural network verification through spurious region guided refinement, Pengfei YANG, Renjue LI, Jianlin LI, Cheng Chao HUANG, Jingyi WANG, Jun SUN, Bai XUE, and Lijun ZHANG Conference Proceeding Article
Investigating the adoption of hybrid encrypted cloud data deduplication with game theory, Xueqin LIANG, Zheng YAN, Robert H. DENG, and Qinghu ZHENG Journal Article
Is the ground truth really accurate? Dataset purification for automated program repair, Deheng YANG, Yan LEI, Xiaoguang MAO, David LO, Huan XIE, and Meng YAN Conference Proceeding Article
Learning to assess the quality of stroke rehabilitation exercises, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermúdez i BADIA Conference Proceeding Article
Outsourcing life cycle model for financial services in the FinTech era, Tristan LIM and Patrick THNG Conference Proceeding Article
Populist supporters on Reddit: A comparison of content and behavioral patterns within publics of supporters of Donald Trump and Hillary Clinton, Andreas JUNGHERR, Oliver POSEGGA, and Jisun AN Journal Article
Privacy-preserving federated deep learning with irregular users, Guowen XU, Hongwei LI, Yun ZHANG, Shengmin XU, Jianting NING, and Robert H. DENG Journal Article
Privacy-preserving multi-keyword searchable encryption for distributed systems, Xueqiao LIU, Guomin YANG, Willy SUSILO, Joseph TONIEN, and Jian SHEN Journal Article
Recent advances on intelligent mobility and edge computing, Xun Shao, Zhi Liu, Xianfu Chen, Seng W. Loke, and Hwee-pink TAN Transcript
Singapore Airlines: Profit recovery and aircraft allocation models during the COVID-19 pandemic, Michelle L. F. CHEONG, Ulysses M. Z. CHONG, Anne N. T. A. NGUYEN, Su Yiin ANG, Gabriella P. DJOJOSAPUTRO, Gordy ADIPRASETYO, and Kendra L. B. GADONG Conference Proceeding Article
Structurally enriched entity mention embedding from semi-structured textual content, Lee Hsun HSIEH, Yang Yin LEE, and Ee-Peng LIM Conference Proceeding Article
Traceable Monero: Anonymous cryptocurrency with enhanced accountability, Yannan LI, Guomin YANG, Wily SUSILO, Yong YU, Man Ho AU, and Dongxi LIU Journal Article
Waste collection routing problem: A mini-review of recent heuristic approaches and applications, Yun-Chia LIANG, Vanny MINANDA, and Aldy GUNAWAN Journal Article
Accelerating large-scale heterogeneous interaction graph embedding learning via importance sampling, Yugang JI, Mingyang YIN, Hongxia YANG, Jingren ZHOU, Vincent W. ZHENG, Chuan SHI, and Yuan FANG Journal Article
Adversarial meta sampling for multilingual low-resource speech recognition, Yubei XIAO, Ke GONG, Pan ZHOU, Guolin ZHENG, Xiaodan LIANG, and Liang LIN Conference Proceeding Article
An exploratory study on the introduction and removal of different types of technical debt in deep learning frameworks, Jiakun LIU, Qiao HUANG, Xin XIA, Emad SHIHAB, David LO, and Shanping LI Journal Article
A qualitative evaluation of SMU’s peer helpers programme, Loon Beng Angela KOH and Michelle LF CHEONG Journal Article
Decision-guided weighted automata extraction from recurrent neural networks, Xiyue ZHANG, Xiaoning DU, Xiaofei XIE, Lei MA, Yang LIU, and Meng SUN Conference Proceeding Article
Differential training: A generic framework to reduce label noises for Android malware detection, Jiayun XU, Yingjiu LI, and Robert H. DENG Conference Proceeding Article