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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 2019 2019

Buscope: Fusing individual & aggregated mobility behavior for" live" smart city services, Lakmal MEEGAHAPOLA, Thivya KANDAPPU, Kasthuri JAYARAJAH, Leman AKOGLU, Shili XIANG, and Archan MISRA Conference Proceeding Article

Collusion attacks and fair time-locked deposits for fast-payment transactions in Bitcoin, Xingjie YU, Shiwen Michael THANG, Yingjiu LI, and Robert H. DENG Journal Article

Context-aware spatio-recurrent curvilinear structure segmentation, Feigege WANG, Yue GU, Wenxi LIU, Shengfeng HE, Shengfeng HE, and Jia PAN Conference Proceeding Article

Coordinating supply and demand on an on-demand service platform with impatient customers, Jiaru BAI, Kut C. SO, Christopher S. TANG, Xiqun CHEN, and Hai WANG Journal Article

CoRRN: Cooperative Reflection Removal Network, Renjie WEN, Boxin SHI, Haoliang LI, Ling-Yu DUAN, Ah-hwee TAN, and Alex C. KOT Journal Article

CrowdBC: A blockchain-based decentralized framework for crowdsourcing, Ming LI, Jian WENG, Anjia YANG, Wei LU, Yue ZHANG, Lin HOU, Jiannan LIU, Yang XIANG, and Robert H. DENG Journal Article

Deep binocular tone mapping, Zhuming ZHANG, Chu HAN, Shengfeng HE, Xueting LIU, Haichao ZHU, Xinghong HU, and Tien-Tsin WONG Journal Article

DietLens-eout: Large scale restaurant food photo recognition, Zhipeng WEI, Jingjing CHEN, Zhaoyan MING, Chong-wah NGO, Tat-Seng CHUA, and Fengfeng ZHOU Conference Proceeding Article

Distributed similarity queries in metric spaces, Keyu YANG, Xin DING, Yuanliang ZHANG, Lu CHEN, Baihua ZHENG, and Yunjun GAO Journal Article

Dynamic fusion with intra-and inter-modality attention flow for visual question answering, Peng GAO, Zhengkai JIANG, Haoxuan YOU, Pan LU, Steven C. H. HOI, Xiaogang WANG, and Hongsheng LI Conference Proceeding Article

EnTrans: Leveraging kinetic energy harvesting signal for transportation mode detection, Guohao LAN, Weitao XU, Dong MA, Sara KHALIFA, Mahbub HASSAN, and Wen HU Journal Article

Exploratory analysis of individuals' mobility patterns and experienced conflicts in workgroup, NUR CAMELLIA BINTE ZAKARIA, Kenneth T. GOH, Youngki LEE, and Rajesh Krishna BALAN Conference Proceeding Article

Exploring object relation in mean teacher for cross-domain detection, Qi CAI, Yingwei PAN, Chong-wah NGO, Xinmei TIAN, Lingyu DUAN, and Ting YAO Conference Proceeding Article

Geometric top-K processing: Updates since MDM'16 [Advanced Seminar], Kyriakos MOURATIDIS Conference Proceeding Article

Hybrid keyword-field search with efficient key management for industrial Internet of Things, Yinbin MIAO, Ximeng LIU, Robert H. DENG, Hongjun WU, Hongwei LI, Jiguo LI, and WU. Dapeng Journal Article

Importance sampling of Interval Markov Chains, Cyrille JEGOUREL, Jingyi WANG, and Jun SUN Conference Proceeding Article

Joint face hallucination and deblurring via structure generation and detail enhancement, Yibing SONG, Jiawei ZHANG, Lijun GONG, Shengfeng HE, Linchao BAO, Jinshan PAN, Qingxiong YANG, and Ming-Hsuan YANG Journal Article

Key-insulated and privacy-preserving signature scheme with publicly derived public key, Zhen LIU, Guomin YANG, Duncan S. WONG, Khoa NGUYEN, and Huaxiong WANG Conference Proceeding Article

Learning cross-modal embeddings with adversarial networks for cooking recipes and food images, Hao WANG, Doyen SAHOO, Chenghao LIU, Ee-Peng LIM, and Steven C. H. HOI Conference Proceeding Article

Learning spatio-temporal representation with local and global diffusion, Zhaofan QIU, Ting YAO, Chong-wah NGO, Xinmei TIAN, and Tao MEI Conference Proceeding Article

Lightweight privacy-preserving ensemble classification for face recognition, Zhuo MA, Yang LIU, Ximeng LIU, Jianfeng MA, and Kui REN Journal Article

LPGL: Low-power graphics library for mobile AR headsets, CHOI Jaewon, Hyeonjung PARK, Jeongyeup PAEK, Rajesh Krishna BALAN, and JeongGil KO Conference Proceeding Article

Matching passengers and drivers with multiple objectives in ride sharing markets, Guodong LYU, Chung Piaw TEO, Wangchi CHEUNG, and Hai WANG Conference Proceeding Article

Metagraph-based learning on heterogeneous graphs, Yuan FANG, Wenqing LIN, Vincent W. ZHENG, Min WU, Jiaqi SHI, Kevin CHANG, and Xiao-Li LI Journal Article

Meta-transfer learning for few-shot learning, Qianru SUN, Yaoyao LIU, Tat-Seng CHUA, and Bernt SCHIELE Conference Proceeding Article

Mixed dish recognition through multi-label learning, Yunan WANG, Jing-Jing CHEN, Chong-wah NGO, Tat-Seng CHUA, Wanli ZUO, and Zhaoyan MING Conference Proceeding Article

Political discussions in homogeneous and cross-cutting communication spaces, Qatar Computing Research Institute, Haewoon KWAK, and Universität Bamberg Conference Proceeding Article

R2GAN: Cross-modal recipe retrieval with generative adversarial network, Bin ZHU, Chong-wah NGO, Jingjing CHEN, and Yanbin HAO Conference Proceeding Article

Secure online/offline data sharing framework for cloud-assisted industrial internet of things, Yinbin MIAO, Qiuyun TONG, Kim-Kwang Raymond CHOO, Ximeng LIU, Robert H. DENG, and Hongwei LI Journal Article

Self-supervised spatio-temporal representation learning for videos by predicting motion and appearance statistics, Jiangliu WANG, Jianbo JIAO, Linchao BAO, Shengfeng HE, Yunhui LIU, and Wei LIU Conference Proceeding Article

Single image reflection removal beyond linearity, Qiang WEN, Yinjie TAN, Jing QIN, Wenxi LIU, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

Sliced Wasserstein generative models, Jiqing WU, Zhiwu HUANG, Dinesh ACHARYA, Wen LI, Janine THOMA, Danda Pani PAUDEL, and Luc VAN GOOL Conference Proceeding Article

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization, Rong GE, Zhize LI, Weiyao WANG, and Xiang WANG Conference Proceeding Article

Time-based payout ratio for coordinating supply and demand on an on-demand service platform, Jiaru BAI, Kut C. SO, Christopher S. TANG, Xiqun CHEN, and Hai WANG Book Chapter

Transferrable prototypical networks for unsupervised domain adaptation, Yingwei PAN, Ting YAO, Yehao LI, Yu WANG, Chong-wah NGO, and Tao MEI Conference Proceeding Article

View, Like, Comment, Post: Analyzing user engagement by topic at 4 levels across 5 social media platforms for 53 news organizations, Kholoud K. ALDOUS, Jisun AN, and Bernard J. JANSEN Conference Proceeding Article

What do hotel customers complain about? Text analysis using structural topic model, Nan HU, Ting ZHANG, Baojun GAO, and Indranil BOSE Journal Article

Why is my code change abandoned?, Qingye WANG, Xin XIA, David LO, and Shanping LI Journal Article

Examining augmented virtuality impairment simulation for mobile app accessibility design, Tsu Wei, Kenny (ZHU Shuwei, Kenny) CHOO; Rajesh Krishna BALAN; and Rajesh Krishna BALAN Conference Proceeding Article

Worker demographics and earnings on amazon mechanical turk: An exploratory analysis, Kotaro HARA, Kristy MILLAND, Benjamin V. HANRAHAN, Chris CALLISON-BURCH, Abigail ADAMS, Saiph SAVAGE, and Jeffrey P. BIGHAM Conference Proceeding Article

CellTradeMap: Delineating trade areas for urban commercial districts with cellular networks, Yi ZHAO, Zimu ZHOU, Xu WANG, Tongtong LIU, Yunhao LIU, and Zheng YANG Conference Proceeding Article

Search in my way: Practical outsourced image retrieval framework supporting unshared key, Xiangyu WANG, Jianfeng MA, Ximeng LIU, and Yinbin MIAO Conference Proceeding Article

9.6 million links in source code comments: Purpose, evolution, and decay, Hideaki HATA, Christoph TREUDE, Raula Gaikovina KULA, and Takashi ISHIO Conference Proceeding Article

A blockchain-based location privacy-preserving crowdsensing system, Mengmeng YANG, Tianqing ZHU, Kaitai LIANG, Wanlei ZHOU, and Robert H. DENG Journal Article

Adaptive Resonance Theory (ART) for social media analytics, Lei MENG, Ah-Hwee TAN, and Donald C. II WUNSCH Book Chapter

Adversarial sample detection for deep neural network through model mutation testing, Jingyi WANG, Guoliang DONG, Jun SUN, Xinyu WANG, and Zhang PEIXIN Conference Paper

A homophily-free community detection framework for trajectories with delayed responses, Chung-kyun HAN, Shih-Fen CHENG, and Pradeep VARAKANTHAM Conference Proceeding Article

Automatically generating documentation for lambda expressions in Java, Anwar ALQAIMI, Patanamon THONGTANUNAM, and Christoph TREUDE Conference Proceeding Article

Beyond autonomy: The self and life of social agents, Budhitama SUBAGDJA and Ah-hwee TAN Conference Proceeding Article

Bilateral liability-based contracts in information security outsourcing, Kai-Lung HUI, Ping Fan KE, Yuxi YAO, and Wei Thoo YUE Journal Article

Clustering and its extensions in the social media domain, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Book Chapter

Community discovery in heterogeneous social networks, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Book Chapter

Concluding remarks, Lei MENG, Ah-hwee TAN, and Donald C. WUNSCH Book Chapter

CURE: Flexible categorical data representation by hierarchical coupling learning, Songlei JIAN, Guansong PANG, Longbing CAO, Kai LU, and Hang GAO Journal Article

DeepJIT: an end-to-end deep learning framework for just-in-time defect prediction, Thong HOANG, Hoa Khanh DAM, Yasutaka KAMEI, David LO, and Naoyasu UBAYASHI Conference Proceeding Article

Designated-server identity-based authenticated encryption with keyword search for encrypted emails, Hongbo LI, Qiong HUANG, Jian SHEN, Guomin YANG, and Willy SUSILO Journal Article

Detect rumors on Twitter by promoting information campaigns with generative adversarial learning, Jing MA, Wei GAO, and Kam-Fai WONG Conference Proceeding Article

Emerging app issue identification from user feedback: Experience on WeChat, Cuiyun GAO, Wujie ZHENG, Yuetang DENG, David LO, Jichuan ZENG, Michael R. LYU, and Irwin KING Conference Proceeding Article

Graph based optimization for multiagent cooperation, Arambam James SINGH and Akshat KUMAR Conference Proceeding Article

How practitioners perceive coding proficiency, Xin XIA, Zhiyuan WAN, Pavneet S. KOCHHAR, and David LO Conference Proceeding Article

How to derive causal insights for digital commerce in China? A research commentary on computational social science methods, David C.W. PHANG, Kanliang WANG, Qiu-hong WANG, Robert John KAUFFMAN, and Maurizio NALDI Journal Article

Incentivizing collaboration in a competition, Arunesh SINHA and Michael P. WELLMAN Conference Proceeding Article

Learning two-layer neural networks with symmetric inputs, Rong GE, Rohith KUDITIPUDI, Zhize LI, and Xiang WANG Conference Proceeding Article

Multimodal review generation for recommender systems, Quoc Tuan TRUONG and Hady W. LAUW Conference Proceeding Article

Neural multimodal belief tracker with adaptive attention for dialogue systems, Zheng ZHANG, Lizi LIAO, Minlie HUANG, Xiaoyan ZHU, and Tat-Seng CHUA Conference Proceeding Article

Neural multimodal belief tracker with adaptive attention for dialogue systems, Zheng ZHANG, Lizi LIAO, Minlie HUANG, Xiaoyan ZHU, and Tat-Seng CHUA Conference Proceeding Article

On reliability of patch correctness assessment, Xuan-Bach D. LE, Lingfeng BAO, David LO, Xin XIA, Shanping LI, and Corina S. PASAREANU Conference Proceeding Article

PatchNet: A tool for deep patch classification, Thong HOANG, Julia LAWALL, Richard J. OENTARYO, Yuan TIAN, and David LO Conference Proceeding Article

PatchNet: A tool for deep patch classification, Thong HOANG, Julia LAWALL, Richard J. OENTARYO, Yuan TIAN, and David LO Conference Proceeding Article

PeerLens: Peer-inspired interactive learning path planning in online question pool, Meng XIA, Mingfei SUN, Huan WEI, Qing CHEN, Yong WANG, Lei SHI, Huamin QU, and Xiaojuan MA Conference Proceeding Article

Perspectives on the 21st century urban university from Singapore: A viewpoint forum, Jean-Paul D. ADDIE, Michele ACUTO, K. C. HO, Stephan CAIRNS, and Hwee-pink TAN Journal Article

PinchList: Leveraging pinch gestures for hierarchical list navigation on smartphones, Teng HAN, Jie LIU, Khalad HASAN, Mingming FAN, Junhyeok KIM, Jiannan LI, Xiangmin FAN, Feng TIAN, Edward LANK, and Pourang IRANI Conference Proceeding Article

PPTDS: A privacy-preserving truth discovery scheme in crowd sensing systems, Chuan ZHANG, Liehuang ZHU, Chang XU, Kashif SHARIF, and Ximeng LIU Journal Article

Practitioners' views on good software testing practices, Pavneet S. KOCHHAR, Xin XIA, and David LO Conference Proceeding Article

Predicting good configurations for github and stack overflow topic models, Christoph TREUDE and Markus WAGNER Conference Proceeding Article

Project Sidewalk: A Web-based crowdsourcing tool for collecting sidewalk accessibility data at scale, Manaswi SAHA, Michael SAUGSTAD, Hanuma MADDALI, Aileen ZENG, Ryan HOLLAND, Steven BOWER, Aditya DASH, Sage CHEN, Anthony Li, Kotaro HARA, and Jon FROEHLICH Conference Proceeding Article

RE-ORG: An online repositioning guidance agent, Muralidhar KONDA, Pradeep VARAKANTHAM, Aayush SAXENA, and MEGHNA LOWALEKAR Conference Proceeding Article

Robust factorization machine: A doubly capped norms minimization, Chenghao LIU, Teng ZHANG, Jundong LI, Jianwen YIN, Peilin ZHAO, Jianling SUN, and Steven C. H. HOI Conference Proceeding Article

Socially-enriched multimedia data co-clustering, Ah-hwee TAN Book Chapter

SOTorrent: Studying the origin, evolution, and usage of stack overflow code snippets, Sebastian BALTES, Christoph TREUDE, and Stephan DIEHL Conference Proceeding Article

The challenge of collaborative IoT-based inferencing in adversarial settings, Archan MISRA, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, and Kasthuri JAYARAJAH Conference Proceeding Article

The challenges of creating engaging content: Results from a focus group study of a popular news media organization, Kholoud Khalil ALDOUS, Jisun AN, and Bernard J. JANSEN Conference Proceeding Article

Towards personalized data-driven bundle design with QoS constraint, Mustafa MISIR and Hoong Chuin LAU Book Chapter

Unifying knowledge graph learning and recommendation: towards a better understanding of user preferences, Yixin CAO, Xiang WANG, Xiangnan HE, Zikun HU, and Tat-Seng CHUA Conference Proceeding Article

Witt: Querying technology terms based on automated classification, Mathieu NASSIF, Christoph TREUDE, and Martin P. ROBILLARD Conference Proceeding Article

Interaction-aware arrangement for event-based social networks, Feifei KOU, Zimu ZHOU, Hao CHEG, Junping DU, Yexuan SHI, and Pan XU Conference Proceeding Article

Joint shape matching for overlapping cytoplasm segmentation in cervical smear images, Youyi SONG, Jing QIN, Baiying LEI, Shengfeng HE, and Kup-Sze CHOI Conference Proceeding Article

Adopting hyperledger fabric blockchain for EPCglobal network, Pamela Hui Ting CHUA, Yingjiu LI, and Wei HE Conference Proceeding Article

Automatic short answer grading using Siamese bidirectional LSTM based regression, Arya PRABHUDESAI and Nguyen Binh Duong TA Conference Proceeding Article

CINEMA: Efficient and privacy-preserving online medical primary diagnosis with skyline query, Jianfeng HUA, Hui ZHU, Fengwei WANG, Ximeng LIU, Rongxing LU, Hao LI, and Yeping ZHANG Journal Article

DeepReview: Automatic code review using deep multi-instance learning, Hengyi LI, Shuting SHI, Ferdian THUNG, Xuan HUO, Bowen XU, Ming LI, and David LO Conference Proceeding Article

Dependable machine intelligence at the tactical edge, Archan MISRA, Kasthuri JAYARAJAH, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, Randy Tandriansyah DARATAN, Shuochao YAO, and Tarek ABDELZAHER Conference Proceeding Article

Discursive power in contemporary media systems: A comparative framework, Andreas JUNGHERR, Oliver POSEGGA, and Jisun AN Journal Article

Dynamic student classification on memory networks for knowledge tracing, Sein MINN, Michel C. DESMARAIS, Feida ZHU, Jing XIAO, and Jianzong WANG Conference Proceeding Article

Efficient algorithms for solving aggregate keyword routing problems, Qize JIANG, Weiwei SUN, Baihua ZHENG, and Kunjie CHEN Conference Proceeding Article

Exploring and visualizing household electricity consumption patterns in Singapore: A geospatial analytics approach, Yong Ying TAN and Tin Seong KAM Conference Proceeding Article

Fair and dynamic data sharing framework in cloud-assisted Internet of Everything, Yinbin MIAO, Ximeng LIU, Kim-Kwang Raymond CHOO, Robert H. DENG, Hongjun WU, and Hongwei LI Journal Article

Maximizing multifaceted network influence, Yuchen LI, Ju FAN, George V. OVCHINNIKOV, and Panagiotis KARRAS Conference Proceeding Article

Online collaborative filtering with implicit feedback, Jianwen YIN, Chenghao LIU, Jundong LI, Bing Tian DAI, Yun-Chen CHEN, Min WU, and Jianling SUN Conference Proceeding Article

Perception coordination network: A neuro framework for multimodal concept acquisition and binding, You-Lu XING, Xiao-Feng SHI, Fu-Rao SHEN, Jin-Xi ZHAO, Jing-Xin PAN, and Ah-hwee TAN Journal Article