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.

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Submissions from 2020

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Early detection of mild cognitive impairment with in-home sensors to monitor behavior patterns in community-dwelling senior citizens in Singapore: Cross-sectional feasibility study, Iris Rawtaer, Rathi Mahendran, Ee Heok Kua, Hwee-pink TAN, Hwee Xian TAN, Tih-Shih Lee, and Tze Pin Ng Journal Article

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Enhancing cellular communications for UAVs via intelligent reflective surface, Dong MA, Ming DING, and Mahbub HASSAN Conference Proceeding Article

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Hierarchical multiagent reinforcement learning for maritime traffic management, Arambam James SINGH, Akshat KUMAR, and Hoong Chuin LAU Conference Proceeding Article

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Hierarchical reinforcement learning with integrated discovery of salient subgoals, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article

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JPLink: On linking jobs to vocational interest types, Amila SILVA, Pei Chi LO, and Ee-peng LIM Conference Proceeding Article

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Learning discriminative neural sentiment units for semi-supervised target-level sentiment classification, Jingjing ZHAO, Yao YANG, Guansong PANG, Lei LV, Hong SHANG, Zhongqian SUN, and Wei YANG Conference Proceeding Article

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Learning expensive coordination: An event-based deep RL approach, Runsheng YU, Xinrun WANG, Rundong WANG, Youzhi ZHANG, Bo AN, Zhen Yu SHI, and Hanjiang LAI Conference Proceeding Article

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MemLock: Memory usage guided fuzzing, Cheng WEN, Haijun WANG, Yuekang LI, Shengchao QIN, Yang LIU, Zhiwu XU, Hongxu CHEN, Xiaofei XIE, Geguang PU, and Ting LIU Conference Proceeding Article

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Multiplex memory network for collaborative filtering, Xunqiang JIANG, Binbin HU, Yuan FANG, and Chuan SHI Conference Proceeding Article

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Platform pricing with strategic buyers: The impact of future production cost, Mei LIN, Xiajun Amy PAN, and Quan ZHENG Journal Article

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PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting, Zhuoran MA, Jianfeng MA, Yinbin MIAO, Kim-Kwang Raymond CHOO, Ximeng LIU, Xiangyu WANG, and Tengfei YANG Journal Article

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POSIT: Simultaneously tagging natural and programming languages, Profir-Petru PÂRȚACHI, Santanu DASH, Christoph TREUDE, and Earl T. BARR Conference Proceeding Article

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RankBooster: Visual analysis of ranking predictions, Abishek PURI, Bon Kyung KU, Yong WANG, and Huamin QU Conference Paper

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Retrofitting embeddings for unsupervised user identity linkage, Tao ZHOU, Ee-peng LIM, Roy Ka-Wei LEE, Feida ZHU, and Jiuxin CAO Conference Proceeding Article

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Robust graph learning from noisy data, Zhao KANG, Haiqi PAN, Steven C. H. HOI, and Zenglin XU Journal Article

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Route choice behaviour and travel information in a congested network: Static and dynamic recursive models, Giselle de Moraes RAMOS, Tien MAI, Winnie DAAMEN, and Emma FREJINGER Journal Article

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Semantic understanding of smart contracts: Executable operational semantics of solidity, Jiao JIAO, Shuanglong KAN, Shang Wei LIN, David SANAN, Yang LIU, and Jun SUN Conference Proceeding Article

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Short-term repositioning for empty vehicles on ride-sourcing platforms, Hai WANG and Zhengli WANG Conference Proceeding Article

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StarHopper: A touch interface for remote object-centric drone navigation, Jiannan LI, Ravin BALAKRISHNAN, and Tovi GROSSMAN Conference Proceeding Article

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Symbolic verification of message passing interface programs, Hengbiao YU, Zhenbang CHEN, Xianjin FU, Ji WANG, Zhendong SU, Jun SUN, Chun HUANG, and Wei DONG Conference Proceeding Article

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The future of work now: Cyber threat attribution at FireEye, Thomas H. DAVENPORT and Steven M. MILLER Magazine Article

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Towards characterizing adversarial defects of deep learning software from the lens of uncertainty, Xiyue ZHANG, Xiaofei XIE, Lei MA, Xiaoning DU, Qiang HU, Yang LIU, Jianjun ZHAO, and Meng SUN Conference Proceeding Article

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“Trust Me, I Have a Ph.D.”: A propensity score analysis on the halo effect of disclosing one's offline social status in online communities, Kunwoo PARK, Haewoon KWAK, Hyunho SONG, and Meeyoung. CHA Conference Proceeding Article

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Typestate-guided fuzzer for discovering use-after-free vulnerabilities, Haijun WANG, Xiaofei XIE, Yi LI, Cheng WEN, Yuekang LI, Yang LIU, Shengchao QIN, Hongxu CHEN, and Yulei SUI Conference Proceeding Article

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Values of artificial intelligence in marketing, Yingrui XI and Keng SIAU Conference Proceeding Article

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Who and when to screen: Multi-round active screening for network recurrent infectious diseases under uncertainty, Han-Ching OU, Arunesh SINHA, Sze-Chuan SUEN, Andrew PERRAULT, Alpan RAVAL, and Milind TAMBE Conference Proceeding Article

Why do people watch others eat food? An empirical study on the motivations and practices of mukbang viewers, Laurensia ANJANI, Terrance MOK, Anthony TANG, Lora OEHLBERG, and Wooi Boon GOH Conference Proceeding Article

WiFi-based indoor robot positioning using deep fuzzy forests, Le ZHANG, CHEN Zhenghua, CUI Wei, LI Bing, CHEN Cen, Zhiguang CAO, and GAO Kaizhou Journal Article

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A cue adaptive decoder for controllable neural response generation, Weichao WANG, Shi FENG, Wei GAO, Daling WANG, and Yifei ZHANG Conference Proceeding Article

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A generalized formal semantic framework for smart contracts, Jiao JIAO, Shang-Wei LIN, and Jun SUN Conference Proceeding Article

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A new construction for linkable secret handshake, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Nan LI, Guomin YANG, and Zheng YANG Journal Article

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Are these comments triggering? Predicting triggers of toxicity in online discussions, Hind Almerekhi, Haewoon KWAK, Joni SALMINEN, and Bernard J. JANSEN Conference Proceeding Article

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Artificial intelligence (AI) ethics: Ethics of AI and ethical AI, Keng SIAU and Weiyu WANG Journal Article

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Attribute-based cloud data integrity auditing for secure outsourced storage, Yong YU, Yannan LI, Bo YANG, Willy SUSILO, Guomin YANG, and Jian BAI Journal Article

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Designing a smart Internet of Things solution for point of use water filtration management system in residential, commercial and public settings, Tristan LIM, Hwee-Pink TAN, Chin Sin ONG, Rahul BELANI, and Siddhant S. K. AGRAWAL Journal Article

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DFSeer: A visual analytics approach to facilitate model selection for demand forecasting, Dong SUN, Zezheng FENG, Yuanzhe CHEN, Yong WANG, Jia ZENG, Mingxuan YUAN, Ting-Chuen PONG, and Huamin QU Conference Proceeding Article

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Differentially private online task assignment in spatial crowdsourcing: A tree-based approach, Qian TAO, Yongxin TONG, Zimu ZHOU, Yexuan SHI, Lei CHEN, and Ke XU Conference Proceeding Article

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Energy-efficient distance-bounding with residual charge computation, Yunhui ZHUANG, Anjia YANG, Gerhard HANCKE, Duncan S. WONG, and Guomin YANG Journal Article

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Google summer of code: Student motivations and contributions, Jefferson O. SILVA, Igor Scaliante WIESE, Daniel M. GERMÁN, Christoph TREUDE, Marco Aurélio GEROSA, and Igor STEINMACHER Journal Article

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How to and how much? Teaching ethics in an interaction design course, Bimlesh WADHWA, Eng Lieh OUH, and Benjamin GAN Conference Paper

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Identity-based encryption transformation for flexible sharing of encrypted data in public cloud, Robert H. DENG, Zheng QIN, Qianhong WU, Zhenyu GUAN, Robert H. DENG, Yujue WANG, and Yunya ZHOU Journal Article

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Improving neural relation extraction with implicit mutual relations, Jun KUANG, Yixin CAO, Jianbing ZHENG, Xiangnan HE, Ming GAO, and Aoying ZHOU Conference Proceeding Article

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Incorporating a reverse logistics scheme in a vehicle routing problem with cross-docking network: A modelling approach, Audrey Tedja WIDJAJA, Aldy GUNAWAN, Panca JODIAWAN, and Vincent F. YU Conference Proceeding Article

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Leakage-resilient biometric-based remote user authentication with fuzzy extractors, Yangguang TIAN, Yingjiu LI, Binanda SENGUPTA, Nan LI, and Chunhua SU Journal Article

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MapTransfer: Urban air quality map generation for downscaled sensor deployments, Yun CHENG, Xiaoxi HE, Zimu ZHOU, and Lothar THIELE Conference Proceeding Article

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On the Robustness of Cascade Diffusion under Node Attacks, Alvis LOGINS, Yuchen LI, and Panagiotis KARRAS Conference Proceeding Article

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On the security of LWE cryptosystem against subversion attacks, Zhichao YANG, Rongmao CHEN, Chao LI, Longjiang QU, and Guomin YANG Journal Article

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Poster abstract: Data communication using switchable privacy glass, Changshuo HU, Dong MA, Mahbub HASSAN, and Wen HU Conference Proceeding Article

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Predictive task assignment in spatial crowdsourcing: A data-driven approach, Yan ZHAO, Kai ZHENG, Yue CUI, Han SU, Feida ZHU, and Xiaofang ZHOU Conference Proceeding Article

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Privacy-preserving outsourced support vector machine design for secure drug discovery, Ximeng LIU, Robert H. DENG, Kim-Kwang Raymond CHOO, and Yang YANG Journal Article

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RecipeGPT: Generative pre-training based cooking recipe generation and evaluation system, Helena Huey Chong LEE, Ke SHU, Palakorn ACHANANUPARP, Philips Kokoh PRASETYO, Yue LIU, Ee-peng LIM, and Lav R. VARSHNEY Conference Proceeding Article

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Reinforced negative sampling over knowledge graph for recommendation, Xiang WANG, Yaokun XU, Xiangnan HE, Yixin CAO, Meng WANG, and Tat-Seng CHUA Conference Proceeding Article

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Review-guided helpful answer identification in e-commerce, Wenxuan ZHANG, Wai LAM, Yang DENG, and Jing MA Conference Proceeding Article

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Statistical modeling of harassment against Reddit moderators, Hamad Bin Khalifa University and Haewoon KWAK Conference Proceeding Article

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Techniques to visualize occluded graph elements for 2.5D map editing, Kazuyuki FUJITA, Daigo HAYASHI, Kotaro HARA, Kazuki TAKASHIMA, and Yoshifumi KITAMURA Conference Proceeding Article

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Two can play that game: An adversarial evaluation of a cyber-alert inspection system, Ankit SHAH, Arunesh SINHA, Rajesh GANESAN, Sushil JAJODIA, and Hasan CAM Journal Article

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Understanding the relation between repeat developer interactions and bug resolution times in large open source ecosystems: A multisystem study, Subhajit DATTA, Reshma ROYCHOUDHURI, and Subhashis MAJUMDER Journal Article

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VoiceCoach: Interactive evidence-based training for voice modulation skills in public speaking, Xingbo WANG, Haipeng ZENG, Yong WANG, Aoyu WU, Zhida SUN, Xiaojuan MA, and QU Huamin Conference Proceeding Article

Decision theory for network security: Active sensing for detection and prevention of data exfiltration, Sara MC CARTHY, Arunesh SINHA, Milind TAMBE, and Pratyusa K. MANADHATA Book Chapter

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An empirical study on correlation between coverage and robustness for deep neural networks, Yizhen DONG, Peixin ZHANG, Jingyi WANG, Shuang LIU, Jun SUN, Jianye HAO, Xinyu WANG, Li WANG, Jinsong DONG, and Ting DAI Conference Proceeding Article

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Automated synthesis of local time requirement for service composition, Étienne ANDRÉ, Tian Huat TAN, Manman CHEN, Shuang LIU, Jun SUN, Yang LIU, and Jin Song DONG Journal Article

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Automatic verification of multi-threaded programs by inference of rely-guarantee specifications, Xuan-Bach LE, David SANAN, Jun SUN, and Shang-Wei LIN Conference Proceeding Article

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Capacitor-based activity sensing for kinetic-powered wearable IoTs, Guohao LAN, Dong MA, Weitao XU, Mahbub HASSAN, and Wen HU Journal Article

Deep pixel-level matching via attention for video co-segmentation, Junliang LI, Hon-Cheng WONG, Shengfeng HE, Sio-Long LO, Guifang ZHANG, and Wenxiao WANG Journal Article

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Detecting fake news in social media: An Asia-Pacific perspective, Meeyoung CHA, Wei GAO, and Cheng-Te LI Journal Article

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Feature agglomeration networks for single stage face detection, Jialiang ZHANG, Xiongwei WU, Steven C. H. HOI, and Jianke ZHU Journal Article

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HeartQuake: Accurate low-cost non-invasive ECG monitoring using bed-mounted geophones, Jaeyeon PARK, Hyeon CHO, Rajesh Krishna BALAN, and JeongGil KO Journal Article

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IFIX: Fixing concurrency bugs while they are introduced, Zan WANG, Haichi WANG, Shuang LIU, Jun SUN, Haoyu WANG, and Junjie CHEN Conference Proceeding Article

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Learning fault models of cyber physical systems, Teck Ping KHOO, Jun SUN, and Sudipta CHATTOPADHYAY Conference Proceeding Article

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Light structure from pin motion: Geometric point light source calibration, Hiroaki SANTO, Michael WAECHTER, Wen-yan LIN, Yusuke SUGANO, and Yasuyuki MATSUSHITA Journal Article

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PokeME: Applying context-driven notifications to increase worker engagement in mobile crowd-sourcing, Thivya KANDAPPU, Abhinav MEHROTRA, Archan MISRA, Mirco MUSOLESI, Shih-Fen CHENG, and Lakmal Buddika MEEGAHAPOLA Conference Proceeding Article

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Predicting student performance in interactive online question pools using mouse interaction features, Huan WEI, Haotian LI, Meng XIA, Yong WANG, and Huamin QU Conference Proceeding Article

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Privacy-preserving data processing with flexible access control, Wenxiu DING, Zheng YAN, and Robert H. DENG Journal Article

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S2N2: An interpretive semantic structure attention neural network for trajectory classification, Canghong JIN, Ting TAO, Xianzhe LUO, Zemin LIU, and Minghui WU Journal Article

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Securing bring-your-own-device (BYOD) programming exams, Oka KURNIAWAN, Norman LEE, and Christopher M. POSKITT Conference Proceeding Article

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Space efficient revocable IBE for mobile devices in cloud computing, Baodong QIN, Ximeng LIU, Zhuo WEI, and Dong ZHENG Journal Article

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The search for optimal oxygen saturation targets in critically ill: Patients observational data from large ICU databases, Willem VAN DEN BOOM, Michael HOY, Jagadish SANKARAN, Mengru LIU, Haroun CHAHED, Mengling FENG, and Kay Choong SEE Journal Article

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The spatial optimization and evaluation of the economic, ecological, and social value of urban green space in Shenzhen, Yuhan YU, Wenting ZHANG, Peihong FU, Wei HUANG, Keke LI, and Kai CAO Journal Article

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Towards k-vertex connected component discovery from large networks, Li YUAN, Guoren WANG, Yuhai ZHAO, and Feida ZHU Journal Article

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Understanding Wikipedia as a resource for opportunistic learning of computing concepts, Martin P. ROBILLARD and Christoph TREUDE Conference Proceeding Article

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Using reinforcement learning to minimize the probability of delay occurrence in transportation, Zhiguang CAO, Hongliang Guo, Wen Song, Kaizhou Gao, Zhengghua Chen, Le Zhang, and Xuexi Zhang Journal Article

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Vehicle routing problem for multi-product cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Benjamin GAN, Vincent F. YU, and Panca JODIAWAN Conference Proceeding Article

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W8-Scope: Fine-grained, practical monitoring of weight stack-based exercises, Meeralakshmi RADHAKRISHNAN, Archan MISRA, and Rajesh Krishna BALAN Conference Proceeding Article

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When the bank comes to you: Branch network and customer omnichannel banking behavior, Mi ZHOU, Dan GENG, Vibhanshu ABHISHEK, and Beibei LI Journal Article

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Analysis of blockchain protocol against static adversarial miners corrupted by long delay attackers, Quan YUAN, Puwen WEI, Keting JIA, and Haiyang XUE Journal Article

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Are the code snippets what we are searching for? A benchmark and an empirical study on code search with natural-language queries, Shuhan YAN, Hang YU, Yuting CHEN, and Beijun SHEN Edited Conference Proceeding

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AUSearch: Accurate API usage search in Github repositories with type resolution, Muhammad Hilmi ASYROFI, Ferdian THUNG, David LO, and Lingxiao JIANG Conference Proceeding Article

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Automated deprecated-API usage update for Android apps: How far are we?, Ferdian THUNG, Stefanus AGUS HARYONO, Lucas SERRANO, Gilles MULLER, Julia LAWALL, David LO, and Lingxiao JIANG Conference Proceeding Article

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Bounding regret in empirical games, Steven JECMEN, Arunesh SINHA, Zun LI, and Long TRAN-THANH Conference Proceeding Article

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Deepbindiff: Learning program-wide code representations for binary diffing, Yue DUAN, Xuezixiang LI, Jinghan WANG, Wang, and Heng YIN Conference Proceeding Article

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Deepdualmapper: A gated fusion network for automatic map extraction using aerial images and trajectories, Hao WU, Hanyuan ZHANG, Xinyu ZHANG, Weiwei SUN, Baihua ZHENG, and Yuning JIANG Conference Proceeding Article

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Distinguishing similar design pattern instances through temporal behavior analysis, Renhao XIONG, David LO, and Bixin LI Conference Proceeding Article

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Does reputational sanctions deter negligence in information security management? A field quasi-experiment, Qian TANG and Andrew B. WHINSTON Journal Article

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Essential sentences for navigating Stack Overflow answers, Sarah NADI and Christoph TREUDE Conference Proceeding Article

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Example-based colourization via dense encoding pyramids, Chufeng XIAO, Chu HAN, Zhuming ZHANG, Jing QIN, Tien-Tsin WONG, Guoqiang HAN, and Shengfeng HE Journal Article

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Example-based colourization via dense encoding pyramids, Chufeng XIAO, Chu HAN, Zhuming ZHANG, Jing QIN, Tien-Tsin WONG, Guoqiang HAN, and Shengfeng HE Journal Article

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Five challenges in cloud-enabled intelligence and control, Tarek ABDELZAHER, Yifan HAO, Kasthuri JAYARAJAH, Archan MISRA, Per SKARIN, Shuochao YAO, Dulanga Kaveesha Weerakoon WEERAKOON MUDIYANSELAGE, and Karl-Erik ARZEN Journal Article

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GDFace: Gated deformation for multi-view face image synthesis, Xuemiao XU, Keke LI, Cheng XU, and Shengfeng HE Conference Proceeding Article

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Generating realistic stock market order streams, Junyi LI, Xintong WANG, Yaoyang LIN, Arunesh SINHA, and Michael P. WELLMAN Conference Proceeding Article

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Image enhanced event detection in news articles, Meihan TONG, Shuai WANG, Yixin CAO, Bin XU, Juaizi LI, Lei HOU, and Tat-Seng CHUA Conference Proceeding Article