Submissions from 2020
DeepDrawing: A deep learning approach to graph drawing, Yong WANG, Zhihua JIN, Qianwen WANG, Weiwei CUI, Tengfei MA, and Huamin QU Journal Article
Deterministic identity-based encryption from lattice-based programmable hash functions with high min-entropy, Daode ZHANG, Jie LI, Bao LI, Xianhui LU, Haiyang XUE, Dingding JIA, and Yamin LIU Journal Article
EmoCo: Visual analysis of emotion coherence in presentation videos, Haipeng ZENG, Xingbo WANG, Aoyu WU, Yong WANG, Quan LI, Alex ENDERT, and Huamin QU Journal Article
Entity-sensitive attention and fusion network for entity-level multimodal sentiment classification, Jianfei YU and Jing JIANG Journal Article
Formnet: Formatted learning for image restoration, Jianbo JIAO, Wei-Chih TU, Ding LIU, Shengfeng HE, Rynson W. H. LAU, and Thomas S. HUANG Journal Article
Invertible grayscale via dual features ensemble, Taizhong YE, Yong DU, Junjie DENG, and Shengfeng HE Journal Article
Learning long-term structural dependencies for video salient object detection, Bo WANG, Wenxi LIU, Guoqiang HAN, and Shengfeng HE Journal Article
Lightweight sharable and traceable secure mobile health system, Yang YANG, Ximeng LIU, Robert H. DENG, and Yingjiu LI Journal Article
Memory and resource leak defects and their repairs in Java projects, Mohammadreza GHANAVATI, Diego COSTA, Janos SEBOEK, David LO, and Artur ANDRZEJAK Journal Article
Neighbourhood structure preserving cross-modal embedding for video hyperlinking, Yanbin HAO, Chong-wah NGO, and Benoit HUET Journal Article
Optimal feature selection for learning-based algorithms for sentiment classification, Zhaoxia WANG and Zhiping LIN Journal Article
PACE: Privacy-preserving and quality-aware incentive mechanism for mobile crowdsensing, Bowen ZHAO, Shaohua TANG, Ximeng LIU, and Xinglin ZHANG Journal Article
PGAS: Privacy-preserving graph encryption for accurate constrained shortest distance queries, Can ZHANG, Liehuang ZHU, Kashif SHARIF, Chuan ZHANG, and Ximeng LIU Journal Article
PlanningVis: A visual analytics approach to production planning in smart factories, Dong SUN, Renfei HUANG, Yuanzhe CHEN, Yong WANG, Jia ZENG, Mingxuan YUAN, Ting-Chuen PONG, and Huamin QU Journal Article
Practical server-side indoor localization: Tackling cardinality outlier challenges, Anuradha RAVI and Archan MISRA Conference Proceeding Article
Real-time hierarchical supervoxel segmentation via a minimum spanning tree, Bo WANG, Yiliang CHEN, Wenxi LIU, Jing QIN, Yong DU, Guoqiang HAN, and Shengfeng HE Journal Article
Recent advances in deep learning for object detection, Xiongwei WU, Doyen SAHOO, and Steven C. H. HOI Journal Article
Remote communication in wilderness search and rescue: Implications for the design of emergency distributed-collaboration tools for network-sparse environments, Brennan JONES, Anthony TANG, and Carman NEUSTAEDTER Journal Article
Scalable, adaptable and fast estimation of transient downtime in virtual infrastructures using convex decomposition and sample path randomization, Zhiling GUO, Jin LI, and Ram RAMESH Journal Article
Server-aided revocable attribute-based encryption for cloud computing services, Hui CUI, Tsz Hon YUEN, Robert H. DENG, and Guilin WANG Journal Article
Spatial multi-objective land use optimization toward livability based on boundary-based genetic algorithm: A case study in Singapore, Kai CAO, Muyang LIU, Shu WANG, Mengqi LIU, Wenting ZHANG, Qiang MENG, and Bo HUANG Journal Article
Structure-priority image restoration through genetic algorithm optimization, Zhaoxia WANG, Haibo PEN, Ting YANG, and Quan WANG Journal Article
Synthesizing aspect-driven recommendation explanations from reviews, Trung-Hoang LE and Hady W. LAUW Conference Proceeding Article
Systematic classification of attackers via bounded model checking, Eric ROTHSTEIN-MORRIS, Jun SUN, and Sudipta CHATTOPADYAY Conference Proceeding Article
Teacher-student networks with multiple decoders for solving math word problem, Jipeng ZHANG, Roy Ka-Wei LEE, Ee-peng LIM, Wei QIN, Lei WANG, Jie SHAO, and Qianru SUN Conference Proceeding Article
The topicality of the learning organization: Is the concept still relevant today?, Siu Loon HOE Book Chapter
Towards automated infographic design: Deep learning-based auto-extraction of extensible timeline, Zhutian CHEN, Yun WANG, Qianwen WANG, Yong WANG, and Huamin QU Journal Article
Vietnamese punctuation prediction using deep neural networks, Thuy PHAM, Nhu NGUYEN, Hong Quang PHAM, Han CAO, and Binh NGUYEN Conference Proceeding Article
VIREO @ Video Browser Showdown 2020, Phuong Anh NGUYEN, Jiaxin WU, Chong-wah NGO, Danny FRANCIS, and Benoit HUET Conference Proceeding Article
Submissions from 2019
Implementing security-enhanced PHR system in the cloud using FAME, Zuobin YING, Wenjie JIANG, Ximeng LIU, and Shengmin XU Conference Proceeding Article
Designing learning activities for experiential learning in a design thinking course, Benjamin GAN and Eng Lieh OUH Conference Proceeding Article
Optimal management of virtual infrastructures under flexible cloud service agreements, Zhiling GUO, Jin LI, and Ram RAMESH Journal Article
Multi-agent reinforcement learning in spatial domain tasks using inter subtask empowerment rewards, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article
A mathematical programming model for the green mixed fleet vehicle routing problem with realistic energy consumption and partial recharges, Vincent F. YU, Panca JODIWAN, Aldy GUNAWAN, and Audrey Tedja WIDJAJA Conference Proceeding Article
An empirical study of SMS one-time password authentication in Android apps, Siqi MA, Runhan FENG, Juanru LI, Yang LIU, Surya NEPAL, Elisa BERTINO, Robert H. DENG, Zhuo MA, and Sanjay JHA Conference Proceeding Article
An IoT-driven smart cafe solution for human traffic management, Maruthi PRITHIVIRAJAN and Kyong Jin SHIM Conference Proceeding Article
AppMoD: Helping older adults manage mobile security with online social help, Zhiyuan WAN, Lingfeng BAO, Debin GAO, Eran TOCH, Xin XIA, Tamir MENDEL, and David LO Journal Article
A unified variance-reduced accelerated gradient method for convex optimization, Guanghui LAN, Zhize LI, and Yi ZHOU Conference Proceeding Article
Automating change-level self-admitted technical debt determination, Meng YAN, Xin XIA, Emad SHIHAB, David LO, Jianwei YIN, and Xiaohu YANG Journal Article
Clustering models for topic analysis in graduate discussion forums, Mallika GOKARN NITIN, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Compositional verification of heap-manipulating programs through property-guided learning, Long H. PHAM, Jun SUN, and Quang LOC LE Conference Proceeding Article
Data-driven decision-support for process improvement through predictions of bed occupancy rates, Kar Way TAN, Qi You NG, Francis Ngoc Hoang Long NGUYEN, and Sean Shao Wei LAM Conference Proceeding Article
Digitalization in practice: The fifth discipline advantage, Siu Loon HOE Journal Article
Do my students understand? Automated identification of doubts from informal reflections, Siaw Ling LO, Kar Way TAN, and Eng Lieh OUH Conference Proceeding Article
Efficient meta learning via minibatch proximal update, Pan ZHOU, Xiao-Tong YUAN, Huan XU, Shuicheng YAN, and Jiashi FENG Conference Proceeding Article
Examining the theoretical mechanisms underlying health information exchange impact on healthcare outcomes: A physician agency perspective, Fang ZHOU, Qiu-hong WANG, and Hock Hai TEO Conference Proceeding Article
Finding needles in a haystack: Leveraging co-change dependencies to recommend refactorings, Marcos César DE OLIVEIRA, Davi FREITAS, Rodrigo BONIFACIO, Gustavo PINTO, and David LO Journal Article
GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence, Jia-Wang BIAN, Wen-yan LIN, Yun LIU, Le ZHANG, Sai-Kit YEUNG, Ming-Ming CHENG, and Ian REID Journal Article
Guest Editorial: Special issue on software engineering for mobile applications, Sebastiano PANICHELLA, Fabio PALOMBA, David LO, and Meiyappan NAGAPPAN Transcript
Happy toilet: A social analytics approach to the study of public toilet cleanliness, Eugene W. J. CHOY, Winston M. K. HO, Xiaohang LI, Ragini VERMA, Li Jin SIM, and Kyong Jin SHIM Conference Proceeding Article
Harmony search algorithm for time-dependent vehicle routing problem with time windows, Yun-Chia LIANG, Vanny MINANDA, Aldy GUNAWAN, and Angela Hsiang-Ling CHEN Conference Proceeding Article
Identifying regional trends in avatar customization, Peter MAWHORTER, Sercan SENGUN, Haewoon KWAK, and D. FOX HARRELL Journal Article
Improved generalisation bounds for deep learning through L∞ covering numbers, Antoine LEDENT, Yunwen LEI, and Marius KLOFT Conference Paper
Influence, information and team outcomes in large scale software development, Subhajit DATTA Conference Proceeding Article
Learning to self-train for semi-supervised few-shot classification, Xinzhe LI, Qianru SUN, Yaoyao LIU, Shibao ZHENG, Qin ZHOU, Tat-Seng CHUA, and Bernt SCHIELE Conference Proceeding Article
Objective sleep quality as a predictor of mild cognitive impairment in seniors living alone, Brian CHEN, Hwee-Pink TAN, Irus RAWTAER, and Hwee Xian TAN Conference Proceeding Article
Online content consumption: Social endorsements, observational learning and word-of-mouth, Qian TANG, Tingting SONG, Liangfei QIU, and Ashish AGARWAL Conference Proceeding Article
Optimal design and ownership structures of innovative retail payment systems, Zhiling GUO and Dan MA Conference Proceeding Article
Pieces of contextual information suitable for predicting co-changes? An empirical study, Igor Scaliante WIESE, Rodrigo Takashi KURODA, Igor STEINMACHER, Gustavo A. OLIVA, Reginaldo RÉ, Christoph TREUDE, and Marco Aurélio GEROSA Journal Article
Punctuation prediction for Vietnamese texts using conditional random fields, Hong Quang PHAM, Binh T. NGUYEN, and Nguyen Viet CUONG Conference Proceeding Article
Quantum consensus, Jorden SEET and Paul GRIFFIN Conference Proceeding Article
Salience-aware adaptive resonance theory for large-scale sparse data clustering, Lei MENG, Ah-hwee TAN, and Chunyan MIAO Journal Article
Selective discrete particle swarm optimization for the team orienteering problem with time windows and partial scores, Vincent F. YU, Perwira A. A. N. REDI, Parida JEWPANYA, and Aldy GUNAWAN Journal Article
Self-organizing neural networks for universal learning and multimodal memory encoding, Ah-hwee TAN, Budhitama SUBAGDJA, Di WANG, and Lei MENG Journal Article
Simulation model to evaluate effectiveness of queue management tool in supermarket retail chain, Michelle L. F. CHEONG and Yong Qing CHIA Conference Proceeding Article
SMU Teaching Bank: Case study of a multiyear development project utilizing student resources, Alan MEGARGEL, Terence P. C. FAN, and Venky SHANKARARAMAN Conference Proceeding Article
SSRGD: Simple Stochastic Recursive Gradient Descent for escaping saddle points, Zhize LI Conference Proceeding Article
Strongly leakage resilient authenticated key exchange, revisited, Guomin YANG, Rongmao CHEN, Yi MU, Willy SUSILO, GUO Fuchun, and Jie LI Journal Article
Strongly secure authenticated key exchange from supersingular isogenies, Xiu XU, Haiyang XUE, Kunpeng WANG, Ho Man AU, and Song TIAN Conference Proceeding Article
Study group travel behaviour patterns from large-scale smart card data, Xiancai TIAN and Baihua ZHENG Conference Proceeding Article
The dynamic impacts of online healthcare community on physician altruism: A Hidden Markov Model, Kai LUO, Qiu-hong WANG, and Hock Hai TEO Conference Proceeding Article
The information disclosure trilemma: Privacy, attribution and dependency, Ping Fan KE Conference Proceeding Article
TreeCaps: Tree-Structured Capsule Networks for program source code processing, Vinoj JAYASUNDARA, Duy Quoc Nghi BUI, Lingxiao JIANG, and David LO Conference Paper
Twenty years of open source software: From skepticism to mainstream, Gregorio ROBLES, Igor STEINMACHER, Paul ADAMS, and Christoph TREUDE Magazine Article
Age estimation via attribute-region association, Yiliang CHEN, Shengfeng HE, Zichang TAN, Chu HAN, Guoqiang HAN, and Jing QIN Journal Article
Lightweight attribute-based keyword search with policy protection for cloud-assisted IoT, Jianfei SUN, Hu XIONG, Robert H. DENG, Yinghui ZHANG, Ximeng LIU, and Mingsheng CAO Conference Proceeding Article
Adaptive randomized scheduling for concurrency bug detection, Zan WANG, Dongdi ZHANG, Shuang LIU, Jun SUN, and Yingquan ZHAO Conference Proceeding Article
Multi-hop knowledge base question answering with an iterative sequence matching model, Yunshi LAN, Shuohang WANG, and Jing JIANG Conference Proceeding Article
sCompile: Critical path identification and analysis for smart contracts, Jialiang CHANG, Bo GAO, Hao XIAO, Jun SUN, Yan CAI, and Zijiang YANG Conference Proceeding Article
Aspect and opinion aware abstractive review summarization with reinforced hard typed decoder, Yufei TIAN, Jianfei YU, and Jing JIANG Conference Proceeding Article
Conceptual Modeling: 38th International Conference, ER 2019, Salvador, Brazil, November 4-7: Proceedings, Alberto H. F. Laender, Barbara Pernici, Ee-peng LIM, and José Palazzo M. de Oliveira Edited Conference Proceeding
Recommendation-based team formation for on-demand taxi-calling platforms, Lingyu ZHANG, Tianshu SONG, Yongxin TONG, Zimu ZHOU, Dan LI, Wei AI, Lulu ZHANG, Guobin WU, Yan LIU, and Jieping YE Conference Proceeding Article
Using customer service dialogues for satisfaction analysis with context-assisted multiple instance learning, Kaisong SONG, Lidong BING, Wei GAO, Jun LIN, Lujun ZHAO, Jiancheng WANG, Changlong SUN, Xiaozhong LIU, and Qiong ZHANG Conference Proceeding Article
Querying continuous recurrent convoys of interest, Munkh-Erdene YADAMJAV, Zhifeng BAO, Farhana Murtaza CHOUDURY, Hanan SAMET, and Baihua ZHENG Conference Proceeding Article
AD-Link: An adaptive approach for user identity linkage, Xin MU; Wei XIE; Ka Wei, Roy LEE; Feida ZHU; and Ee Peng LIM Conference Proceeding Article
Agile earth observation satellite scheduling: An orienteering problem with time-dependent profits and travel times, Guansheng PENG, Reginald DEWIL, Cédric VERBEECK, Aldy GUNAWAN, Lining XING, and Pieter VANSTEENWEGEN Journal Article
An empirical study towards characterizing deep learning development and deployment across different frameworks and platforms, Qianyu GUO, Sen CHEN, Xiaofei XIE, Lei MA, Qiang HU, Hongtao LIU, Yang LIU, Jianjun ZHAO, and Xiaohong LI Conference Proceeding Article
A quantitative analysis framework for recurrent neural network, Xiaoning DU, Xiaofei XIE, Yi LI, Lei MA, Yang LIU, and Jianjun ZHAO Conference Proceeding Article
Aspect and opinion aware abstractive review summarization with reinforced hard typed decoder, Yufei TIAN, Jianfei YU, and Jing JIANG Conference Proceeding Article
Assessing the generalizability of code2vec token embeddings, Hong Jin KANG, Tegawende F. BISSYANDE, and David LO Conference Proceeding Article
AutoFocus: Interpreting attention-based neural networks by code perturbation, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article
Automated theme search in ICO whitepapers, Chuanjie FU, Andrew KOH, and Paul GRIFFIN Journal Article
Automated theme search in ICO whitepapers, Chuanjie FU, Andrew KOH, and Paul Robert GRIFFIN Journal Article
Automatic generation of pull request descriptions, Zhongxin LIU, Xin XIA, Christoph TREUDE, David LO, and Shanping LI Conference Proceeding Article
Characterizing and predicting repeat food consumption behavior for just-in-time interventions, Yue LIU, Helena Huey Chong LEE, Palakorn ACHANANUPARP, Ee-peng LIM, Tzu-Ling CHENG, and Shou-De LIN Conference Proceeding Article
Choosing protection: User investments in security measures for cyber risk management, Yoav Ben YAAKOV, Xinrun WANG, Joachim MEYER, and Bo AN Conference Proceeding Article
Coverage-guided fuzzing for feedforward neural networks, Xiaofei XIE, Hongxu CHEN, Yi LI, Lei MA, Yang LIU, and Jianjun ZHAO Conference Proceeding Article
Data security issues in deep learning: attacks, countermeasures, and opportunities, Guowen XU, Hongwei LI, Hao REN, Kan YANG, and Robert H. DENG Journal Article
DeepMutation++: A mutation testing framework for deep learning systems, Qiang HU, Lei MA, Xiaofei XIE, Bing YU, Yang LIU, and Jianjun ZHAO Conference Proceeding Article
Emotion-aware chat machine: Automatic emotional response generation for human-like emotional interaction, Wei WEI, Jiayi LIU, Xianling MAO, Guibing GUO, Feida ZHU, Pan ZHOU, and Yuchong HU Conference Proceeding Article