Submissions from 2022
On the influence of biases in bug localization: evaluation and benchmark, Ratnadira WIDYASARI, Stefanus Agus HARYONO, Ferdian THUNG, Jieke SHI, Constance TAN, Fiona WEE, Jack PHAN, and David LO Conference Proceeding Article
Revisiting neuron coverage metrics and quality of deep neural networks, Zhou YANG, Jieke SHI, Muhammad Hilmi ASYROFI, and David LO Conference Proceeding Article
RIConv++: Effective rotation invariant convolutions for 3D point clouds deep learning, Zhiyuan ZHANG, Binh-Son HUA, and Sai-Kit YEUNG Journal Article
Sample-efficient iterative lower bound optimization of deep reactive policies for planning in continuous MDPs, Siow Meng LOW, Akshat KUMAR, and Scott SANNER Conference Proceeding Article
SDAC: A slow-aging solution for Android malware detection using semantic distance based API clustering, Jiayun XU, Yingjiu LI, Robert H. DENG, and Xu KE Journal Article
State graph reasoning for multimodal conversational recommendation, Yuxia WU, Lizi LIAO, Gangyi ZHANG, Wenqiang LEI, Guoshuai ZHAO, Xueming QIAN, and Tat-Seng CHUA Journal Article
STranGAN: Adversarially-learnt Spatial Transformer for scalable human activity recognition, Abu Zaher Md Faridee, Avijoy Chakma, Archan MISRA, and Nirmalya Roy Journal Article
The AI chip race, Guansong PANG Transcript
The impact of ride-hail surge factors on taxi bookings, Sumit AGARWAL, Ben CHAROENWONG, Shih-Fen CHENG, and Jussi KEPPO Journal Article
Towards efficient annotations for a human-AI collaborative, clinical decision support system: A case study on physical stroke rehabilitation assessment, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermúdez I BADIA Conference Proceeding Article
TPPR: A trust-based and privacy-preserving platoon recommendation scheme in VANET, Chuan ZHANG, Liehuang ZHU, Chang XU, Kashif SHARIF, Kai DING, Ximeng LIU, Xiaojiang DU, and Mohsen GUIZANI Journal Article
Update recovery attacks on encrypted database within two updates using range queries leakage, Jianting NING, Geong Sen POH, Xinyi HUANG, Robert H. DENG, Shuwei CAO, and Ee-Chien CHANG Journal Article
Viral Pneumonia screening on chest X-rays using confidence-aware anomaly detection, Jianpeng ZHANG, Yutong XIE, Guansong PANG, Zhibin LIAO, Johan VERJANS, Wenxing LI, Zongji SUN, Jian HE, Yi LI, Chunhua SHEN, and Yong XIA Journal Article
WiFiTrace: Network-based contact tracing for infectious diseases using passive WiFi sensing, Amee TRIVEDI, Camellia ZAKARIA, Rajesh Krishna BALAN, Ann BECKER, George COREY, and Prashant SHENOY Journal Article
Towards privacy-preserving spatial distribution crowdsensing: A game theoretic approach, Yanbing REN, Xinghua LI, Yinbin MIAO, Bin LUO, Jian WENG, Kim-Kwang Rahmond CHOO, and Robert H. DENG Journal Article
PrivacySignal: Privacy-preserving traffic signal control for intelligent transportation system, Zuobin YING, Shuanglong CAO, Ximeng LIU, Zhuo MA, Jianfeng MA, and Robert H. DENG Journal Article
Simultaneous material identification and target imaging with commodity RFID devices, Ju WANG, Jie XIONG, Xiaojiang CHEN, Hongbo JIANG, Rajesh Krishna BALAN, and Dingyi FANG Journal Article
Active learning of discriminative subgraph patterns for API misuse detection, Hong Jin KANG and David LO Journal Article
A deep dive into the impact of COVID-19 on software development, Paulo Anselmo da Mota Silveira NETO, Umme Ayda MANNAN, Eduardo Santana de ALMEIDA, Nachiappan NAGAPPAN, David LO, Pavneet Singh KOCHHAR, Cuiyun GAO, and Iftekhar AHMED Journal Article
Automated reverse engineering of role-based access control policies of web applications, Ha Thanh LE, Lwin Khin SHAR, Domenico BIANCULLI, Lionel C. BRIAND, and Cu Duy NGUYEN Journal Article
Broken external links on stack overflow, Jiakun LIU, Xin XIA, David LO, Haoxiang ZHANG, Ying ZOU, Ahmed E. HASSAN, and Shanping LI Journal Article
Choices are not independent: Stackelberg security games with nested quantal response models, Tien MAI and Arunesh SINHA Conference Proceeding Article
Collaborative curating for discovery and expansion of visual clusters, Duy Dung LE and Hady W. LAUW Conference Proceeding Article
CrowdTC: Crowd-powered learning for text classification, Keyu YANG, Yunjun Gao, Lei LIANG, Song BIAN, Lu CHEN, and Baihua ZHENG Journal Article
Deep graph-level anomaly detection by glocal knowledge distillation, Rongrong MA, Guansong PANG, Ling CHEN, and Anton Van Den HENGEL Conference Proceeding Article
Deep learning for hate speech detection: A comparative study, Jitendra Singh MALIK, Guansong PANG, and Anton Van Den HENGEL Working Paper
DefectChecker: Automated smart contract defect detection by analyzing EVM bytecode, Jiachi CHEN, Xin XIA, David LO, John GRUNDY, Xiapu LUO, and Ting CHEN Journal Article
Emerging app issue identification via online joint sentiment-topic tracing, Cuiyun GAO, Jichuan ZENG, Zhiyuan WEN, David LO, Xin XIA, Irwin KING, and Michael R. LYU Journal Article
Exploring structural knowledge for automated visual inspection of moving trains, Cen CHEN, Xiaofeng ZOU, Zeng ZENG, Zhongyao CHENG, Le ZHANG, and Steven C. H. HOI Journal Article
Field study in deploying restless multi-armed bandits: assisting non-profits in improving maternal and child health, Aditya MATE, Lovish MADAN, Aparna TANEJA, Neha MADHIWALLA, Shresth VERMA, Gargi SINGH, Aparna HEGDE, Pradeep VARAKANTHAM, and Milind TAMBE Conference Proceeding Article
Including everyone, everywhere: Understanding opportunities and challenges of geographic gender-inclusion in OSS, Gede Artha Azriadi PRANA, Denae FORD, Ayushi RASTOGI, David LO, Rahul PURANDARE, and Nachiappan NAGAPPAN Journal Article
Knowledge graph embedding by normalizing flows, Changyi XIAO, Xiangnan HE, and Yixin CAO Conference Proceeding Article
Modeling functional similarity in source code with graph-based Siamese networks, Nikita MEHROTRA, Navdha AGARWAL, Piyush GUPTA, Saket ANAND, David LO, and Rahul PURANDARE Journal Article
Multiscale generative models: Improving performance of a generative model using feedback from other dependent generative models, Changyu CHEN, Avinandan BOSE, Shih-Fen CHENG, and Arunesh SINHA Conference Proceeding Article
New-media advertising and retail platform openness, Jianqing CHEN and Zhiling GUO Journal Article
Post2Vec: Learning distributed representations of stack overflow posts, Bowen XU, Thong HOANG, Abhishek SHARMA, Chengran YANG, Xin XIA, and David LO Journal Article
ScriptChecker: To tame third-party script execution with task capabilities, Wu LUO, Xuhua DING, Pengfei WU, Xiaolei ZHANG, Qingni SHEN, and Zhonghai WU Conference Proceeding Article
SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance, Guihua TAO, Haojiang LI, Jiabin HUANG, Chu HAN, Jiazhou CHEN, Guangying RUAN, Wenjie HUANG, Yu HU, Tingting DAN, Bin ZHANG, and Shengfeng HE Journal Article
Understanding in-app advertising issues based on large scale app review analysis, Cuiyun GAO, Jichuan ZENG, David LO, Xin XIA, Irwin KING, and Michael R. LYU Journal Article
Verifiable data mining against malicious adversaries in industrial internet of things, Zhuoran MA, Jianfeng MA, Yinbin MIAO, Ximeng LIU, Kim-Kwang Raymond CHOO, Yu GAO, and Robert H. DENG Journal Article
Tensor principal component analysis, Pan ZHOU, Canyi LU, and Zhouchen LIN Book Chapter
Multi-relation extraction via a global-local graph convolutional network, Harry CHENG, Lizi LIAO, Linmei HU, and Liqiang NIE Journal Article
A blockchain-based self-tallying voting protocol in decentralized IoT, Yannan LI, Willy SUSILO, Guomin YANG, Yong YU, Dongxi LIU, Xiaojiang DU, and Mohsen GUIZANI Journal Article
Accessibility in software practice: A practitioner's perspective, Tingting BI, Xin XIA, David LO, John C. GRUNDY, Thomas ZIMMERMANN, and Denae FORD Journal Article
Action-centric relation transformer network for video question answering, Jipeng ZHANG, Jie SHAO, Rui CAO, Lianli GAO, Xing XU, and Heng Tao SHEN Journal Article
An empirical study of developers' discussions about security challenges of different programming languages, Roland CROFT, Yongzheng XIE, Mansooreh ZAHEDI, Muhammad Ali BABAR, and Christoph TREUDE Journal Article
An exploratory study on the repeatedly shared external links on Stack Overflow, Jiakun LIU, Haoxiang ZHANG, Xin XIA, David LO, Ying ZOU, Ahmed E. HASSAN, and Shanping LI Journal Article
Approximate k-NN graph construction: A generic online approach, Wan-Lei ZHAO, Hui WANG, and Chong-wah NGO Journal Article
A Quantum interpretation of separating conjunction for local reasoning of Quantum programs based on separation logic, Xuan Bach LE, Shang-Wei LIN, Jun SUN, and David SANAN Journal Article
A survey on deep learning for software engineering, Yanming YANG, Xin XIA, and David LO Journal Article
Authenticated data redaction with accountability and transparency, Jinhua MA, Xinyi HUANG, Yi MU, and Robert H. DENG Journal Article
Automating app review response generation based on contextual knowledge, Cuiyun GAO, Wenjie ZHOU, Xin XIA, David LO, Qi XIE, and Michael R. LYU Journal Article
Beyond triplet loss: Person re-identification with fine-grained difference-aware pairwise loss, Cheng YAN, Guansong PANG, Xiao BAI, Changhong LIU, Xin NING, and Jun ZHOU Journal Article
CodeMatcher: Searching code based on sequential semantics of important query words, Chao LIU, Xin XIA, David LO, Zhiwei LIU, Ahmed E. HASSAN, and Shanping LI Journal Article
Comparison of the mental burden on nursing care providers with and without mat-type sleep state sensors at a nursing home in Tokyo, Japan: Quasi-experimental study, Sakiko ITOH, Hwee-pink TAN, Kenichi KUDO, and Yasuko OGATA Journal Article
Contextual documentation referencing on Stack Overflow, Sebastian BALTES, Christoph TREUDE, and Martin P. ROBILLARD Journal Article
Contextualized knowledge-aware attentive neural network: Enhancing answer selection with knowledge, Yang DENG, Yuexiang XIE, Yaliang LI, Min YANG, Wai LAM, and Ying SHEN Journal Article
Correlating automated and human evaluation of code documentation generation quality, Xing HU, Qiuyuan CHEN, Haoye WANG, Xin XIA, David LO, and Thomas ZIMMERMANN Journal Article
Cross-modal food retrieval: Learning a joint embedding of food images and recipes with semantic consistency and attention mechanism, Hao WANG, Doyen SAHOO, Chenghao LIU, Ke SHU, Palakorn ACHANANUPARP, Ee-peng LIM, and Steven C. H. HOI Journal Article
Cross-modal graph with meta concepts for video captioning, Hao WANG, Guosheng LIN, Steven C. H. HOI, and Chunyan MIAO Journal Article
Defining smart contract defects on Ethereum, Jiachi CHEN, Xin XIA, David LO, John GRUNDY, Xiapu LUO, and Ting CHEN Journal Article
Delta debugging microservice systems with parallel optimization, Xiang ZHOU, Xin PENG, Tao XIE, Jun SUN, Chao JI, Wenha LI, and Dan DING Journal Article
Do sequels outperform or disappoint? Insights from an analysis of Amazon echo consumer reviews, Kyong Jin SHIM, Siaw Ling LO, and Su Yee LIEW Conference Proceeding Article
Enjoy your observability: An industrial survey of microservice tracing and analysis, Bowen LI, Xin PENG, Qilin XIANG, Hanzhang WANG, Tao XIE, Jun SUN, and Xuanzhe LIU Journal Article
Face to purchase: Predicting consumer choices with structured facial and behavioral traits embedding, Zhe LIU, Xianzhi WANG, Lina YAO, Jake AN, Lei BAI, and Ee-peng LIM Journal Article
GitHub Discussions: An exploratory study of early adoption, Hideaki HATA, Nicole NOVIELLI, Sebastian BALTES, Raula KULA, and Christoph TREUDE Journal Article
GitHub repositories with links to academic papers: Public access, traceability, and evolution, Supatsara WATTANAKRIENGKRAI, Bodin CHINTHANET, Hideaki HATA, Raula KULA, Christoph TREUDE, Jin GUO, and Kenichi MATSUMOTO Journal Article
Graph learning assisted multi-objective integer programming, Yaoxin WU, Wen SONG, Zhiguang CAO, Jie ZHANG, Abhishek GUPTA, and Mingyan LIN Conference Proceeding Article
Interest points analysis for Internet Forum based on long-short windows similarity, Xinghai JU, Jicang LU, Xiangyang LUO, Gang ZHOU, Shiyu WANG, Shunhang LI, and Yang YANG Journal Article
Journey with Ting Peng Liang in Pacific Asia Information Systems field, J. LEE, J. JIANG, P. CHAU, A. KANKANHALLI, M. NELSON, W. HUANG, K. WEI, C. SIA, D. VOGEL, M. MYERS, G. GABLE, N. SHEN, C. WEI, S. HUNG, Keng SIAU, and D. LIANG Journal Article
Just-in-time defect identification and localization: A two-phase framework, Meng YAN, Xin XIA, Yuanrui FAN, Ahmed E. HASSAN, David LO, and Shanping LI Journal Article
Just-in-time defect prediction on JavaScript projects: A replication study, Chao NI, Xin XIA, David LO, Xiaohu YANG, and Ahmed E. HASSAN Journal Article
KG4Vis: A knowledge graph-based approach for visualization recommendation, Haotian LI, Yong WANG, Songheng ZHANG, Yangqiu SONG, and Huamin. QU Journal Article
Learning from web recipe-image pairs for food recognition: Problem, baselines and performance, Bin ZHU, Chong-wah NGO, and Wing-Kwong CHAN Journal Article
Lessons learnt conducting Capture the Flag CyberSecurity Competition during COVID-19, Kee Hock TAN and Eng Lieh OUH Conference Proceeding Article
Lightweight and expressive fine-grained access control for healthcare internet-of-things, Shengmin XU, Yingjiu Li, Robert H. DENG, Yinghui ZHANG, Xiangyang LUO, and Ximeng LIU Journal Article
Lightweight privacy-preserving GAN framework for model training and image synthesis, Yang YANG, Ke MU, and Robert H. DENG Journal Article
Linkbreaker: Breaking the backdoor-trigger link in DNNs via neurons consistency check, Zhenzhu CHEN, Shang WANG, Anmin FU, Yansong GAO, Shui YU, and Robert H. DENG Journal Article
M2Lens: Visualizing and explaining multimodal models for sentiment analysis, Xingbo WANG, Jianben HE, Zhihua JIN, Muqiao YANG, Yong WANG, and Huamin QU Journal Article
Mind the gap: Reimagining an interactive programming course for the synchronous hybrid classroom, Christopher M. POSKITT, Kyong Jin SHIM, Yi Meng LAU, and Hong Seng ONG Conference Proceeding Article
"More Than Deep Learning": Post-processing for API sequence recommendation, Chi CHEN, Xin PENG, Bihuan CHEN, Jun SUN, Zhenchang XING, Xin WANG, and Wenyun ZHAO Journal Article
Novel secure outsourcing of modular inversion for arbitrary and variable modulus, Chengliang TIAN, Jia YU, Hanlin ZHANG, Haiyang XUE, Cong WANG, and Kui REN Journal Article
On discovering motifs and frequent patterns in spatial trajectories with discrete Fréchet distance, Bo TANG, Man Lung YIU, Kyriakos MOURATIDIS, Jiahao ZHANG, and Kai WANG Journal Article
On the reproducibility and replicability of deep learning in software engineering, Chao LIU, Cuiyun GAO, Xin XIA, David LO, John C. GRUNDY, and Xiaohu YANG Journal Article
Orchestration or automation: Authentication flaw detection in Android apps, Siqi MA, Juanru LI, Surya NEPAL, Diethelm OSTRY, David LO, Sanjay K. JHA, Robert H. DENG, and Elisa BERTINO Journal Article
Partnering for value perfection and business sustainability in the cloud services brokerage market, Richard Shang and Robert John KAUFFMAN Conference Proceeding Article
Perceptions and needs of artificial intelligence in health care to increase adoption: Scoping review, Han Shi Jocelyn CHEW and Palakorn ACHANANUPARP Journal Article
Predictive models in software engineering: Challenges and opportunities, Yanming YANG, Xin XIA, David LO, Tingting BI, John C. GRUNDY, and Xiaohu YANG Journal Article
Pro-pulse: Learning progressive encoders of latent semantics in gans for photo upsampling, Yang ZHOU, Yangyang XU, Yong DU, Qiang WEN, and Shengfeng HE Journal Article
Redactable blockchain in decentralized setting, Jinhua MA, Shengmin XU, Jianting NING, Xinyi HUANG, and Robert H. DENG Journal Article
Secure cloud data deduplication with efficient re-encryption, Haoran YUAN, Xiaofeng CHEN, Jin LI, Tao JIANG, Jianfeng WANG, and Robert H. DENG Journal Article
Self-supervised matting-specific portrait enhancement and generation, Yangyang XU, Zeyang ZHOU, and Shengfeng HE Journal Article
Steps before syntax: Helping novice programmers solve problems using the PCDIT framework, Oka KURNIAWAN, Cyrille JEGOUREL, Norman Tiong Seng LEE, Matthieu DE MARI, and Christopher M. POSKITT Conference Proceeding Article
Towards an instant structure-property prediction quality control tool for additive manufactured steel using a crystal plasticity trained deep learning surrogate, Yuhui TU, Zhongzhou LIU, Luiz Carneiro, Caitriona M. Ryan, Andrew C. Parnell, and Sean B. Leen Journal Article
Toward video-conferencing tools for hands-on activities in online teaching, Audrey LABRIE, Terrance MOK, Anthony TANG, Michelle LUI, Lora OEHLBERG, and Lev PORETSKI Journal Article
Transformer-based joint learning approach for text normalization in Vietnamese Automatic Speech Recognition Systems, The Viet BUI, Tho Chi LUONG, and Oanh Thi TRAN Journal Article
Why do smart contracts self-destruct? Investigating the selfdestruct function on Ethereum, Jiachi CHEN, Xin XIA, David LO, and John C. GRUNDY Journal Article
Submissions from 2021
SEED 2021 4th Software Engineering Education Workshop and QuASoQ 2021 9th International Workshop on Quantitative Approaches to Software Quality: Joint Proceedings of SEED & QuASoQ, Taipei [Virtual], December 6, Benjamin GAN, Eng Lieh OUH, Bimlesh WADHWA, Shailey CHAWLA, Horst LICHTER, Selin AYDIN, Thanwadee SUNETNANTA, and Toni ANWAR Edited Conference Proceeding
Fast and secure location-based services in smart cities on outsourced data, Xiangyu WANG, Jianfeng MA, Yinbin MIAO, Ximeng LIU, Dan ZHU, and Robert H. DENG Journal Article
PRICE: Privacy and reliability-aware real-time incentive system for crowdsensing, Bowen ZHAO, Ximeng LIU, Wei-Neng CHEN, Wei LIANG, Xinglin ZHANG, and Robert H. DENG Journal Article