Submissions from 2022
VICTOR: an implicit approach to mitigate misinformation via continuous verification reading, Kuan-Chieh LO, Shih-Chieh DAI, Aiping XIONG, Jing JIANG, and Lun-Wei KU Conference Proceeding Article
Strategic business models under open banking: A guideline for incumbent banks, Huynh Long Hung NGUYEN and Alan @ Ali MADJELISI MEGARGEL Journal Article
Analyzing offline social engagements: an empirical study of meetup events related to software development, Abhishek SHARMA, Gede Artha Azriadi PRANA, Anamika SAWHNEY, Nachiappan NAGAPPAN, and David LO Conference Proceeding Article
Analyzing the impact of digital payment on efficiency and productivity of commercial banks: A case study in China, Haopeng WANG and Aldy GUNAWAN Conference Proceeding Article
AndroEvolve: Automated Android API update with data flow analysis and variable denormalization, Stefanus A. HARYONO, Ferdian THUNG, David LO, Lingxiao JIANG, Julia LAWALL, Hong Jin KANG, Lucas SERRANO, and Gilles MULLER Journal Article
Aspect-based API review classification: How far can pre-trained transformer model go?, Chengran YANG, Bowen XU, Junaed Younus KHAN, Gias UDDIN, DongGyun HAN, Zhou YANG, and David LO Conference Proceeding Article
BatchLens: a visualization approach for analyzing batch jobs in cloud systems, Shaolun RUAN, Yong WANG, Hailong JIANG, Weijia XU, and Qiang. GUAN Conference Proceeding Article
Can identifier splitting improve open-vocabulary language model of code?, Jieke SHI, Zhou YANG, Junda HE, Bowen XU, and David LO Conference Proceeding Article
Coders Assembly: Peer assisted learning model for freshman programming courses, Kyong Jin SHIM; GOTTIPATI Swapna; and SHANKARARAMAN, Venky Conference Proceeding Article
Coordinated delivery to shopping malls with limited docking capacity, Ruidian SONG, Hoong Chuin LAU, Xue LUO, and Lei ZHAO Journal Article
Debiasing NLU models via causal intervention and counterfactual reasoning, Bing TIAN, Yixin CAO, Yong ZHANG, and Chunxiao XING Conference Proceeding Article
Deconfounded visual grounding, Jianqiang HUANG, Yu QIN, Jiaxin QI, Qianru SUN, and Hanwang ZHANG Conference Proceeding Article
Deep learning for anomaly detection: A review, Guansong PANG, Chunhua SHEN, Longbing CAO, and Anton Van Den HENGEL Journal Article
Dual access control for cloud-based data storage and sharing, Jianting NING, Xinyi HUANG, Willy SUSILO, Kaitai LIANG, Ximeng LIU, and Yinghui ZHANG Journal Article
Efficient certificateless multi-copy integrity auditing scheme supporting data dynamics, Lei ZHOU, Anmin FU, Guomin YANG, Huaqun WANG, and Yuqing ZHANG Journal Article
Efficient search of live-coding screencasts from online videos, Chengran YANG, Ferdian THUNG, and David LO Conference Proceeding Article
Estimating financial information asymmetry in real estate transactions in China: An application of two-tier frontier model, Ganlin PU, Ying ZHANG, and Li-Chen CHOU Journal Article
Exploring and evaluating the impact of COVID-19 on mobility changes in Singapore, Aldy GUNAWAN, Linh Chi TRAN, Kar Way TAN, and I-Lin WANG Conference Proceeding Article
Gender influence on communication initiated within student teams, Rita GARCIA, Chieh-Ju Trinity LIAO, Ariane PEARCE, and Christoph TREUDE Conference Proceeding Article
Generating music with emotions, Chunhui BAO and Qianru SUN Journal Article
HERMES: using commit-issue linking to detect vulnerability-fixing commits, Truong Giang NGUYEN, Hong Jin KANG, David LO, Abhishek SHARMA, Andrew E. SANTOSA, Asankhaya SHARMA, and Ming Yi ANG Conference Proceeding Article
Heterogeneous attentions for solving pickup and delivery problem via deep reinforcement learning, Jingwen LI, Liang XIN, Zhiguang CAO, Andrew LIM, Wen SONG, and Jie ZHANG Journal Article
Hybrid tabu search algorithm for unrelated parallel machine scheduling in semiconductor fabs with setup times, job release, and expired times, Changyu CHEN, Madhi FATHI, Marzieh KHAKIFIROOZ, and Kan WU Journal Article
Innovative human motion sensing with earbuds, Dong MA, Andrea FERLINI, and Cecilia MASCOLO Journal Article
Interpretable knowledge tracing: Simple and efficient student modeling with causal relations, Sein MINN, Jill-Jênn VIE, Koh TAKEUCHI, and Feida ZHU Conference Proceeding Article
iSpray: Reducing urban air pollution with intelligent water spraying, Yun CHENG, Zimu ZHOU, and Lothar THIELE Journal Article
JSCSP: A novel policy-based XSS defense mechanism for browsers, Guangquan XU, Xiaofei XIE, Shuhan HUANG, Jun ZHANG, Lei PAN, Wei LOU, and Kaitai LIANG Journal Article
Learning program semantics with code representations: An empirical study, Jing Kai SIOW, Shangqing LIU, Xiaofei XIE, Guozhu MENG, and Yang LIU Conference Proceeding Article
Learning user interface semantics from heterogeneous networks with multi-modal and positional attributes, Gary ANG and Ee-peng LIM Conference Proceeding Article
Learning variable ordering heuristics for solving constraint satisfaction problems, Wen SONG, Zhiguang CAO, Jie ZHANG, Chi XU, and Andrew LIM Journal Article
Mask-guided deformation adaptive network for human parsing, Aihua MAO, Yuan LIANG, Jianbo JIAO, Yongtuo LIU, and Shengfeng HE Journal Article
Match in my way: Fine-grained bilateral access control for secure cloud-fog computing, Shengmin XU, Jianting NING, Yingjiu LI, Yinghui ZHANG, Guowen XU, Xinyi HUANG, and Robert H. DENG Journal Article
Meta-transfer learning through hard tasks, Qianru SUN, Yaoyao LIU, Zhaozheng CHEN, CHUA Tat-Seng, and SCHIELE Bernt Journal Article
mg2vec: Learning relationship-preserving heterogeneous graph representations via metagraph embedding, Wentao ZHANG, Yuan FANG, Zemin LIU, Min WU, and Xinming ZHANG Journal Article
MRIM: Enabling Mixed-Resolution Imaging for low-power pervasive vision tasks, Jiyan WU, Vithurson SUBASHARAN, Tuan TRAN, and Archan MISRA Conference Proceeding Article
MWPToolkit: An open-source framework for deep learning-based math word problem solvers, Yihuai LAN, Lei WANG, Qiyuan ZHANG, Yunshi LAN, Bing Tian DAI, Yan WANG, Dongxiang ZHANG, and Ee-peng LIM Conference Proceeding Article
MWPToolkit: An open-source framework for deep learning-based Math word problem solvers, Yihuai LAN, Lei WANG, Qiyuan ZHANG, Yunshi LAN, Bing Tian DAI, Yan WANG, Dongxiang ZHANG, and Ee-peng LIM Conference Proceeding Article
Neuron coverage-guided domain generalization, Chris Xing TIAN, Haoliang LI, Xiaofei XIE, Yang LIU, and Shiqi WANG Journal Article
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
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 Conference Proceeding 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
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