Submissions from 2023
VENUS: A geometrical representation for quantum state visualization, Shaolun RUAN, Ribo YUAN, Qiang GUAN, Yanna LIN, Ying MAO, Weiwen JIANG, Zhepeng WANG, Wei XU, and Yong WANG Journal Article
Where is my spot? Few-shot image generation via latent subspace optimization, Chenxi ZHENG, Bangzhen LIU, Huaidong ZHANG, Xuemiao XU, and Shengfeng HE Conference Proceeding Article
Learning to solve 3-D bin packing problem via deep reinforcement learning and constraint programming, Yuan JIANG, Zhiguang CAO, and Jie ZHANG Journal Article
DRL-searcher: A unified approach to multi-robot efficient search for a moving target, Hongliang GUO, Qihang PENG, Zhiguang CAO, and Yaochu JIN Journal Article
Aries: Efficient testing of deep neural networks via labeling-free accuracy estimation, Qiang HU, Yuejun GUO, Xiaofei XIE, Maxime CORDY, Lei MA, Mike PAPADAKIS, and Yves LE TRAON Conference Proceeding Article
CodeS: Towards code model generalization under distribution shift, Qiang HU, Yuejun GUO, Xiaofei XIE, Maxime CORDY, Lei MA, Mike PAPADAKIS, and Yves Le TRAON Conference Proceeding Article
GameRTS: A regression testing framework for video games, Jiongchi YU, Yuechen WU, Xiaofei XIE, Wei LE, Lei MA, Yingfeng CHEN, and Yujing: ZHANG HU Conference Proceeding Article
Boosting just-in-time defect prediction with specific features of C/C++ programming languages in code changes, Chao NI, Xiaodan XU, Kaiwen YANG, and David LO Conference Proceeding Article
A quantum photonic chip for binary classification, H. X. Lin, H. Zhang, H. Cai, Paul Robert GRIFFIN, and A. Q. Liu Conference Proceeding Article
Applying information theory to software evolution, Adriano TORRES, Sebastian BALTES, Christoph TREUDE, and Markus WAGNER Conference Proceeding Article
Are you cloud-certified? Preparing computing undergraduates for cloud certification with experiential learning, Eng Lieh OUH and Benjamin GAN Conference Proceeding Article
A study of variable-role-based feature enrichment in neural models of code, Aftab. HUSSAIN, Md. Rafiqul Islam. RABIN, Bowen. XU, David LO, and Mohammad Amin. ALIPOUR Conference Proceeding Article
Automating Arduino programming: From hardware setups to sample source code generation, IMAM NUR BANI YUSUF, DIYANAH BINTE ABDUL JAMAL, and Lingxiao JIANG Conference Proceeding Article
Career track based capstone course design for information systems curriculum, GOTTIPATI Swapna, Kyong Jin SHIM, and Subhajit DATTA Conference Proceeding Article
CHRONOS: Time-aware zero-shot identification of libraries from vulnerability reports, Yunbo LYU, Thanh Le CONG, Hong Jin KANG, Ratnadira WIDYASARI, Zhipeng ZHAO, Xuan-Bach Dinh LE, Ming LI, and David LO Conference Proceeding Article
CoLeFunDa: Explainable silent vulnerability fix identification, Jiayuan ZHOU, Michael PACHECO, Jinfu CHEN, Xing HU, Xin XIA, David LO, and Ahmed E. HASSAN Conference Proceeding Article
Compositional prompt tuning with motion cues for open-vocabulary video relation detection, Kaifeng GAO, Long CHEN, Hanwang ZHANG, Jun XIAO, and Qianru SUN Conference Proceeding Article
ContraBERT: Enhancing code pre-trained models via contrastive learning, Shangqing LIU, Bozhi WU, Xiaofei XIE, Guozhu MENG, and Yang. LIU Conference Proceeding Article
Deep reinforcement learning for UAV routing in the presence of multiple charging stations, Mingfeng FAN, Yaoxin WU, Tianjun LIAO, Zhiguang CAO, Hongliang GUO, Guillaume SARTORETTI, and Guohua WU Journal Article
DiffSeer: Difference-based dynamic weighted graph visualization, Xiaolin WEN, Yong WANG, Meixuan WU, Fengjie WANG, Xuanwu YUE, Qiaomu SHEN, Yuxin MA, and Min ZHU Journal Article
Editorial: Innovative shared transportation, Marco NIE, Hai WANG, and Wai Yuen SZETO Editorial
Exploring a gradient-based explainable AI technique for time-series data: A case study of assessing stroke rehabilitation exercises, Min Hun LEE and Yi Jing CHOY Conference Paper
Fine-grained commit-level vulnerability type prediction by CWE tree structure, Shengyi PAN, Lingfeng BAO, Xin XIA, David LO, and Shanping LI Conference Proceeding Article
Generation-based code review automation: How far are we?, Xin ZHOU, Kisub KIM, Bowen XU, DongGyun HAN, Junda HE, and David LO Conference Proceeding Article
Generative STResnet for crime prediction, Ba Phong TRAN and Hoong Chuin LAU Conference Proceeding Article
Graph neural point process for temporal interaction prediction, Wenwen XIA, Yuchen LI, and Shengdong LI Journal Article
Graphprompt: Unifying pre-training and downstream tasks for graph neural networks, Zemin LIU, Xingtong YU, Yuan FANG, and Xinming ZHANG Conference Proceeding Article
Learning-based stock trending prediction by incorporating technical indicators and social media sentiment, Zhaoxia WANG, Zhenda HU, Fang LI, Seng-Beng HO, and Erik CAMBRIA Journal Article
Lessons learned from the hospital to home community care program in Singapore and the supporting AI multiple readmissions prediction model, John ABISHEGANADEN, Kheng Hock LEE, Lian Leng LOW, Eugene SHUM, Han Leong GOH, Christine Gia Lee ANG, Adny An Ta WEE, and Steven M. MILLER Journal Article
LILOC: Enabling precise 3D localization in dynamic indoor environments using LiDARs, Darshana RATHNAYAKE, Meera RADHAKRISHNAN, Inseok HWANG, and Archan MISRA Conference Proceeding Article
Link prediction on latent heterogeneous graphs, Trung Kien NGUYEN, Zemin LIU, and Yuan FANG Conference Proceeding Article
LPT: Long-tailed prompt tuning for image classification, Bowen DONG, Pan ZHOU, Shuicheng YAN, and Wangmeng ZUO Conference Proceeding Article
MANDO-HGT: Heterogeneous graph transformers for smart contract vulnerability detection, Huu Hoang NGUYEN, Nhat Minh NGUYEN, Chunyao XIE, Zahra AHMADI, Daniel KUDENDO, Thanh-Nam DOAN, and Lingxiao JIANG Conference Proceeding Article
Message from the Chairs: TechDebt 2023, Christoph TREUDE, Yuanfang CAI, Xin XIA, Zadia CODABUX, Hideaki HATA, Florian DEISSENBOECK, and Rodrigo SPINOLA Conference Proceeding Article
MSRL-Net: A multi-level semantic relation-enhanced learning network for aspect-based sentiment analysis, Zhenda HU, Zhaoxia WANG, Yinglin WANG, and Ah-hwee TAN Journal Article
Multi-lingual multi-partite product title matching, Huan Lin TAY, Wei Jie TAY, and Hady Wirawan LAUW Conference Proceeding Article
Navigating complexity in software engineering: a prototype for comparing GPT-n solutions, Christoph TREUDE Conference Proceeding Article
NCQ: Code reuse support for Node.js developers, Brittany REID, Marcelo D'AMORIM, Markus WAGNER, and Christoph TREUDE Journal Article
Neural episodic control with state abstraction, Zhuo LI, Derui ZHU, Yujing HU, Xiaofei XIE, Lei MA, Yan ZHENG, Yan SONG, Yingfeng CHEN, and Jianjun ZHAO Conference Proceeding Article
NICHE: A curated dataset of engineered machine learning projects in Python, Ratnadira WIDYASARI, Zhou YANG, Ferdian THUNG, Sheng Qin SIM, Fiona WEE, Camellia LOK, Jack PHAN, Haodi QI, Constance TAN, David LO, and David LO Conference Proceeding Article
On-device deep multi-task inference via multi-task zipping, Xiaoxi HE, Xu WANG, Zimu ZHOU, Jiahang WU, Zheng YANG, and Lothar THIELE Journal Article
Overcoming challenges in DevOps education through teaching methods, Samuel FERINO, Marcelo FERNANDES, Elder CIRILO, Lucas AGNEZ, Bruno BATISTA, Uirá KULESZA, Eduardo ARANHA, and Christoph TREUDE Conference Proceeding Article
Picaso: Enhancing API recommendations with relevant stack overflow posts, Ivana Clairine IRSAN, Ting ZHANG, Ferdian THUNG, Kisub KIM, and David LO Conference Proceeding Article
Reinforced adaptation network for partial domain adaptation, Keyu WU, Min WU, Zhenghua CHEN, Ruibing JIN, Wei CUI, Zhiguang CAO, and Xiaoli LI Journal Article
Resale HDB price prediction considering Covid-19 through sentiment analysis, Srinaath Anbu DURAI and Zhaoxia WANG Conference Proceeding Article
She elicits requirements and he tests: Software engineering gender bias in large language models, Christoph TREUDE and Hideaki HATA Conference Proceeding Article
Stop words for processing software engineering documents: Do they matter, Yaohou FAN, Chetan ARORA, and Christoph TREUDE Conference Proceeding Article
TECHSUMBOT: A Stack Overflow answer summarization tool for technical query, Chengran YANG, Bowen XU, Jiakun LIU, and David LO Conference Proceeding Article
Towards understanding the open source interest in gender-related GitHub projects, Rita GARCIA, Christoph TREUDE, and Wendy LA Conference Proceeding Article
Towards understanding why mask reconstruction pretraining helps in downstream tasks, Jiachun PAN, Pan ZHOU, and Shuicheng YAN Conference Proceeding Article
Trustworthy and synergistic artificial intelligence for software engineering: Vision and roadmaps, David LO Conference Proceeding Article
Two sides of the same coin: Exploiting the impact of identifiers in neural code comprehension, Shuzheng GAO, Cuiyun GAO, Chaozheng WANG, Jun SUN, David LO, and Yue YU Conference Proceeding Article
Understanding the role of images on stack overflow, Dong WANG, Tao XIAO, Christoph TREUDE, Raula KULA, Hideaki HATA, and Yasutaka KAMEI Conference Proceeding Article
Wearing masks implies refuting Trump?: Towards target-specific user stance prediction across events in COVID-19 and US Election 2020, Hong ZHANG, Haewoon KWAK, Wei GAO, and Jisun AN Conference Proceeding Article
What do users ask in open-source AI repositories? An empirical study of GitHub issues, Zhou YANG, Chenyu WANG, Jieke SHI, Thong HOANG, Pavneet Singh KOCHHAR, Qinghua LU, Zhenchang XING, and David LO Conference Proceeding Article
What's behind tight deadlines? Business causes of technical debt, Rodrigo REBOUÇAS DE ALMEIDA, Christoph TREUDE, and Uirá KULESZA Conference Proceeding Article
Widget detection-based testing for industrial mobile games, Xiongfei WU, Jiaming YE, Ke CHEN, Xiaofei XIE, Ruochen HUANG, Lei MA, and Jianjun ZHAO Conference Proceeding Article
Win: Weight-decay-integrated nesterov acceleration for adaptive gradient algorithms, Pan ZHOU, Xingyu XIE, and Shuicheng YAN Conference Proceeding Article
Exploiting reuse for GPU subgraph enumeration (extended abstract), Wentiao GUO, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article
MetroWatch: A predictive system to estimate travel attributes using smart card data, BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA, Thivya KANDAPPU, and Baihua ZHENG Conference Proceeding Article
Identifiable, but not visible: A privacy-preserving person reidentfication scheme, Bowen ZHAO, Yingjiu LI, Ximeng LIU, Xiaoguo LI, Hwee Hwa PANG, and Robert H. DENG Journal Article
A learner-verifier framework for neural network controllers and certificates of stochastic systems, Krishnendu CHATTERJEE, Thomas A. HENZINGER, Dorde ZIKELIC, and Dorde ZIKELIC Conference Proceeding Article
ASDF: A Differential testing framework for automatic speech recognition systems, Daniel Hao Xian YUEN, Andrew Yong Chen PANG, Zhou YANG, Chun Yong CHONG, Mei Kuan LIM, and David LO Conference Proceeding Article
Bubbleu: Exploring augmented reality game design with uncertain AI-based interaction, Minji KIM, Kyungjin LEE, Rajesh Krishna BALAN, and Youngki LEE Conference Proceeding Article
Code will tell: Visual identification of Ponzi schemes on Ethereum, Xiaolin WEN, Kim Siang YEO, Yong WANG, Ling CHENG, Feida ZHU, and Min ZHU Conference Proceeding Article
Does deep learning improve the performance of duplicate bug report detection? An empirical study, Yuan JIANG, Xiaohong SU, Christoph TREUDE, Chao SHANG, and Tiantian WANG Journal Article
DSDNet: Toward single image deraining with self-paced curricular dual stimulations, Yong DU, Junjie DENG, Yulong ZHENG, Junyu DONG, and Shengfeng HE Journal Article
Giving back: Contributions congruent to library dependency changes in a software ecosystem, Supatsara WATTANAKRIENGKRAI, Dong WANG, Raula Gaikovina KULA, Christoph TREUDE, Patanamon THONGTANUNAM, Takashi ISHIO, and Kenichi MATSUMOTO Journal Article
Investigating collaborative problem solving temporal dynamics using interactions within a digital whiteboard, Hua Leong FWA Conference Proceeding Article
MiMuSA: Mimicking human language understanding for fine-grained multi-class sentiment analysis, Zhaoxia WANG, Zhenda HU, Seng-Beng HO, Erik CAMBRIA, and Ah-hwee TAN Journal Article
Morphologically-aware vocabulary reduction of word embeddings, Chong Cher CHIA, Maksim TKACHENKO, and Hady Wirawan LAUW Conference Proceeding Article
NFTDisk: Visual detection of wash trading in NFT markets, Xiaolin WEN, Yong WANG, Xuanwu YUE, Feida ZHU, and Min ZHU Conference Proceeding Article
Open-set domain adaptation by deconfounding domain gaps, Xin ZHAO, Shengsheng WANG, and Qianru SUN Journal Article
Parsing-Conditioned Anime Translation: A New Dataset and Method, Zhansheng LI, Yangyang XU, Nanxuan ZHAO, Yang ZHOU, Yongtuo LIU, Dahua LIN, and Shengfeng HE Journal Article
Parsing-conditioned anime translation: A new dataset and method, Zhansheng LI, Yangyang XU, Nanxuan ZHAO, Yang ZHOU, Yongtuo LIU, Dahua LIN, and Shengfeng HE Journal Article
Reference-based screentone transfer via pattern correspondence and regularization, Zhansheng LI, Nanxuan ZHAO, Zongwei WU, Yihua DAI, Junle WANG, Yanqing JING, and Shengfeng HE Journal Article
RNTrajRec: Road network enhanced trajectory recovery with spatial-temporal trans-former, Yuqi CHEN, Hanyuan ZHANG, Weiwei SUN, and Baihua ZHENG Conference Proceeding Article
Stargazer: An interactive camera robot for capturing how-to videos based on subtle instructor cues, Jiannan LI, Mauricio SOUSA, Karthik MAHADEVAN, Bryan WANG, Paula Akemi AOYAGUI, Nicole YU, Angela YANG, Ravin BALAKRISHNAN, Anthony TANG, and Tovi GROSSMAN Conference Proceeding Article
Subgraph centralization: A necessary step for graph anomaly detection, Zhong ZHUANG, Kai Ming TING, Guansong PANG, and Shuaibin SONG Conference Proceeding Article
Supply and demand management in ride-sourcing markets, Jintao KE, Hai YANG, Hai WANG, and Yafeng YIN Book
Supporting novices author audio descriptions via automatic feedback, Rosiana NATALIE, Joshua TSENG, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article
Supporting novices author audio descriptions via automatic feedback, Rosiana NATALIE, Joshua Shi-hao TSENG, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article
Automatic identification of crash-inducing smart contracts, Chao NI, Cong TIAN, Kaiwen YANG, David LO, Jiachi CHEN, and Xiaohu YANG Conference Proceeding Article
An exploratory study of architectural style and effort estimation for multi-tenant microservices-based Software as a Service (SaaS), Eng Lieh OUH and Benjamin GAN Conference Proceeding Article
Contextual-assisted scratched photo restoration, Weiwei CAI, Huaidong ZHANG, Xuemiao XU, Shengfeng HE, Kun ZHANG, and Jing QIN Journal Article
International workshop on learning with knowledge graphs: Construction, embedding, and reasoning, Qing LI, Xiao HUANG, Ninghao LIU, Yuxiao DONG, and Guansong PANG Conference Proceeding Article
An exploratory study on museum visitor ship trends in Singapore, Aldy GUNAWAN, Chentao LIU, Heranshan S/O SUBRAMANIAM, Melissa TAN, Ranice TAN, Clarence TAY, and Tasaporn. VISAWAMETEEKUL Conference Proceeding Article
A review on learning to solve combinatorial optimisation problems in manufacturing, Cong ZHANG, Yaoxin WU, Yining MA, Wen SONG, Zhang LE, Zhiguang CAO, and Jie ZHANG Journal Article
BlockScope: Detecting and investigating propagated vulnerabilities in forked blockchain projects, Xiao YI, Yuzhou FANG, Daoyuan WU, and Lingxiao JIANG Conference Proceeding Article
Concept-oriented transformers for visual sentiment analysis, Quoc Tuan TRUONG and Hady Wirawan LAUW Conference Proceeding Article
Demystifying performance regressions in string solvers, Yao ZHANG, Xiaofei XIE, Yi LI, Yi LIN, Sen CHEN, Yang LIU, and Xiaohong LI Journal Article
Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermudez i Badia Journal Article
Detecting C++ compiler front-end bugs via grammar mutation and differential testing, Haoxin TU, He JIANG, Zhide ZHOU, Yixuan TANG, Zhilei REN, Lei QIAO, and Lingxiao JIANG Journal Article
DMiner: Dashboard design mining and recommendation, Yanna LIN, Haotian LI, Aoyu WU, Yong WANG, and Huamin QU Journal Article
Effective graph kernels for evolving functional brain networks, Xinlei WANG, Jinyi CHEN, Bing Tian DAI, Junchang XIN, Yu GU, and Ge YU Conference Proceeding Article
Exploring and repairing gender fairness violations in word embedding-based sentiment analysis model through adversarial patches, Lin Sze KHOO, Jia Qi BAY, Ming Lee Kimberly YAP, Mei Kuan LIM, Chun Yong CHONG, Zhou YANG, and David LO Conference Proceeding Article
Generalizing graph neural network across graphs and time, Zhihao WEN Conference Proceeding Article
Green data analytics of supercomputing from massive sensor networks: Does workload distribution matter?, Zhiling GUO, Jin LI, and Ram RAMESH Journal Article
Heart: Motion-resilient heart rate monitoring with in-ear microphones, Kayla-Jade BUTKOW, Ting DANG, Andrea FERLINI, Dong MA, and MASCOLO Conference Proceeding Article
Improving rumor detection by promoting information campaigns with transformer-based generative adversarial learning, Jing MA, Jun LI, Wei GAO, Yang YANG, and Kam-Fai WONG Journal Article