Submissions from 2024
Broadening the view: Demonstration-augmented prompt learning for conversational recommendation, Quang Huy DAO, Yang DENG, Dung D. LE, and Lizi LIAO Conference Proceeding Article
FedSTEM-ADL: A federated spatial-temporal episodic memory model for ADL prediction, Doudou WU, Shubham PATERIA, Budhitama SUBAGDJA, and Ah-hwee TAN Conference Proceeding Article
How people prompt generative AI to create interactive VR scenes, Setareh AGHEL MANESH, Tianyi ZHANG, Yuki ONISHI, Kotaro HARA, Scott BATEMAN, Jiannan LI, and Anthony TANG Conference Proceeding Article
Criticality aware canvas-based visual perception at the edge, Ila GOKARN Conference Proceeding Article
Detecting foot strikes during running with earbuds, Changshuo HU, Thivya KANDAPPU, Jake STUCHBURY-WASS, Yang LIU, Anthony TANG, Cecelia MASCOLO, and Dong MA Conference Proceeding Article
How is our mobility affected as we age? Findings from a 934 users field study of older adults conducted in an urban Asian city, Yi Zhen TAN, Ngoc Doan Thu TRAN, Sapphire LIN, Fang ZHAO, Yee Sien NG, Dong MA, JeongGil KO, and Rajesh Krishna BALAN Conference Proceeding Article
Learning dynamic multimodal network slot concepts from the web for forecasting Environmental, Social and Governance Ratings, Gary ANG and Ee-peng LIM Journal Article
The role of executive function in cognitive reappraisal: A meta-analytic review, Wei Xing TOH, Jun Sheng KEH, James J. GROSS, and Laura L. CARSTENSEN Journal Article
VIOLET: Visual Analytics for Explainable Quantum Neural Networks, Shaolun RUAN, Zhiding LIANG, Qiang GUAN, Paul Robert GRIFFIN, Xiaolin WEN, Yanna LIN, and Yong WANG Journal Article
A tale of two signals: Partner CSR versus CSI and alliance formation, Qiwen YU, Ilya R. P. CUYPERS, and Heli WANG Journal Article
BreathPro: Monitoring breathing mode during running with earables, Changshuo HU, Thivya KANDAPPU, Yang LIU, Cecilia MASCOLO, and Dong MA Journal Article
CMD: Co-analyzed IoT malware detection and forensics via network and hardware domains, Ziming ZHAO, Zhaoxuan LI, Jiongchi YU, Fan ZHANG, Xiaofei XIE, Haitao XU, and Binbin CHEN Journal Article
Evaluation of Orca 2 against other LLMs for Retrieval Augmented Generation, Donghao HUANG and Zhaoxia WANG Conference Proceeding Article
Intriguing properties of data attribution on diffusion models, Xiaosen ZHENG, Tianyu PANG, Chao DU, Jing JIANG, and Min LIN Conference Proceeding Article
Learning multi-faceted prototypical user interests, Nhu Thuat TRAN and Hady W. LAUW Conference Proceeding Article
ACAV: A framework for automatic causality analysis in autonomous vehicle accident recordings, Huijia SUN, Christopher M. POSKITT, Yang SUN, Jun SUN, and Yuqi CHEN Conference Proceeding Article
Classifying source code: How far can compressor-based classifiers go?, Zhou YANG Conference Proceeding Article
Curiosity-driven testing for sequential decision-making process, Junda HE, Zhou YANG, Jieke SHI, Chengran YANG, Kisub KIM, Bowen XU, Xin ZHOU, and David LO Conference Proceeding Article
DronLomaly: Runtime log-based anomaly detector for DJI drones, Wei MINN, Naing Tun YAN, Lwin Khin SHAR, and Lingxiao JIANG Conference Proceeding Article
Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways, Tristan LIM Journal Article
Large language model for vulnerability detection: Emerging results and future directions, Xin ZHOU, Ting ZHANG, and David LO Conference Proceeding Article
DDoS family: A novel perspective for massive types of DDoS attacks, Ziming ZHAO, Zhaoxuan LI, Zhihao ZHOU, Jiongchi YU, Zhuoxue SONG, Xiaofei XIE, Fan ZHANG, and Rui ZHANG Journal Article
From asset flow to status, action and intention discovery: Early malice detection in cryptocurrency, Ling CHENG, Feida ZHU, Yong WANG, Ruicheng LIANG, and Huiwen LIU Journal Article
gSWORD: GPU-accelerated sampling for subgraph counting, Chang YE, Yuchen LI, Shixuan SUN, and Wentian GUO Journal Article
Hypergraphs with attention on reviews for explainable recommendation, Theis E. JENDAL, Trung Hoang LE, Hady Wirawan LAUW, Matteo LISSANDRINI, Peter DOLOG, and Katja HOSE Conference Proceeding Article
Non-monotonic generation of knowledge paths for context understanding, Pei-chi LO and Ee-peng LIM Journal Article
Leveraging LLMs and generative models for interactive known-item video search, Zhixin MA, Jiaxin WU, and Chong-wah NGO Conference Proceeding Article
Big Code Search: A Bibliography, Kisub KIM, Sankalp GHATPANDE, Dongsun KIM, Xin ZHOU, Kui LIU, Tegawende F. BISSYANDE, Jacques KLEIN, and Traon Yves LE Journal Article
Conversational localization: Indoor human localization through intelligent conversation, Sheshadri SMITHA and Kotaro HARA Journal Article
Demonstrating canvas-based processing of multiple camera streams at the edge, Ila GOKARN, Hemanth SABBELLA, Yigong HU, Tarek ABDELZAHER, and Archan MISRA Conference Proceeding Article
Submissions from 2023
ExploreLah: Personalised and smart trip planner for mobile tourism, Aldy GUNAWAN, Siu Loon HOE, Xun Yi LIM, Linh Chi TRAN, and Dang Viet Anh NGUYEN Conference Proceeding Article
Knowledge graph enhanced aspect-based sentiment analysis incorporating external knowledge, Autumn TEO, Zhaoxia WANG, Haibo PEN, Budhitama SUBAGDJA, Seng-Beng HO, and Boon Kiat QUEK Conference Proceeding Article
Video sentiment analysis for child safety, Yee Sen TAN, Nicole Anne Huiying TEO, Ezekiel En Zhe GHE, Jolie Zhi Yi FONG, and Zhaoxia WANG Conference Proceeding Article
The role of humor production and perception in the daily life of couples: An Interest-indicator perspective, Kenneth TAN, Bryan K. C. CHOY, and Norman P. LI Journal Article
On predicting ESG ratings using dynamic company networks, Gary ANG, Zhiling GUO, and Ee-peng LIM Journal Article
Evolve Path Tracer: Early detection of malicious addresses in cryptocurrency, Ling CHENG, Feida ZHU, Yong WANG, Ruicheng LIANG, and Huiwen LIU Conference Proceeding Article
A Lightweight Privacy-preserving Path Selection Scheme in VANETs, Guojun WANG and Huijie YANG Journal Article
Duplicate bug report detection: How far are we?, Ting ZHANG, DongGyun HAN, Venkatesh VINAYAKARAO, Ivana Clairine IRSAN, Bowen XU, Thung Ferdian, David LO, and Lingxiao JIANG Journal Article
Testing automated driving systems by breaking many laws efficiently, Xiaodong ZHANG, Wei ZHAO, Yang SUN, Jun SUN, Yulong SHEN, Xuewen DONG, and Zijiang YANG Conference Proceeding Article
MOSAIC: Spatially-multiplexed edge AI optimization over multiple concurrent video sensing streams, Ila GOKARN, Hemanth SABBELLA, Yigong HU, Tarek ABDELZAHER, and Archan MISRA 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
Mitigating popularity bias for users and items with fairness-centric adaptive recommendation, Zhongzhou LIU, Yuan FANG, and Min WU Journal Article
Analytics-enabled authentic assessment design approach for digital education, Tristan LIM, Swapna GOTTIPATI, Michelle L. F. CHEONG, Jun Wei NG, and Christopher PANG Journal Article
Aspect sentiment triplet extraction incorporating syntactic constituency parsing tree and commonsense knowledge graph, Zhenda HU, Zhaoxia WANG, Yinglin WANG, and Ah-hwee TAN Journal Article
Quantifying stranded assets of the coal-fired power in China under the Paris Agreement target, Weirong ZHANG, Yiou ZHOU, Zhen GONG, Junjie KANG, Changhong ZHAO, Zhixu MENG, Jian ZHANG, Tao ZHANG, and Jiahai YUAN Journal Article
Submissions from 2022
Mitigating popularity bias in recommendation with unbalanced interactions: A gradient perspective, Weijieying REN, Lei WANG, Kunpeng LIU, Ruocheng GUO, Ee-peng LIM, and Yanjie FU Conference Proceeding Article
Answer summarization for technical queries: Benchmark and new approach, Chengran YANG, Bowen XU, Ferdian THUNG, Yucen SHI, Ting ZHANG, Zhou YANG, Xin ZHOU, Jieke SHI, Junda HE, DongGyun HAN, and David LO Conference Proceeding Article
Compressing pre-trained models of code into 3 MB, Jieke SHI, Zhou YANG, Bowen XU, Hong Jin KANG, and David LO Conference Proceeding Article
LawBreaker: An approach for specifying traffic laws and fuzzing autonomous vehicles, Yang SUN, Christopher M. POSKITT, Jun SUN, Yuqi CHEN, and Zijiang YANG Conference Proceeding Article
SoftSkip: Empowering multi-modal dynamic pruning for single-stage referring comprehension, Dulanga WEERAKOON, Vigneshwaran SUBBARAJU, Tuan TRAN, and Archan MISRA Conference Proceeding Article
A carbon-aware planning framework for production scheduling in mining, Nurual Asyikeen AZHAR, Aldy GUNAWAN, Shih-Fen CHENG, and Erwin LEONARDI Conference Proceeding Article
Potential and pitfalls of mobile mental health apps in traditional treatment: An umbrella review, Jerica KOH, Germaine Y. Q. TNG, and Andree HARTANTO Journal Article
Understanding the impact of emotional support on mental health resilience of the community in the social media in Covid-19 pandemic, Xuan HU, Yanqing SONG, Ruilin ZHU, Shuang HE, Bowen ZHOU, Xuelian LI, Han BAO, Shan SHEN, and Bingsheng LIU Journal Article
Reinforcement learning-based interactive video search, Zhixin MA, Jiaxin WU, Zhijian HOU, and Chong-wah NGO Conference Proceeding Article
Exploring and adapting Chinese GPT to pinyin input method, Minghuan TAN, Yong DAI, Duyu TANG, Zhangyin FENG, Guoping HUANG, Jing JIANG, Jiwei LI, and Shuming SHI Conference Proceeding Article
Help-seeking tendencies and subjective well-being: A cross-cultural comparison of the United States and Japan, Verity Yu Qing LUA, Nadyanna MAJEED, Andree HARTANTO, and Angela K. Y. LEUNG 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
Can identifier splitting improve open-vocabulary language model of code?, Jieke SHI, Zhou YANG, Junda HE, Bowen XU, and David LO Conference Proceeding 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
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
Older adults' perceptions of government handling of COVID-19: Predictors of protective behaviors from lockdown to post-lockdown, Savannah Kiah Hui SIEW, Jonathan Louis CHIA, Rathi MAHENDRAN, and Junhong YU Journal Article
KG4Vis: A knowledge graph-based approach for visualization recommendation, Haotian LI, Yong WANG, Songheng ZHANG, Yangqiu SONG, and Huamin. QU Journal 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
Submissions from 2021
Channel integration services in online healthcare communities, Anqi ZHAO and Qian TANG Conference Proceeding Article
Code-switching patterns differentially shape cognitive control: Testing the predictions of the adaptive control hypothesis, Giliaine NG and Hwajin YANG Journal Article
Assessing generalizability of CodeBERT, Xin ZHOU, DongGyun HAN, and David LO Conference Proceeding Article
COVID-19 one year on: Security and privacy review of contact tracing mobile apps, Wei Yang ANG and Lwin Khin SHAR Journal Article
Themes, communities and influencers of online probiotics chatter: A retrospective analysis from 2009-2017, Santosh Vijaykumar, Aravind Sesagiri Raamkumar, Kristofor McCarty, Cuthbert Mutumbwa, Jawwad Mustafa, and Cyndy AU Journal Article
Ambivalent bosses: An examination of supervisor expressed emotional ambivalence on subordinate task engagement, Jia Hui LIM, Kenneth TAI, and Maryam KOUCHAKI Journal Article
Are disagreements agreeable? Evidence from information aggregation, Dashan HUANG, Jiangyuan LI, and Liyao WANG Journal Article
SQL-like interpretable interactive video search, Jiaxin WU, Phuong Anh NGUYEN, Zhixin MA, and Chong-wah NGO Conference Proceeding Article
Adaptive operating hours for improved performance of taxi fleets, Rajiv Ranjan KUMAR, Pradeep VARAKANTHAM, and Shih-Fen CHENG Conference Proceeding Article
AndroEvolve: Automated update for Android deprecated-API usages, Stefanus A. HARYONO, Ferdian THUNG, David LO, Lingxiao JIANG, Julia LAWALL, Hong Jin KANG, Lucas SERRANO, and Gilles MULLER Conference Proceeding Article
Developmental dyslexia and creativity: A meta-analysis, Nadyannam M. MAJEED, Andree HARTANTO, and Jacinth J. X. TAN Journal Article
Helping organisations excel, one breath at a time: A meditation toolkit for business leaders, Theodore Charles MASTERS-WAAGE, Eva K. PETERS, and Jochen REB
InferCode: Self-supervised learning of code representations by predicting subtrees, Duy Quoc Nghi BUI, Yijun YU, and Lingxiao JIANG Conference Proceeding Article
Detection of social identification in workgroups from a passively-sensed WiFi infrastructure, Camelia ZAKARIA, Youngki LEE, and Rajesh Krishna BALAN Journal Article
Out of sight, out of mind? How vulnerable dependencies affect open-source projects, Gede Artha Azriadi PRANA, Abhishek SHARMA, Lwin Khin SHAR, Darius FOO, Andrew E. SANTOSA, Asankhaya SHARMA, and David LO Journal Article
Submissions from 2020
European floating strike lookback options: Alpha prediction and generation using unsupervised learning, Tristan LIM, Aldy GUNAWAN, and Chin Sin ONG Journal Article
Across the great divides: Gender dynamics influence how intercultural conflict helps or hurts creative collaboration, Roy Y. J. CHUA and Mengzi JIN Journal Article
Feature agglomeration networks for single stage face detection, Jialiang ZHANG, Xiongwei WU, Steven C. H. HOI, and Jianke ZHU Journal Article
Submissions from 2019
Center of volume mass: Does options trading predict stock returns?, Gennaro BERNILE, Fei GAO, and Jianfeng HU Working Paper
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
Knowledge base question answering with a matching-aggregation model and question-specific contextual relations, Yunshi LAN, Shuohang WANG, and Jing JIANG Journal Article
A time for creativity: How future-oriented schemas facilitate creativity, Brandon KOH and Angela K. Y. LEUNG Journal Article
Can earables support effective user engagement during weight-based gym exercises?, Meeralakshmi RADHAKRISHNAN and Archan MISRA Conference Proceeding Article
AnswerBot: An answer summary generation tool based on stack overflow, Liang CAI, Haoye WANG, Bowen XU, Qiao HUANG, Xin XIA, David LO, and Zhenchang XING Conference Proceeding Article
Learning multiple maps from conditional ordinal triplets, Duy Dung LE and Hady Wirawan LAUW Conference Proceeding Article
An empirical study of mobile network behavior and application performance in the wild, Shiwei ZHANG, Weichao LI, Daoyuan WU, Bo JIN, Rocky K. C. CHANG, Debin GAO, Yi WANG, and Ricky K. P. MOK Conference Proceeding Article
PatchNet: A tool for deep patch classification, Thong HOANG, Julia LAWALL, Richard J. OENTARYO, Yuan TIAN, and David LO Conference Proceeding Article
Fine-grained geolocation of tweets in temporal proximity, Wen Haw CHONG and Ee Peng LIM Journal Article
Template-based math word problem solvers with recursive neural networks, Lei WANG, Dongxiang ZHANG, Jipeng ZHANG, Xing XU, Lianli GAO, Bing Tian DAI, and Heng Tao SHEN Conference Proceeding Article
The effects of perceived decision-making styles on evaluations of openness and competence that elicit collaboration, Ming-Hong TSAI, Nadhilla Velda MELIA, and Verlin B. HINSZ Journal Article
Submissions from 2018
Bilingualism positively predicts mathematical competence: Evidence from two large-scale studies, Andree HARTANTO, Hwajin YANG, and Sujin YANG Journal Article
Submissions from 2017
AnswerBot: Automated generation of answer summary to developers’ technical questions, Bowen XU, Zhenchang XING, Xin XIA, and David LO Conference Proceeding Article
Angry faces are more resistant to forgetting than are happy faces: Directed forgetting effects on the identity of emotional faces, Peter Kay Chai TAY and Hwajin YANG Journal Article
AudioSense: Sound-based shopper behavior analysis system, Amit SHARMA and Youngki LEE Conference Proceeding Article
Combining machine-based and econometrics methods for policy analytics insights, Robert J. KAUFFMAN, Kwansoo KIM, Sang-Yong Tom LEE, Ai Phuong HOANG, and Jing REN Journal Article
Basket-sensitive personalized item recommendation, Duc Trong LE, Hady W. LAUW, and Yuan FANG Conference Proceeding Article