Submissions from 2024
Privacy-preserved data disturbance and truthfulness verification for data trading, Man ZHANG, Xinghua LI, Yinbin MIAO, Bin LUO, Wanyun XU, Yanbing REN, and Robert H. DENG Journal Article
Privacy-preserving asynchronous federated learning under non-IID settings, Yinbin MIAO, Da KUANG, Xinghua LI, Shujiang XU, Hongwei LI, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Privacy-preserving identification for monitoring images, Bowen ZHAO and Xiaoguo LI Book Chapter
PrivObfNet: A weakly supervised semantic segmentation model for data protection, Chiat Pin TAY, Vigneshwaran SUBBARAJU, and Thivya KANDAPPU Conference Proceeding Article
Provably secure decisions based on potentially malicious information, Dongxia WANG, Tim MULLER, and Jun SUN Journal Article
Quantifying the competitiveness of a dataset in relation to general preferences, Kyriakos MOURATIDIS, Keming LI, and Bo TANG Journal Article
Remote multi-person heart rate monitoring with smart speakers: Overcoming separation constraint, Ngoc Doan Thu TRAN, Dong MA, and Rajesh Krishna BALAN Journal Article
RFed: Robustness-Enhanced Privacy-Preserving Federated Learning against poisoning attack, Yinbin MIAO, Xinru YAN, Xinghua LI, Shujiang XU, Ximeng LIU, Hongwei LI, and Robert H. DENG Journal Article
SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem, Honglian GUO, Zhi HE, Wenda SHENG, Zhiguang CAO, Yingjie ZHOU, and Weinan GAO Journal Article
SOCI+: An enhanced toolkit for Secure Outsourced Computation on Integers, Bowen ZHAO, Weiquan DENG, Xiaoguo LI, Ximeng LIU, Qingqi PEI, and Robert H. DENG Journal Article
Societal impacts of artificial intelligence: Ethics, legal, and governance issues, Yuzhou QIAN, Keng SIAU, and Fiona Fui-hoon NAH Journal Article
Stealthy backdoor attack for code models, Zhou YANG, Bowen XU, Jie M. ZHANG, Hong Jin KANG, Jieke SHI, Junda HE, and David LO Journal Article
Tracking people across ultra populated indoor spaces by matching unreliable Wi-Fi signals with disconnected video feeds, Quang Hai TRUONG, Dheryta JAISINGHANI, Shubham JAIN, Arunesh SINHA, Jeong Gil KO, and Rajesh Krishna BALAN Journal Article
Trade policy uncertainty and the patent bubble in China: evidence from machine learning, Xingnan XUE, Peng LIANG, Fujing XUE, Nan HU, and Ling LIU Journal Article
Understanding newcomers' onboarding process in deep learning projects, Junxiao HAN, Jiahao ZHANG, David LO, Xin XIA, Shuigang DENG, and Minghui WU Journal Article
VEM 2 L: An easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion, Tao HE, Ming LIU, Yixin CAO, Meng QU, Zihao ZHENG, and Bing QIN Journal Article
Wakening past concepts without past data: Class-incremental learning from online placebos, Yaoyao LIU, Yingying LI, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article
Submissions from 2023
DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition, Ming LI, Huazhu FU, Shengfeng HE, Hehe FAN, Jun LIU, Jussi KEPPO, and Mike Zheng SHOU Journal Article
P²FRPSI: Privacy-preserving feature retrieved private set intersection, Guowei LING, Fei TANG, Chaochao CAI, Jinyong SHAN, Haiyang XUE, Wulu LI, Peng TANG, Xinyi HUANG, and Weidong QIU Journal Article
An economic analysis of third-party software reliability improvement using the Bug Bounty Program, Tianlu ZHOU, Dan MA, and Nan FENG Conference Proceeding Article
Is pre-consultation conducted by the assistant physician effective in improving online healthcare service quality and satisfaction?, Anqi ZHAO and Qian TANG Conference Proceeding Article
ChatGPT's performance in spreadsheets modeling assessments based on revised Bloom's taxonomy, Michelle L. F. CHEONG Conference Proceeding Article
A big data approach to augmenting the Huff model with road network and mobility data for store footfall prediction, Ming Hui TAN, Kar Way TAN, and Hoong Chuin LAU Conference Proceeding Article
A black-box attack on code models via representation nearest Neighbor search, Jie ZHANG, Wei MA, Qiang HU, Shangqing Liu, Xiaofei XIE, Yves LE Traon, and Yang LIU Conference Proceeding Article
A closer look at the security risks in the Rust ecosystem, Xiaoye ZHENG, Zhiyuan WAN, Yun ZHANG, Rui CHANG, and David LO Journal Article
A comprehensive evaluation of large language models on legal judgment prediction, Ruihao SHUI, Yixin CAO, Xiang WANG, and Tat-Seng CHUA Conference Proceeding Article
A Poisson-Based Distribution Learning Framework for Short-Term Prediction of Food Delivery Demand Ranges, Jian LIANG, Jintao KE, Hai WANG, Hongbo YE, and Jinjun TANG Journal Article
A reliable and secure mobile cyber-physical digital microfluidic biochip for intelligent healthcare, Yinan YAO, Decheng QIU, Huangda LIU, Zhongliao YANG, Ximeng LIU, Yang YANG, and Chen DONG Journal Article
Assessing the effectiveness of a chatbot workshop as experiential teaching and learning tool to engage undergraduate students, Kyong Jin SHIM, Thomas MENKHOFF, Ying Qian TEO, and Clement Shi Qi ONG Journal Article
Attack prompt generation for red teaming and defending large language models, Boyi DENG, Wenjie WANG, Fuli FENG, Yang DENG, Qifan WANG, and Xiangnan HE Conference Proceeding Article
Benchmarking foundation models with language-model-as-an-examiner, Yushi BAI, Jiahao YING, Yixin CAO, Xin LV, Yuze HE, Xiaozhi WANG, Jifan YU, Kaisheng ZENG, Yijia XIAO, Haozhe LYU, Jiayin ZHANG, Juanzi LI, and Lei HOU Conference Proceeding Article
Better pay attention whilst fuzzing, Shunkai ZHU, Jingyi WANG, Jun SUN, Jie YANG, Xingwei LIN, Liyi ZHANG, and Peng CHENG Journal Article
Beyond factuality: A comprehensive evaluation of large language models as knowledge generators, Liang CHEN, Yang DENG, Yatao BIAN, Zeyu QIN, Bingzhe WU, Tat-Seng CHUA, and Kam-Fai WONG Conference Proceeding Article
C³: Code clone-based identification of duplicated components, Yanming YANG, Ying ZOU, Xing HU, David LO, Chao NI, John C. GRUNDY, and Xin: XIA Conference Proceeding Article
Class participation: Using technology to enhance efficiency and fairness, Benjamin GAN and Eng Lieh OUH Conference Proceeding Article
ClusterPrompt: Cluster semantic enhanced prompt learning for new intent discovery, Jinggui LIANG and Lizi LIAO Conference Proceeding Article
CollaborEM: A self-supervised entity matching framework using multi-features collaboration, Congcong GE, Pengfei WANG, Lu CHEN, Xiaoze LIU, Baihua ZHENG, and Yunjun GAO Journal Article
Combat COVID-19 at national level using risk stratification with appropriate intervention, Xuan JIN and Kar Way TAN Conference Proceeding Article
Comparison and evaluation on Static Application Security Testing (SAST) tools for Java, Kaixuan LI, Sen CHEN, Lingling FAN, Ruitao FENG, Han LIU, Chengwei LIU, Yang LIU, and Yixiang CHEN Conference Proceeding Article
Controlling type confounding in ad hoc teamwork with instance-wise teammate feedback rectification, Dong XING, Pengjie GU, Qian ZHENG, Xinrun WANG, Shanqi LIU, Longtao ZHENG, Bo AN, and Gang PAN Conference Proceeding Article
CoVariance-based causal debiasing for entity and relation extraction, Lin REN, Yongbin LIU, Yixin CAO, and Chunping OUYANG Conference Proceeding Article
Cue-CoT: Chain-of-thought prompting for responding to in-depth dialogue questions with LLMs, Hongru WANG, Rui WANG, Fei MI, Yang DENG, Zezhong WANG, Bin LIANG, Ruifeng XU, and Kam-Fai WONG Conference Proceeding Article
Customer cybersecurity and supplier cost management strategy, Xu YANG, Peng LIANG, Nan HU, and Fujing XUE Conference Proceeding Article
DeepACO: neural-enhanced ant systems for combinatorial optimization, Haoran YE, Jiarui WANG, Zhiguang CAO, Helan LIANG, and Yong LI Conference Proceeding Article
DeepArc: Modularizing neural networks for the model maintenance, Xiaoning REN, Yun LIN, Yinxing XUE, Ruofan LIU, Jun SUN, Zhiyong FENG, and Jinsong DONG Conference Proceeding Article
Deep isolation forest for anomaly detection, Hongzuo XU, Guansong PANG, Yijie WANG, and Yongjun WANG Journal Article
DepWiGNN: A depth-wise graph neural network for multi-hop spatial reasoning in text, Shuaiyi LI, Yang DENG, and Wai LAM Conference Proceeding Article
Designing an overseas experiential course in data science, Hua Leong FWA and Graham NG Conference Proceeding Article
Designing large-scale intelligent collaborative platform for freight forwarders, Pang Jin TAN, Shih-Fen CHENG, and Richard CHEN Conference Proceeding Article
Development of an explainable artificial intelligence model for Asian vascular wound images, Zhiwen Joseph LO, Malcolm Han Wen MAK, Shanying LIANG, Yam Meng CHAN, Cheng Cheng GOH, Tina Peiting LAI, Audrey Hui Min TAN, Patrick THNG, Patrick THNG, Tillman WEYDE, and Sylvia SMIT Journal Article
Disentangling transformer language models as superposed topic models, Jia Peng LIM and Hady Wirawan LAUW Conference Proceeding Article
DistXplore: Distribution-guided testing for evaluating and enhancing deep learning systems, Longtian WANG, Xiaofei XIE, Xiaoning DU, Meng TIAN, Qing GUO, Zheng YANG, and Chao SHEN Conference Proceeding Article
Do CONTRIBUTING files provide information about OSS newcomers' onboarding barriers?, Felipe FRONCHETTI, David SHEPHERD, Igor WIESE, Christoph TREUDE, Marco GEROSA, and Igor STEINMACHER Conference Proceeding Article
Efficient meta neural heuristic for multi-objective combinatorial optimization, Jinbiao CHEN, Zizhen ZHANG, Te YE, Zhiguang CAO, Siyuan CHEN, and Jiahai WANG Conference Proceeding Article
End-to-end task-oriented dialogue: A survey of tasks, methods, and future directions, Libo QIN, Wenbo PAN, Qiguang CHEN, Lizi LIAO, Zhou YU, Yue ZHANG, Wanxiang CHE, and Min LI Conference Proceeding Article
Ensemble-based deep reinforcement learning for vehicle routing problems under distribution shift, Yuan JIANG, Zhiguang CAO, Yaoxin WU, Wen SONG, and Jie ZHANG Conference Proceeding Article
Estimating propensity for causality-based recommendation without exposure data, Zhongzhou LIU, Yuan FANG, and Min WU Conference Proceeding Article
Ethical considerations for artificial intelligence in educational assessments, LIM MING SOON TRISTAN, GOTTIPATI Swapna, and Michelle L. F. CHEONG Book Chapter
Evaluating transfer learning for simplifying GitHub READMEs, Haoyu GAO, Christoph TREUDE, and Mansooreh ZAHEDI Conference Proceeding Article
Examining the Inter-consistency of large language models: An in-depth analysis via debate, Kai XIONG, Xiao DING, Yixin CAO, Ting LIU, and Bing QIN Conference Proceeding Article
ExGen: Ready-to-use exercise generation in introductory programming courses, Nguyen Binh Duong TA, Hua Gia Phuc NGUYEN, and GOTTIPATI Swapna Conference Proceeding Article
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
Exploring students' adoption of ChatGPT as a mentor for undergraduate computing projects: PLS-SEM analysis, GOTTIPATI Swapna; Kyong Jin SHIM; and SHANKARARAMAN, Venky Conference Proceeding Article
Extending the horizon by empowering government customer service officers with ACQAR for enhanced citizen service delivery, Hui Shan LEE; SHANKARARAMAN, Venky; and Eng Lieh OUH Conference Proceeding Article
FlowPG: Action-constrained policy gradient with normalizing flows, BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA, Jiajing LING, and Akshat KUMAR Conference Proceeding Article
Generalized logit adjustment: Calibrating fine-tuned models by removing label bias in foundation models, Beier ZHU, Kaihua TANG, Qianru SUN, and Hanwang ZHANG Conference Proceeding Article
Generative modelling of stochastic actions with arbitrary constraints in reinforcement learning, Changyu CHEN, Ramesha KARUNASENA, Thanh Hong NGUYEN, Arunesh SINHA, and Pradeep VARAKANTHAM Conference Proceeding Article
Graph contrastive learning with stable and scalable spectral encoding, Deyu BO, Yuan FANG, Yang LIU, and Chuan SHI Conference Proceeding Article
How helpful do novice programmers find the feedback of an automated repair tool?, Oka KURNIAWAN, Christopher M. POSKITT, Ismam Al HOQUE, Norman Tiong Seng LEE, Cyrille JÉGOUREL, and Nachamma SOCKALINGAM Conference Proceeding Article
Interoperability in blockchain: A survey, Kunpeng REN, Nhut-Minh HO, Dumitrel LOGHIN, Thanh-Toan NGUYEN, Beng Chin OOI, Quang-Trung TA, and Feida ZHU Journal Article
Interpreting CodeBERT for semantic code clone detection, Shamsa ABID, Xuemeng CAI, and Lingxiao JIANG Conference Proceeding Article
Just adjust one prompt: Enhancing in-context dialogue scoring via constructing the optimal subgraph of demonstrations and prompts, Jiashu PU, Ling CHENG, Lu FAN, Tangjie LV, and Rongsheng ZHANG Conference Proceeding Article
KAPE: kNN-based performance testing for deep code search, Yuejun GUO, Qiang HU, Xiaofei XIE, Cordy MAXIME, Mike PAPADAKIS, and Yves LE TRAON Journal 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
Large language model is not a good few-shot information extractor, but a good reranker for hard samples!, Yubo MA, Yixin CAO, YongChin HONG, and Aixin SUN Conference Paper
Large language models as source planner for personalized knowledge-grounded dialogues, Hongru WANG, Minda HU, Yang DENG, Rui WANG, Fei MI, Weichao WANG, Yasheng WANG, Wai-Chung KWAN, Irwin KING, and Kam-Fai WONG Conference Proceeding Article
Last digit tendency: Lucky number and psychological rounding in mobile transactions, Hai WANG, Tian LU, Yingjie ZHANG, Yue WU, Yiheng SUN, Jingran DONG, and Wen HUANG Journal Article
Learning program semantics for vulnerability detection via vulnerability-specific inter-procedural slicing, Bozhi WU, Shangqing LIU, Xiao YANG, Zhiming LI, Jun SUN, and Shang-Wei LIN Conference Proceeding Article
Learning to search feasible and infeasible regions of routing problems with flexible neural k-opt, Yining MA, Zhiguang CAO, and Yew Meng CHEE Conference Proceeding Article
Lessons from the long tail: Analysing unsafe dependency updates across software ecosystems, Supatsara WATTANAKRIENGKRAI, Raula KULA, Christoph TREUDE, and Kenichi MATSUMOTO Conference Proceeding Article
LLM4Vis: Explainable visualization recommendation using ChatGPT, Lei WANG, Songheng ZHANG, Yun WANG, Ee-peng LIM, and Yong WANG Conference Proceeding Article
LLM-adapters: An adapter family for parameter-efficient fine-tuning of large language models, Zhiqiang HU, Lei WANG, Yihuai LAN, Wanyu XU, Ee-peng LIM, Lidong BING, Xing XU, Soujanya PORIA, and Roy Ka-Wei LEE Conference Proceeding Article
M2-CNN: A macro-micro model for taxi demand prediction, Shih-Fen CHENG and Prabod Manuranga RATHNAYAKA MUDIYANSELAGE Conference Proceeding Article
Make the U in UDA matter: Invariant consistency learning for unsupervised domain adaptation, Zhongqi YUE, Qianru SUN, and Hanwang ZHANG Conference Proceeding Article
Memory network-based interpreter of user preferences in content-aware recommender systems, Nhu Thuat TRAN and Hady W. LAUW Journal Article
MERMAID: A dataset and framework for multimodal meme semantic understanding, Shaun TOH, Adriel KUEK, Wen Haw CHONG, and Roy Ka Wei LEE Conference Proceeding Article
MetaBox: A benchmark platform for meta-black-box optimization with reinforcement learning, Zeyuan MA, Hongshu GUO, Jiacheng CHEN, Zhenrui LI, Guojun PENG, Yue-Jiao GONG, Yining MA, and Zhiguang CAO Conference Proceeding Article
Mitigating membership inference attacks via weighted smoothing, Minghan TAN, Xiaofei XIE, Jun SUN, and Tianhao WANG Conference Proceeding Article
MolCA: Molecular graph-language modeling with cross-modal projector and uni-modal adapter, Zhiyuan LIU, Sihang LI, Yanchen LUO, Hao FEI, Yixin CAO, Kenji KAWAGUCHI, Xiang WANG, and Tat-Seng CHUA Conference Proceeding Article
Monocular depth estimation for glass walls with context: A new dataset and method, Yuan LIANG, Bailin DENG, Wenxi LIU, Jing QIN, and Shengfeng HE Journal Article
MRIM: Lightweight saliency-based mixed-resolution imaging for low-power pervasive vision, Jiyan WU, Vithurson SUBASHARAN, Minh Anh Tuan TRAN, Kasun Pramuditha GAMLATH, and Archan MISRA Journal Article
Neural airport ground handling, Yaoxin WU, Jianan ZHOU, Yunwen XIA, Xianli ZHANG, Zhiguang CAO, and Jie ZHANG Journal Article
Neural multi-objective combinatorial optimization with diversity enhancement, Jinbiao CHEN, Zizhen ZHANG, Zhiguang CAO, Yaoxin WU, Yining MA, Te YE, and Jiahai WANG Conference Proceeding Article
Offline RL with discrete proxy representations for generalizability in POMDPs, Pengjie GU, Xinyu CAI, Dong XING, Xinrun WANG, Mengchen ZHAO, and Bo AN Conference Proceeding Article
On the usage of continual learning for out-of-distribution generalization in pre-trained language models of code, Martin WEYSSOW, Xin ZHOU, Kisub KIM, David LO, and Houari A. SAHRAOUI Conference Proceeding Article
Peer learning in an undergraduate linear Algebra course - A social network analysis, Manoj THULASIDAS, Kyong Jin SHIM, and Jonathan TEO Conference Proceeding Article
Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration, Yang DENG, Lizi LIAO, Liang CHEN, Hongru WANG, Wenqiang LEI, and Tat-Seng CHUA Conference Proceeding Article
Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration, Yang DENG, Lizi LIAO, Liang CHEN, Hongru WANG, Wenqiang LEI, and Tat-Seng CHUA Conference Proceeding Article
Refinement-based Specification and Analysis of Multi-core ARINC 653 Using Event-B, Feng ZHANG, Leping ZHANG, Yongwang ZHAO, Yang LIU, and Jun SUN Journal Article
Reinforced target-driven conversational promotion, Huy Quang DAO, Lizi LIAO, Dung D. LE, and Yuxiang NIE Conference Proceeding Article