Submissions from 2023
ACB-Vote: Efficient, flexible and privacy-preserving blockchain-based score voting with anonymously convertible ballots, Wenyi XUE, Yingjiu LI, Hwee Hwa PANG, Hwee Hwa PANG, and Robert H. DENG Journal Article
MP-CLF: An effective model-preserving collaborative deep learning framework for mitigating data leakage under the GAN, Zhenzhu CHEN, Jie WU, Anmin FU, Mang SU, and Robert H. DENG Journal Article
Hierarchical memory-guided long-term tracking with meta transformer inquiry network, Xingmei WANG, Guohao NIE, Boquan LI, Yilin ZHAO, Minyang KANG, and Bo LIU Journal Article
3D dental biometrics: Transformer-based dental arch extraction and matching, Zhiyuan ZHANG and ZHONG Xin Conference Proceeding Article
A mixed-integer linear programming reduction of disjoint bilinear programs via symbolic variable elimination, Jihwan JEONG, Scott SANNER, and Akshat KUMAR Conference Proceeding Article
Avoiding starvation of arms in restless multi-armed bandit, Dexun LI and Pradeep VARAKANTHAM Conference Proceeding Article
Catching the fast payments trend: Optimal designs and leadership strategies of retail payment and settlement systems, Zhiling GUO and Dan MA Journal Article
Class-incremental exemplar compression for class-incremental learning, Zilin LUO, Yaoyao LIU, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article
Curricular contrastive regularization for physics-aware single image dehazing, Yu ZHENG, Jiahui ZHAN, Shengfeng HE, and Yong DU Conference Proceeding Article
Customers' managerial expectations and suppliers' asymmetric cost management, Peng LIANG, Hasan CAVUSOGLU, and Nan HU Journal Article
DistPreserv: Maintaining user distribution for privacy-preserving Location-Based Services, Yanbing REN, Xinghua LI, Yinbin MIAO, Robert H. DENG, Jian WENG, Siqi MA, and Jianfeng MA Journal Article
Dynamic police patrol scheduling with multi-agent reinforcement learning, Songhan WONG, Waldy JOE, and Hoong Chuin LAU Conference Proceeding Article
Efficient privacy-preserving spatial range query over outsourced encrypted data, Yinbin MIAO, Yutao YANG, Xinghua LI, Zhiquan LIU, Hongwei LI, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Enhancing third-party software reliability through bug bounty programs, Tianlu ZHOU, Dan MA, and Nan FENG Conference Proceeding Article
Evading deepfake detectors via adversarial statistical consistency, Yang HOU, Qing GUO, Yihao HUANG, Xiaofei XIE, Lei MA, and Jianjun ZHAO Conference Proceeding Article
Extracting class activation maps from non-discriminative features as well, Zhaozheng CHEN and Qianru SUN Conference Proceeding Article
Freestyle layout-to-image synthesis, Han XUE, Zhiwu HUANG, Qianru SUN, Li SONG, and Wenjun ZHANG Conference Proceeding Article
Glocal energy-based learning for few-shot open-set recognition, Haoyu WANG, Guansong PANG, Peng WANG, Lei ZHANG, Wei WEI, and Yanning ZHANG Conference Proceeding Article
GNNLens: A visual analytics approach for prediction error diagnosis of graph neural networks., Zhihua JIN, Yong WANG, Qianwen WANG, Yao MING, Tengfei MA, and Huamin QU Journal Article
GroundNLQ @ Ego4D natural language queries challenge 2023, Zhijian HOU, Lei JI, Difei GAO, Wanjun ZHONG, Kun YAN, Chong-wah NGO, Wing-Kwong CHAN, Chong-Wah NGO, Nan DUAN, and Mike Zheng SHOU Conference Paper
How does credit risk affect cost management strategies? Evidence on the initiation of credit default swap and sticky cost behavior, Jing DAI, Nan HU, Rong HUANG, and Yan YAN Journal Article
How to resuscitate a sick VM in the cloud, Xuhua DING Conference Proceeding Article
iFUNDit: Visual profiling of fund investment styles, Rong ZHANG, Bon Kyung KU, Yong WANG, Xuanwu YUE, Siyuan LIU, Ke LI, and Huamin QU Journal Article
Imitating opponent to win: Adversarial policy imitation learning in two-player competitive games, The Viet BUI, Tien MAI, and Thanh H. NGUYEN Conference Proceeding Article
Improving quantal cognitive hierarchy model through iterative population learning, Yuhong XU, Shih-Fen CHENG, and Xinyu CHEN Conference Proceeding Article
Knowledge compilation for constrained combinatorial action spaces in reinforcement learning, Jiajing LING, Moritz Lukas SCHULER, Akshat KUMAR, and Pradeep VARAKANTHAM Conference Proceeding Article
LDPTrace: Locally Differentially Private Trajectory Synthesis, Yuntao DU, Yujia HU, Zhikun ZHANG, Ziquan FANG, Lu CHEN, Baihua ZHENG, and Yunjun GAO Journal Article
LiVoAuth: Liveness Detection in Voiceprint Authentication with random challenges and detection modes, Rui ZHANG, Zheng YAN, Xueru WANG, and Robert H. DENG Journal Article
MOSAIC: Spatially-multiplexed edge AI optimization over multiple concurrent video sensing streams, Ila GOKARN, Hemanth SABELLA, Yigong HU, Tarek ABDELZAHER, and Archan MISRA Conference Proceeding Article
Non-binary evaluation of next-basket food recommendation, Yue LIU, Palakorn ACHANANUPARP, and Ee-peng LIM Journal Article
Optimization of station-skip in a cyclic express subway service, Jingfeng YANG, Hai WANG, and Jiangang JIN Journal Article
Preference-aware delivery planning for last-mile logistics, Qian SHAO and Shih-Fen CHENG Conference Proceeding Article
Privacy-preserving ranked spatial keyword query in mobile cloud-assisted fog computing, Qiuyun TONG, Yinbin LI MIAO, Ximeng LIU, Robert H. DENG, and Robert H. DENG Journal Article
SCANet: Self-paced semi-curricular attention network for non-homogeneous image dehazing, Yu GUO, Yuan GAO, Ryan Wen LIU, Yuxu LU, Jingxiang QU, Shengfeng HE, and REN Wenqi Conference Proceeding Article
Semantic scene completion with cleaner self, Fengyun WANG, Dong ZHANG, Hanwang ZHANG, Jinhui TANG, and Qianru SUN Conference Proceeding Article
Strategic planning for flexible agent availability in large taxi fleets, RAJIV RANJAN KUMAR, Pradeep VARAKANTHAM, and Shih-Fen CHENG Conference Proceeding Article
The BeMi Stardust: A structured ensemble of Binarized Neural Networks, Ambrogio Maria BERNARDELLI, Stefano GUALANDI, Hoong Chuin LAU, and Simone MILANESI Conference Proceeding Article
Towards a smaller student: Capacity dynamic distillation for efficient image retrieval, Yi XIE, Huaidong ZHANG, Xuemiao XU, Jianqing ZHU, and Shengfeng HE Conference Proceeding Article
Towards explaining sequences of actions in multi-agent deep reinforcement learning models, Phyo Wai KHAING, Minghong GENG, Budhitama SUBAGDJA, Shubham PATERIA, and Ah-hwee TAN Conference Proceeding Article
Tracing the twenty-year evolution of developing AI for eye screening in Singapore: A master chronology of SiDRP, SELENA+ and EyRis, Steven M. MILLER Working Paper
Tutorial: "Advances in federated optimization: Efficiency, resiliency, and privacy", Yuejie CHI and Zhize LI Conference Paper
Unbiased multiple instance learning for weakly supervised video anomaly detection, Hui LYU, Zhongqi YUE, Qianru SUN, Bin LUO, Zhen CUI, and Hanwang ZHANG Conference Proceeding Article
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
Are you cloud-certified? Preparing computing undergraduates for cloud certification with experiential learning, Eng Lieh OUH and Benjamin GAN Conference Proceeding 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
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
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
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
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
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
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
Supply and demand management in ride-sourcing markets, Jintao KE, Hai YANG, Hai WANG, and Yafeng YIN Book
TECHSUMBOT: A Stack Overflow answer summarization tool for technical query, Chengran YANG, Bowen XU, Jiakun LIU, and David LO Conference Proceeding Article
Trustworthy and synergistic artificial intelligence for software engineering: Vision and roadmaps, David LO 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
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
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
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
Deep isolation forest for anomaly detection, Hongzuo XU, Guansong PANG, Yijie WANG, and Yongjun 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
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