Submissions from 2022
Class is invariant to context and vice versa: On learning invariance for out-of-distribution generalization, Jiaxin QI, Kaihua TANG, Qianru SUN, Xian-Sheng HUA, and Hanwang ZHANG 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
CVFNet: Real-time 3D object detection by learning cross view features, Jiaqi GU, Zhiyu XIANG, Pan ZHAO, Tingming BAI, Lingxuan WANG, Xijun ZHAO, and Zhiyuan ZHANG Conference Proceeding Article
Dynamic temporal filtering in video models, Fuchen LONG, Zhaofan QIU, Yingwei PAN, Ting YAO, Chong-wah NGO, and Tao MEI Conference Proceeding Article
Editing out-of-domain GAN inversion via differential activations, Haorui SONG, Yong DU, Tianyi XIANG, Junyu DONG, Jing QIN, and Shengfeng HE Conference Proceeding Article
Efficient exploration in crowds by coupling navigation controller and exploration planner, Zhuoqi ZHENG, Shengfeng HE, and Jia PAN Journal Article
Equivariance and invariance inductive bias for learning from insufficient data, Tan WANG, Qianru SUN, Sugiri PRANATA, Karlekar JAYASHREE, and Hanwang ZHANG Conference Proceeding Article
ERGO: Event relational graph transformer for document-level event causality identification, Meiqi CHEN, Yixin CAO, Kunquan DENG, Mukai LI, Kun WANG, Jing SHAO, and Yan ZHANG Conference Proceeding Article
FFL: fine grained fault localization for student programs via syntactic and semantic reasoning, Thanh Dat NGUYEN, Cong Thanh LE, Duc-Minh LUONG, Van-Hai DUONG, Xuan Bach LE, David LO, and Quyet-Thang HUYNH Conference Proceeding Article
Field experiments in operations management, Yang GAO, Meng LI, and Shujing SUN Journal Article
Generic conversions from CPA to CCA without ciphertext expansion for threshold ABE with constant-size ciphertexts, J LAI, F GUO, W SUSILO, P JIANG, Guomin YANG, and X. HUANG Journal Article
Guaranteeing timed opacity using parametric timed model checking, Étienne ANDRÉ, Didier LIME, Dylan MARINHO, and Jun SUN Journal Article
Improving knowledge-aware recommendation with multi-level interactive contrastive learning, Ding ZOU, Wei WEI, Ziyang WANG, Xian-Ling MAO, Feida ZHU, Rui FANG, and Dangyang CHEN Conference Proceeding Article
Interactive contrastive learning for self-supervised entity alignment, Kaisheng ZENG, Zhenhao DONG, Lei HOU, Yixin CAO, Minghao HU, Jifan YU, Xin LV, Lei CAO, Xin WANG, Haozhuang LIU, Yi HUANG, Jing WAN, and Juanzi LI Conference Proceeding Article
Interactive video corpus moment retrieval using reinforcement learning, Zhixin MA and Chong-wah NGO Conference Proceeding Article
Investigating accessibility challenges and opportunities for users with low vision disabilities in customer-to-customer (C2C) marketplaces, Bektur RYSKELDIEV, Kotaro HARA, Mariko KOBAYASHI, and Koki KUSANO 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
Locally varying distance transform for unsupervised visual anomaly detection, Wen-yan LIN, Zhonghang LIU, and Siying LIU Conference Proceeding Article
Long-term leap attention, short-term periodic shift for video classification, Hao ZHANG, Lechao CHENG, Yanbin HAO, and Chong-wah NGO Conference Proceeding Article
MANDO: Multi-level heterogeneous graph embeddings for fine-grained detection of smart contract vulnerabilities, Huu Hoang NGUYEN, Nhat Minh NGUYEN, Chunyao XIE, Zahra AHMADI, Daniel KUDENKO, Thanh Nam DOAN, and Lingxiao JIANG Conference Proceeding Article
Multi-functional job roles to support operations in a multi-faceted Jewel enabled by AI and digital transformation, Steven M. MILLER Working Paper
ngram-OAXE: Phrase-based order-agnostic cross entropy for non-autoregressive machine translation, Cunxiao DU, Zhaopeng TU, Longyue WANG, and Jing JIANG Conference Proceeding Article
On mitigating hard clusters for face clustering, Yingjie CHEN, Huasong ZHONG, Chong CHEN, Chen SHEN, Jianqiang HUANG, Tao WANG, Yun LIANG, and Qianru SUN Conference Proceeding Article
Physical adversarial attack on a robotic arm, Yifan JIA, Christopher M. POSKITT, Jun SUN, and Sudipta CHATTOPADHYAY Journal Article
Pixel-wise energy-biased abstention learning for anomaly segmentation on complex urban driving scenes, Yu TIAN, Yuyuan LIU, Guansong PANG, Fengbei LIU, Yuanhong CHEN, and Gustavo CARNEIRO Conference Proceeding Article
PROS: An efficient pattern-driven compressive sensing framework for low-power biopotential-based wearable with on-chip intelligence, Nhat PHAM, Hong JIA, Minh TRAN, Tuan DINH, Nam BUI, Young KWON, Dong MA, Phuc NGUYEN, Cecilia MASCOLO, and Tam VU Conference Proceeding Article
Quantum computing: Computational excellence for society 5.0, Paul Robert GRIFFIN, Michael BOGUSLAVSKY, Junye HUANG, Robert KAUFFMAN, and Brian R. TAN Book Chapter
QVIP: An ILP-based formal verification approach for quantized neural networks, Yedi ZHANG, Zhe ZHAO, Guangke CHEN, Fu SONG, Min ZHANG, Taolue CHEN, and Jun SUN Conference Proceeding Article
Reflecting on experiences for response generation, Chenchen YE, Lizi LIAO, Suyu LIU, and Tat-Seng CHUA Conference Proceeding Article
Reimagining the management of outsourcing life cycles in the fin tech era for financial services, Patrick THNG and LIM MING SOON TRISTAN Book Chapter
RemGen: remanufacturing a random program generator for compiler testing, Haoxin TU, He JIANG, Xiaochen LI, Zhide ZHOU, Lingxiao JIANG, and Lingxiao JIANG Conference Proceeding Article
Right to know, right to refuse: Towards UI perception-based automated fine-grained permission controls for Android apps, Vikas Kumar MALVIYA, Chee Wei LEOW, ASHOK KASTHURI, Naing Tun YAN, Lwin Khin SHAR, and Lingxiao JIANG Conference Proceeding Article
Shell theory: A statistical model of reality, Wen-yan LIN, Siying LIU, Changhao REN, Ngai-Man CHEUNG, Hongdong LI, and Yasuyuki MATSUSHITA Journal Article
Social access and representation for autistic adult livestreamers, Terrance MOK, Anthony TANG, Adam MCCRIMMON, and Lora OEHLBERG Conference Poster
SOCI: A Toolkit for Secure Outsourced Computation on Integers, Bowen ZHAO, Jiaming YUAN, Ximeng LIU, Yongdong WU, Hwee Hwa PANG, and Robert H. DENG Journal Article
SoftSkip: Empowering multi-modal dynamic pruning for single-stage referring comprehension, Dulanga WEERAKOON, Vigneshwaran SUBBARAJU, Tuan TRAN, and Archan MISRA Conference Proceeding Article
Stitching weight-shared deep neural networks for efficient multitask inference on GPU, Zeyu WANG, Xiaoxi HE, Zimu ZHOU, Xu WANG, Qiang MA, Xin MIAO, Zhuo LIU, Lothar THIELE, and Zheng. YANG Conference Proceeding Article
Taming multi-output recommenders for software engineering, Christoph TREUDE Conference Proceeding Article
TGDM: Target Guided Dynamic Mixup for cross-domain few-shot learning, Linhai ZHUO, Yuqian FU, Jingjing CHEN, Yixin CAO, and Yu-Gang JIANG Conference Proceeding Article
Towards understanding the faults of JavaScript-based deep learning systems, Lili QUAN, Qianyu GUO, Xiaofei XIE, Sen CHEN, Xiaohong LI, and Yang LIU Conference Proceeding Article
TransplantFix: Graph differencing-based code transplantation for automated program repair, Deheng YANG, Xiaoguang MAO, Liqian CHEN, Xuezheng XU, Yan LEI, David LO, and Jiayu HE Conference Proceeding Article
TransRepair: Context-aware program repair for compilation errors, Xueyang LI, Shangqing LIU, Ruitao FENG, Guozhu MENG, Xiaofei XIE, Kai CHEN, and Yang LIU Conference Proceeding Article
Two Singapore public healthcare AI applications for national screening programs and other examples, Andy Wee An TA, Han Leong GOH, Christine ANG, Lian Yeow KOH, Ken POON, and Steven M. MILLER Journal Article
VPSL: Verifiable privacy-preserving data search for cloud-assisted Internet of Things, Qiuyun TONG, Yinbin MIAO, Ximeng LIU, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article
Wave-ViT: Unifying wavelet and transformers for visual representation learning, Ting YAO, Yingwei PAN, Yehao LI, Chong-wah NGO, and Tao MEI Conference Proceeding Article
What machines can't do (yet) in real work settings, Thomas H. DAVENPORT and Steven M. MILLER Journal Article
EEG-video emotion-based summarization: Learning with EEG auxiliary signals, Wai-Cheong L. LEW, Di WANG, Kai-Keng ANG, Joo-Hwee LIM, Chai QUEK, and Ah-hwee TAN Journal Article
Digital health in Southeast Asia: Startups and digital technology applications, Siu Loon HOE Journal 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
Analyzing the Impact of COVID-19 control policies on campus occupancy and mobility via WiFi sensing, Camellia ZAKARIA, Amee TRIVEDI, Emmanuel CECCHET, Michael CHEE, Prashant SHENOY, and Rajesh Krishna BALAN Journal Article
An attribute-aware attentive GCN model for attribute missing in recommendation, Fan LIU, Zhiyong CHENG, Lei ZHU, Chenghao LIU, and Liqiang NIE Journal Article
Choice-based crowdshipping: A dynamic task display problem, Alp ARSLAN, Firat KILCI, Shih-Fen CHENG, and Archan MISRA Working Paper
Constrained multiagent reinforcement learning for large agent population, Jiajing LING, Arambam James SINGH, Duc Thien NGUYEN, and Akshat KUMAR Conference Proceeding Article
Contrastive transformer-based multiple instance learning for weakly supervised polyp frame detection, Tian YU, Guansong PANG, Fengbei LIU, Yuyuan LIU, Chong WANG, Yuanhong CHEN, Johan VERJANS, and Gustavo CARNEIRO Conference Proceeding Article
Deep learning-based text recognition of agricultural regulatory document, Hua Leong FWA and Farn Haur CHAN Conference Proceeding Article
Deep learning for coverage-guided fuzzing: How far are we?, Siqi LI, Xiaofei XIE, Yun LIN, Yuekang LI, Ruitao FENG, Xiaohong LI, Weimin GE, and Jin Song DONG Journal Article
Distance based image classification: A solution to generative classification’s conundrum?, Wen-yan LIN, Siying LIU, Bing Tian DAI, and Hongdong LI Journal Article
Does social media accelerate product recalls? Evidence from the pharmaceutical industry, Yang GAO, Wenjing DUAN, and Huaxia RUI Journal Article
Exploiting reuse for GPU subgraph enumeration, Wentiao GUO, Yuchen LI, and Kian-Lee TAN Journal Article
Hierarchical semantic-aware neural code representation, Yuan JIANG, Xiaohong SU, Christoph TREUDE, and Tiantian WANG Journal Article
How to succeed with AI augmentation, Thomas H. DAVENPORT and Steven M. MILLER Video
Joint hyperbolic and Euclidean geometry contrastive graph neural networks, Xiaoyu XU, Guansong PANG, Di WU, and Mingsheng SHANG Journal Article
LargeEA: Aligning entities for large-scale knowledge graphs, Congcong GE, Xiaoze LIU, Lu CHEN, Yunjun GAO, and Baihua ZHENG Conference Proceeding Article
Learning improvement heuristics for solving routing problems, Yaoxin WU, Wen SONG, Zhiguang CAO, Jie ZHANG, and Andrew LIM Journal Article
Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning, Rongkai ZHANG, Cong ZHANG, Zhiguang CAO, Wen SONG, Puay Siew TAN, Jie ZHANG, Bihan WEN, and Justin DAUWELS Journal Article
On the effectiveness of using graphics interrupt as a side channel for user behavior snooping, Haoyu MA, Jianwen TIAN, Debin GAO, and Chunfu JIA Journal Article
Performance evaluation of aggregation-based group recommender systems for ephemeral groups, Edgar CEH-VARELA, Huiping CAO, and Hady Wirawan LAUW Journal Article
Risk-aware procurement optimization in a global technology supply chain, Jonathan CHASE, Jingfeng YANG, and Hoong Chuin LAU Conference Proceeding Article
Secure deterministic wallet and stealth address: Key-insulated and privacy-preserving signature scheme with publicly derived public key, Zhen LIU, Guomin YANG, Duncan S. WONG, Khoa NGUYEN, Huaxiong WANG, Xiaorong KE, and Yining LIU Journal Article
Secure hierarchical deterministic wallet supporting stealth address, Xin YIN, Zhen LIU, Guomin YANG, Guoxing CHEN, and Haojin ZHU Conference Proceeding Article
Singapore public sector AI applications emphasizing public engagement: Six examples, Steven M. MILLER Working Paper
The impact of air pollution on financial reporting quality: Evidence from China, Nan HU, Xingnan XUE, and Ling LIU Journal Article
Toward intention discovery for early malice detection in bitcoin, Ling CHENG, Feida ZHU, Yong WANG, and Huiwen LIU Working Paper
Towards an optimal bus frequency scheduling: When the waiting time matters, Songsong MO, Zhifeng BAO, Baihua ZHENG, and Zhiyong PENG Journal Article
Two-phase matheuristic for the vehicle routing problem with reverse cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Pieter VANSTEENWEGEN, and Vincent F. YU Journal Article
RansomSOC: A more effective security operations center to detect and respond to ransomware attacks, Anthony Cheuk Tung LAI, Ping Fan KE, Kelvin CHAN, Siu Ming YIU, Dongsun KIM, Wai Kin WONG, Shuai WANG, Joseph MUPPALA, and Alan HO Journal Article
Aligning dual disentangled user representations from ratings and textual content, Nhu Thuat TRAN and Hady Wirawan LAUW Conference Proceeding Article
ANDEA: anomaly and novelty detection, explanation, and accommodation, Guansong PANG, Jundong LI, Anton VAN DEN HENGEL, Longbin CAO, and Thomas G. DIETTERICH Conference Proceeding Article
DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization, Boyue LI, Zhize LI, and Yuejie CHI Journal Article
Digital transformation: Strategy, execution, and technology, Siu Loon HOE Book
Efficient resource allocation with fairness constraints in restless multi-armed bandits, Dexun LI and Pradeep VARAKANTHAM Conference Proceeding Article
Extract human mobility patterns powered by City Semantic Diagram, Zhangqing SHAN, Weiwei SHAN, and Baihua ZHENG Journal Article
Fed-LTD: Towards cross-platform ride hailing via federated learning to dispatch, Yansheng WANG, Yongxin TONG, Zimu ZHOU, Ziyao REN, Yi XU, Guobin WU, and Weifeng LV Conference Proceeding Article
Finding meta winning ticket to train your MAML, Dawei GAO, Yuexiang XIE, Zimu ZHOU, Zhen WANG, Yaliang LI, and Bolin. DING Conference Proceeding Article
Finding meta winning ticket to train your MAML, Dawei GAO, Yuexiang XIE, Zimu ZHOU, Zhen WANG, Yaliang LI, and Bolin. DING Conference Proceeding Article
Holistic combination of structural and textual code information for context based API recommendation, Chi CHEN, Xin PENG, Zhengchang XING, Jun SUN, Xin WANG, Yifan ZHAO, and Wenyun ZHAO Journal Article
Individually rational collaborative vehicle routing through Give-and-Take exchanges, Tran PHONG, Paul TANG, and Hoong Chuin LAU Conference Proceeding Article
Integrating forward and reverse logistics in vehicle routing problem with cross-docking, Vincent F. YU, Pham T. ANH, and Aldy GUNAWAN Conference Paper
Interpreting trajectories from multiple views: A hierarchical self-attention network for estimating the time of arrival, Zebin CHEN, Xiaolin XIAO, Yue-Jiao GONG, Jun FANG, Nan MA, Hua CHAI, and Zhiguang CAO Conference Proceeding Article
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments, Hind ALMEREKHI, Haewoon KWAK, and Bernard J. JANSEN Journal Article
Joint chance-constrained staffing optimization in multi-skill call centers, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article
Legion: Massively composing rankers for improved bug localization at Adobe, Darryl JARMAN, Jeffrey BERRY, Riley SMITH, Ferdian THUNG, and David LO Journal Article
Mobile health with head-worn devices: Challenges and opportunities, Andrea FERLINI, Dong MA, Lorena QENDRO, and Cecilia MASCOLO Journal Article
Multimodal private signatures, Khoa NGUYEN, Fuchun GUO, Willy SUSILO, and Guomin YANG Conference Proceeding Article
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming, Supriyo GHOSH, Laura WYNTER, Shiau Hong LIM, and Duc Thien NGUYEN Conference Proceeding Article
p-Meta: Towards on-device deep model adaptation, Zhongnan QU, Zimu ZHOU, Yongxin TONG, and Lothar THIELE Conference Proceeding Article
Privacy-preserving threshold-based image retrieval in cloud-assisted Internet of Things, Lin SONG, Yinbin MIAO, Jian WENG, Kim-Kwang Raymond CHOO, Ximeng LIU, and Robert H. DENG Journal Article
Self-adaptive systems: A systematic literature review across categories and domains, Terence WONG, Markus WAGNER, and Christoph TREUDE Journal Article
Self-checking deep neural networks for anomalies and adversaries in deployment, Yan XIAO, Ivan BESCHASTNIKH, Yun LIN, Rajdeep Singh HUNDAL, Xiaofei XIE, David S. ROSENBLUM, and Jin Song DONG Journal Article
Simple and optimal stochastic gradient methods for nonsmooth nonconvex optimization, Zhize LI and Jian LI Journal Article