Submissions from 2022
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
Artificial intelligence in financial technology, Keng SIAU, Fiona Fui-hoon NAH, Brenda L. ESCHENBRENNER, and Langtao CHEN 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
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
Resumable zero-knowledge for circuits from symmetric key primitives, Handong ZHANG, Puwen WEI, Haiyang XUE, Yi DENG, Jinsong LI, Wei WANG, and Guoxiao LIU Conference Proceeding 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
Sound and complete certificates for quantitative termination analysis of probabilistic programs, Krishnendu CHATTERJEE, Amir Kafshdar GOHARSHADY, Tobias MEGGENDORFER, and Dorde ZIKELIC Conference Proceeding Article
Structured encryption for knowledge graphs, Yujie XUE, Lanxiang CHEN, Yu MI, Lingfang ZENG, Fatemeh REZAEIBAGHA, and Robert H. DENG Journal Article
Submodularity and local search approaches for maximum capture problems under generalized extreme value models, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article
Trajectory optimization for safe navigation in maritime traffic using historical data, Chaithanya BASRUR, Arambam James SINGH, Arunesh SINHA, Akshat KUMAR, and T. K. Satish KUMAR Conference Proceeding Article
Variational graph author topic modeling, Ce ZHANG and Hady Wirawan LAUW Conference Proceeding Article
Verifying neural networks against backdoor attacks, Long Hong PHAM and Jun SUN Conference Proceeding Article
3PC: Three point compressors for communication-efficient distributed training and a better theory for lazy aggregation, Peter RICHTARIK, Igor SOKOLOV, Ilyas FATKHULLIN, Elnur GASANOV, Zhize LI, and Eduard GORBUNOV Conference Proceeding Article
A3GAN: Attribute-aware anonymization networks for face de-identification, Liming ZHAI, Qing GUO, Xiaofei XIE, Lei MA, Yi Estelle WANG, and Yang LIU Conference Proceeding Article
AI-enabled adaptive learning using automated topic alignment and doubt detection, Kar Way TAN, Siaw Ling LO, Eng Lieh OUH, and Wei Leng NEO Conference Proceeding Article
A low-cost virtual coach for 2D video-based compensation assessment of upper extremity rehabilitation exercises, Ana Rita Coias, Min Hun LEE, and Alexandre Bernardino Journal Article
A mean-field Markov decision process model for spatial temporal subsidies in ride-sourcing markets, Zheng ZHU, Jintao KE, and Hai WANG Conference Proceeding Article
An empirical study on data distribution-aware test selection for deep learning enhancement, Qiang HU, Yuejun GUO, Maxime CORDY, Xiaofei XIE, Lei MA, Mike PAPADAKIS, and Yves LE TRAON Journal Article
A recommendation system approach to tune a QUBO solver, Siong Thye GOH, Jianyuan BO, Matthieu PARIZY, and Hoong Chuin LAU Conference Proceeding Article
Automatic noisy label correction for fine-grained entity typing, Weiran PAN, Wei WEI, and Feida ZHU Conference Proceeding Article
A weakly supervised propagation model for rumor verification and stance detection with multiple instance learning, Ruichao YANG, Jing MA, Hongzhan LIN, and Wei GAO Conference Proceeding Article
Contours of virtual enfreakment in fighting game characters, Sercan Sengun, Peter Mawhorter, James Bowie-Wilson, Yusef Audeh, Haewoon KWAK, and D. Fox Harrell Journal Article
COSM2IC: Optimizing real-time multi-modal instruction comprehension, WEERAKOON MUDIYANSELAGE DULANGA KAVEESHA WEERAKOON, Vigneshwaran SUBBARAJU, Minh Anh Tuan TRAN, and Archan MISRA Journal Article
Cross-lingual transfer learning for statistical type inference, Zhiming LI, Xiaofei XIE, Haoliang LI, Zhengzi XU, Yi LI, and Yang LIU Conference Proceeding Article
Data-driven retail decision-making using spatial partitioning and delineation of communities, Ming Hui TAN and Kar Way TAN Conference Proceeding Article
Data quality matters: A case study on data label correctness for security bug report prediction, Xiaoxue WU, Wei ZHENG, Xin XIA, and David LO Journal Article
Declaration-based prompt tuning for visual question answering, Yuhang LIU, Wei WEI, Feida ZHU, and Feida ZHU Conference Proceeding Article
Designing flipped learning activities for beginner programming course, Benjamin GAN and Eng Lieh OUH Conference Proceeding Article
DigBug: Pre/post-processing operator selection for accurate bug localization, Kisub KIM, Sankalp GHATPANDE, Kui LIU, Anil KOYUNCU, Dongsun KIM, Tegawendé F. BISSYANDE, Jacques KLEIN, and Yves LE TRAON Journal Article
DocEE: A large-scale and fine-grained benchmark for document-level event extraction, Meihan TONG, Bin XU, Shuai WANG, Meihuan HAN, Yixin CAO, Jiangqi ZHU, Siyu CHEN, Lei HOU, and Juanzi LI Conference Proceeding Article
Dynamic topic models for temporal document networks, Ce ZHANG and Hady Wirawan LAUW Conference Proceeding Article
Early rumor detection using neural Hawkes process with a new benchmark dataset, Fengzhu ZENG and Wei GAO Conference Proceeding Article
Efficient neural neighborhood search for pickup and delivery problems, Yining MA, Jingwen LI, Zhiguang CAO, Wen SONG, Hongliang GUO, Yuejiao GONG, and Meng Chee CHEE Conference Proceeding Article
Enabling AI and robotic coaches for physical rehabilitation therapy: Iterative design and evaluation with therapists and post-stroke survivors, Min Hun LEE, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermúdez i BADIA Journal Article
End-to-end open-set semi-supervised node classification with out-of-distribution detection, Tiancheng HUANG, Donglin WANG, and Yuan FANG Conference Proceeding Article
Enhancing a QUBO solver via data driven multi-start and its application to vehicle routing problem, Whei Yeap SUEN, Matthieu PARIZY, and Hoong Chuin LAU Conference Proceeding Article
Enhancing security patch identification by capturing structures in commits, Bozhi WU, Shangqing LIU, Ruitao FENG, Xiaofei XIE, Jingkai SIOW, and Shang-Wei LIN Journal Article
GBGallery: A benchmark and framework for game testing, Zhuo LI, Yuechen WU, Lei MA, Xiaofei XIE, Yingfeng CHEN, and Changjie FAN Journal Article
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation, Yuntao DU, Xinjun ZHU, Lu CHEN, Baihua ZHENG, and Yunjun GAO Conference Proceeding Article
Harnessing confidence for report aggregation in crowdsourcing environments, Hadeel ALHOSAINI, Xianzhi WANG, Lina YAO, Zhong YANG, Farookh HUSSAIN, and Ee-peng LIM Conference Proceeding Article
Learning to ask critical questions for assisting product search, Zixuan LI, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article
Lightweight privacy-preserving spatial keyword query over encrypted cloud data, Yutao YANG, Yinbin MIAO, Kim-Kwang Raymond CHOO, and Robert H. DENG Conference Proceeding Article
Multi-agent reinforcement learning for traffic signal control through universal communication method, Qize JIANG, Minhao QIN, Shengmin SHI, Weiwei Sun SUN, and Baihua ZHENG Conference Proceeding Article
Multi-level cross-view contrastive learning for knowledge-aware recommender system, Ding ZOU, Wei WEI, Xian-Ling MAO, Ziyang WANG, Minghui QIU, Feida ZHU, and Xin CAO Conference Proceeding Article
Multi-level cross-view contrastive learning for knowledge-aware recommender system, Ding ZOU, Wei WEI, Xian-Ling MAO, Ziyang WANG, Minghui QIU, Feida ZHU, and Xin CAO Conference Proceeding Article
Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem, Yunyun NIU, Jie SHAO, Jianhua XIAO, Wen SONG, and Zhiguang CAO Journal Article
NPC: Neuron path coverage via characterizing decision logic of deep neural networks, Xiaofei XIE, Tianlin LI, Jian WANG, Lei MA, Qing GUO, Felix JUEFEI-XU, and Yang LIU Journal Article
On measuring network robustness for weighted networks, Jianbing ZHENG, Ming GAO, Ee-peng LIM, David LO, Cheqing JIN, and Aoying ZHOU Journal Article
Proceedings of the 13th International Workshop on Graph Computation Models (GCM 2022), Reiko HECKEL and Christopher M. POSKITT Edited Conference Proceeding
Prototypical graph contrastive learning, Shuai LIN, Chen LIU, Pan ZHOU, Zi-Yuan HU, Shuojia WANG, Ruihui ZHAO, Yefeng ZHENG, Liang LIN, Eric XING, and Xiaodan LIANG Journal Article
Reflection as an agile course evaluation tool, Siaw Ling LO, Pei Hua CHER, and Fernando BELLO Conference Proceeding Article
Review of some existing QML frameworks and novel hybrid classical-quantum neural networks realising binary classification for the noisy datasets, N. Schetakis, D. Aghamalyan, Paul Robert GRIFFIN, and M. Boguslavsky Journal Article
Self-guided learning to denoise for robust recommendation, Yunjun GAO, Yuntao DU, Yujia HU, Lu CHEN, Xinjun ZHU, Ziquan FANG, and Baihua ZHENG Conference Proceeding Article
Self-supervised video representation learning by uncovering spatio-temporal statistics, Jiangliu WANG, Jianbo JIAO, Linchao BAO, Shengfeng HE, Wei LIU, and Yun-hui LIU Journal Article
Structured and natural responses co-generation for conversational search, Chenchen YE, Lizi LIAO, Fuli FENG, Wei JI, and Tat-Seng CHUA Conference Proceeding Article
Techniques to enhance a QUBO solver for permutation-based combinatorial optimization, Siong Thye GOH, Jianyuan BO, Sabrish GOPALAKRISHNAN, and Hoong Chuin LAU Conference Proceeding Article
Test mimicry to assess the exploitability of library vulnerabilities, Hong Jin KANG, Truong Giang NGUYEN, Bach LE, Corina S. PASAREANU, and David LO Conference Proceeding Article
Time-controlled hierarchical multikeyword search over encrypted data in cloud-assisted IoT, Tong LIU, Yinbin MIAO, Kim-Kwang Raymond CHOO, Hongwei LI, Ximeng LIU, Xiangdong MENG, and Robert H. DENG Journal Article
Time dependent orienteering problem with time windows and service time dependent profits, M. Khodadadian, A. Divsalar, C. Verbeeck, Aldy GUNAWAN, and P. Vansteenwegen Journal Article
Towards aligning slides and video snippets: Mitigating sequence and content mismatches, Ziyuan LIU and Hady W. LAUW Conference Proceeding Article
Uncovering inclusivity gaps in design pedagogy through the digital design marginalization framework, Jaisie SIN, Cosmin MUNTEANU, Michael NIXON, Velian PANDELIEV, Garreth W. TIGWELL, Kristen SHINOHARA, Anthony TANG, and Steve SZIGETI Journal Article
Using constraint programming and graph representation learning for generating interpretable cloud security policies, Mikhail KAZDAGLI, Mohit TIWARI, and Akshat KUMAR Conference Proceeding Article
What makes the story forward?: Inferring commonsense explanations as prompts for future event generation, Li LIN, Yixin CAO, Lifu HUANG, Shu Ang LI, Xuming HU, Lijie WEN, and Jianmin WANG Conference Proceeding Article
XSS for the masses: Integrating security in a web programming course using a security scanner, Lwin Khin SHAR, Christopher M. POSKITT, Kyong Jin SHIM, and Li Ying Leonard WONG Conference Proceeding Article
Review of shared online hailing and autonomous taxi services, Weiliang ZENG, Miaosen WU, Peng CHEN, Zhiguang CAO, and Shengli XIE Book Review
FREED: an efficient privacy-preserving solution for person re-identification, Bowen ZHAO, Yingjiu LI, Ximeng LIU, Hwee Hwa PANG, and Robert H. DENG Conference Proceeding Article
A practical comparison of quantum and classical leaderless consensus, Paul Robert GRIFFIN and Dimple MEVADA Working Paper
A simple data mixing prior for improving self-supervised learning, Sucheng REN, Huiyu WANG, Zhengqi GAO, Shengfeng HE, Alan YUILLE, Yuyin ZHOU, and Cihang XIE Conference Proceeding Article
Background matting via recursive excitation, Junjie. DENG, Yangyang. XU, Shengfeng. HE, and Shengfeng HE Conference Proceeding Article
BlockLens: visual analytics of student coding behaviors in block-based programming environments., Sean TUNG, Huan WEI, Haotian LI, Yong WANG, Meng XIA, and Huamin. QU Conference Proceeding Article
Byzantine-resilient decentralized stochastic gradient descent, Shangwei GUO, Tianwei ZHANG, Han YU, Xiaofei XIE, Lei MA, Tao XIANG, and Yang LIU Journal Article
Catching both gray and black swans: Open-set supervised anomaly detection, Choubo DING, Guansong PANG, and Chunhua SHEN Conference Proceeding Article
Challenges for inclusion in software engineering: The case of the emerging Papua New Guinean society, Raula KULA, Christoph TREUDE, Hideaki HATA, Sebastian BALTES, Igor STEINMACHER, Marco GEROSA, and Winifred KULA AMINI Journal Article
Class re-activation maps for weakly-supervised semantic segmentation, Zhaozheng CHEN, Tan WANG, Xiongwei WU, Xian-Sheng HUA, Hanwang ZHANG, and Qianru SUN Conference Proceeding Article
Co-advise: Cross inductive bias distillation, Sucheng REN, Zhengqi GAO, Tiany HUA, Zihui XUE, Yonglong TIAN, Shengfeng HE, and Hang ZHAO Conference Proceeding Article
CoDEm: Conditional domain embeddings for scalable human activity recognition, Abu Zaher Md FARIDEE, Avijoy CHAKMA, Zahid HASAN, Nirmalya ROY, and Archan MISRA Conference Proceeding Article
Consensus formation on heterogeneous networks, Edoardo FADDA, Junda HE, Claudia J. TESSONE, and Paolo BARUCCA Journal Article
Cross-lingual adaptation for recipe retrieval with mixup, Bin ZHU, Chong-Wah NGO, Jingjing CHEN, and Wing-Kwong CHAN Conference Proceeding Article
CrowdGAN: Identity-free interactive crowd video generation and beyond, Liangyu CHAI, Yongtuo LIU, Wenxi LIU, Guoqiang HAN, and Shengfeng HE Journal Article