Submissions from 2022
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
Decomposing generation networks with structure prediction for recipe generation, Hao WANG, Guosheng LIN, Steven C. H. HOI, and Chunyan MIAO Journal Article
Deep learning for anomaly detection, Guansong PANG, Charu AGGARWAL, Chunhua SHEN, and Nicu SEBE Transcript
Deep learning for person re-identification: A survey and outlook, Mang YE, Jianbing SHEN, Gaojie LIN, Tao XIANG, Ling SHAO, and Steven C. H. HOI Journal Article
Deep one-class classification via interpolated Gaussian descriptor, Yuanhong CHEN, Yu TIAN, Guansong PANG, and Gustavo CARNEIRO Conference Proceeding Article
DESIRE: An efficient dynamic cluster-based forest indexing for similarity search in multi-metric spaces, Yifan ZHU, Lu CHEN, Yunjun GAO, Baihua ZHENG, and Pengfei WANG Journal Article
Differential cost analysis with simultaneous potentials and anti-potentials, Dorde ZIKELIC, Bor-Yuh Evan CHANG, Pauline BOLIGNANO, and Franco RAIMONDI Conference Proceeding Article
DO-GAN: A double oracle framework for generative adversarial networks, Aye Phyu Phye AUNG, Xinrun WANG, Runsheng YU, Bo AN, Senthilnath JAYAVELU, and Xiaoli LI Conference Proceeding Article
Faithful extreme rescaling via generative prior reciprocated invertible representations, Zhixuan ZHONG, Liangyu CHAI, Yang ZHOU, Bailin DENG, Jia PAN, and Shengfeng HE Conference Proceeding Article
Flavor-Videos: Enhancing the flavor perception of food while eating with videos, Meetha Nesam JAMES, Nimesha RANASINGHE, Anthony TANG, and Lora OEHLBERG Conference Proceeding Article
Generative flows with invertible attentions, Rhea Sanjay SUKTHANKER, Zhiwu HUANG, Suryansh KUMAR, Radu TIMOFTE, and Luc VAN GOOL Conference Proceeding Article
Group contextualization for video recognition, Yanbin HAO, Hao ZHANG, Chong-wah NGO, and Xiangnan HE Conference Proceeding Article
High-resolution face swapping via latent semantics disentanglement, Yangyang XU, Bailin DENG, Junle WANG, Yanqing JING, Jia PAN, and Shengfeng HE Conference Proceeding Article
Holistically associated transductive zero-shot learning, Yangyang XU, Xuemiao XU, Guoqiang HAN, and Shengfeng HE Journal Article
Hu-Fu: Efficient and secure spatial queries over data federation, Yongxin TONG, Xuchen PAN, Yuxiang ZENG, Yexuan SHI, Chunbo XUE, Zimu ZHOU, Xiaofei ZHANG, Lei CHEN, Yi XU, Ke XU, and Weifeng LV Journal Article
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders, Logan STAPLETON, Min Hun LEE, Diana QING, Marya WRIGHT, Alexandra CHOULDECHOVA, Ken HOLSTEIN, Zhiwei Steven WU, and Haiyi ZHU Conference Proceeding Article
Joint pricing and matching for city-scale ride pooling, Sanket SHAH, Meghna LOWALEKAR, and Pradeep VARAKANTHAM Conference Proceeding Article
Learnings from a pilot hybrid question answering system: CQAS: Case study based on a Singapore government agency's customer service centre, Hui Shan LEE; SHANKARARAMAN, Venky; and Eng Lieh OUH Conference Proceeding Article
Learning to solve routing problems via distributionally robust optimization, Jiang YUAN, Yaoxin WU, and Zhiguang CAO Conference Proceeding Article
MEMS ultrasonic transducers for safe, low-power and portable eye-blinking monitoring, Sheng SUN, Jianyuan WANG, Menglun ZHANG, Yuan NING, Dong MA, Yi YUAN, Pengfei NIU, Zhicong RONG, Zhuochen WANG, and Wei PANG Journal Article
MetaFormer is actually what you need for vision, Weihao YU, Mi LUO, Pan ZHOU, Chenyang SI, Yichen ZHOU, Xinchao WANG, Jiashi FENG, and Shuicheng YAN Conference Proceeding Article
MLP-3D: A MLP-like 3D architecture with grouped time mixing, Zhaofan QIU, Ting YAO, Chong-wah NGO, and Tao MEI Conference Proceeding Article
Multimodal zero-shot hateful meme detection, Jiawen ZHU, Roy Ka-Wei LEE, and Wen Haw CHONG Conference Proceeding Article
Multi-view scheduling of onboard live video analytics to minimize frame processing latency, Shengzhong LIU, Tianshi WANG, Hongpeng GUO, Xinzhe FU, Philip DAVID, Maggie WIGNESS, Archan MISRA, and Tarek ABDELZAHER Conference Proceeding Article
OFFICERS: Operational Framework For Intelligent Crime-and-Emergency Response Scheduling, Jonathan David CHASE, Siong Thye GOH, Tran PHONG, and Hoong Chuin LAU Conference Proceeding Article
Reinforcement learning approach to solve dynamic bi-objective police patrol dispatching and rescheduling problem, Waldy JOE, Hoong Chuin LAU, and Jonathan PAN Conference Proceeding Article
Reinforcement learning-based interactive video search, Zhixin MA, Jiaxin WU, Zhijian HOU, and Chong-wah NGO Conference Proceeding Article
Revisiting local descriptor for improved few-shot classification, Jun HE, Richang HONG, Xueliang LIU, Mingliang XU, and Qianru SUN Journal Article
RhythmEdge: Enabling contactless heart rate estimation on the edge, Zahid HASAN, Emon DEY, Sreenivasan Ramasamy RAMAMURTHY, Nirmalya ROY, and Archan MISRA Conference Proceeding Article
Shunted self-attention via multi-scale token aggregation, Sucheng REN, Daquan ZHOU, Shengfeng HE, Jiashi FENG, and Xinchao WANG Conference Proceeding Article
Simultaneous energy harvesting and gait recognition using piezoelectric energy harvester, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Journal Article
Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore, Yi’an WANG, Fangyi CAI, Shih-Fen CHENG, Bo WU, and Kai CAO Conference Proceeding Article
Transportation-enabled urban services: A brief discussion, Hai WANG Transcript
Who is missing? Characterizing the participation of different demographic groups in a Korean nationwide daily conversation corpus, Haewoon KWAK, Jisun AN, and Kunwoo PARK Conference Proceeding Article
You have earned a trophy: Characterize in-game achievements and their completions, Haewoon KWAK Conference Proceeding Article
ARSearch: searching for API related resources from stack overflow and GitHub, Kien LUONG, Ferdian THUNG, and David LO Conference Proceeding Article
Active warden attack: On the (in)effectiveness of Android app repackage-proofing, Haoyu MA, Shijia LI, Debin GAO, Daoyuan WU, Qiaowen JIA, and Chunfu JIA Journal Article
Adaptive task planning for large-scale robotized warehouses, Dingyuan SHI, Yongxin TONG, Zimu ZHOU, Ke XU, Wenzhe TAN, and Hongbo LI Conference Proceeding Article
AI for financial services: An Asian perspective, Alan @ Ali MADJELISI MEGARGEL and SHANKARARAMAN, Venky Book Chapter
An anonymous reputation management system for mobile crowdsensing based on dual blockchain, Hao-Tian WU, Yuchong ZHENG, Bowen ZHAO, and Jianjun HU Journal Article
An empirical study of memorization in NLP, Xiaosen ZHENG and Jing JIANG Conference Proceeding Article
An exploratory study on code attention in BERT, Rishab SHARMA, Fuxiang CHEN, Fatemeh H. FARD, and David LO Conference Proceeding Article
ARSeek: identifying API resource using code and discussion on stack overflow, Gia Kien LUONG, Mohammad HADI, Thung Ferdian, Fatemeh H. FARD, and David LO Conference Proceeding Article
Automated identification of libraries from vulnerability data: can we do better?, Stefanus A. HARYONO, Hong Jin KANG, Abhishek SHARMA, Asankhaya SHARMA, Andrew E. SANTOSA, Ming Yi ANG, and David LO Conference Proceeding Article
Benchmarking library recognition in tweets, Ting ZHANG, Divya Prabha CHANDRASEKARAN, Ferdian THUNG, and David LO Conference Proceeding Article