Submissions from 2021
Investigating the effects of dimension-specific sentiments on product sales: The perspective of sentiment preferences, Cuiqing JIANG, Jianfei WANG, Qian TANG, and Xiaozhong LYU Journal Article
Is multi-hop reasoning really explainable? Towards benchmarking reasoning interpretability, Xin LV, Yixin CAO, Lei HOU, Juanzi LI, Zhiyuan LIU, Yichi ZHANG, and Zelin DAI Conference Proceeding Article
K-sums clustering: A stochastic optimization approach, ZHAO Wan-Lei, Shi Ying LAN, Run-Qing CHEN, and Chong-wah NGO Conference Proceeding Article
LEAP: Leakage-abuse attack on efficiently deployable, efficiently searchable encryption with partially known dataset, Jianting NING, Xinyi HUANG, Geong Sen POH, Jiaming YUAN, Yingjiu LI, Jian WENG, and Robert H. DENG Conference Proceeding Article
Learning knowledge-enriched company embeddings for investment management, Gary ANG and Ee-peng LIM Conference Proceeding Article
Learning to teach and learn for semi-supervised few-shot image classification, Xinzhe LI, Jianqiang HUANG, Yaoyao LIU, Qin ZHOU, Shibao ZHENG, Bernt SCHIELE, and Qianru SUN Journal Article
On aggregating salaries of occupations from job post and review data, Chih-Chieh HUNG and Ee-peng LIM Journal Article
On a multistage discrete stochastic optimization problem with stochastic constraints and nested sampling, Thuy Anh TA, Tien MAI, Fabian BASTIN, and Pierre L'ECUYER Journal Article
On lexicographic proof rules for probabilistic termination, Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Petr NOVOTNÝ, Jiří ZÁREVUCKÝ, and Dorde ZIKELIC Conference Proceeding Article
PatchNet: Hierarchical deep learning-based stable patch identification for the Linux Kernel, Thong HOANG, Julia LAWALL, Yuan TIAN, Richard J. OENTARYO, and David LO Journal Article
Predicting anti-Asian hateful users on Twitter during COVID-19, Jisun AN, Haewoon KWAK, Claire Seungeun LEE, Bogang JUN, and Yong-Yeol AHN Conference Proceeding Article
Probablistic verification of neural networks against group fairness, Bing SUN, Jun SUN, Ting DAI, and Lijun ZHANG Conference Proceeding Article
Profiling Student Learning from Q&A Interactions in Online Discussion Forums, De Lin ONG, Kyong Jin SHIM, and GOTTIPATI Swapna Conference Proceeding Article
Pruning meta-trained networks for on-device adaptation, Dawei GAO, Xiaoxi HE, Zimu ZHOU, Yongxin TONG, and Lothar THIELE Conference Proceeding Article
Representation learning on multi-layered heterogeneous network, Delvin Ce ZHANG and Hady W. LAUW Conference Proceeding Article
Self-supervised multi-class pre-training for unsupervised anomaly detection and segmentation in medical images, Yu TIAN, Fengbei LIU, Guansong PANG, Yuanhong CHEN, Yuyuan LIU, Johan W. VERJANS, and Rajvinder SINGH Working Paper
SoFi: Reflection-augmented fuzzing for JavaScript engines, Xiaoyu HE, Xiaofei XIE, Yuekang LI, Jianwen SUN, Feng LI, Wei ZOU, Yang LIU, Lei YU, Jianhua ZHOU, Wenchang SHI, and Wei HUO Conference Proceeding Article
Span-level emotion cause analysis by BERT-based graph attention network, Xiangju LI, Wei GAO, Shi FENG, Daling WANG, and Shafiq Joty Conference Proceeding Article
Span-level emotion cause analysis with neural sequence tagging, Xiangju LI, Wei GAO, Shi FENG, Daling WANG, and Shafiq JOTY Conference Proceeding Article
Stock market trend forecasting based on multiple textual features: A deep learning method, Zhenda HU, Zhaoxia WANG, Seng-Beng HO, and Ah-Hwee TAN Conference Proceeding Article
Topic-aware heterogeneous graph neural network for link prediction, Siyong XU, Cheng YANG, Yuan FANG, Yuan FANG, Yang TIANCHI, and Luhao ZHANG Conference Proceeding Article
Topic modeling for multi-aspect listwise comparison, Delvin Ce ZHANG and Hady W. LAUW Conference Proceeding Article
Towards balancing VR immersion and bystander awareness, Yoshiki KUDO, Anthony TANG, Kazuyuki FUJITA, Isamu ENDO, Kazuki TAKASHIMA, and Yoshifumi KITAMURA Journal Article
Towards enriching responses with crowd-sourced knowledge for task-oriented dialogue, Yingxu HE, Lizi LIAO, Zheng ZHANG, and Tat-Seng CHUA Conference Proceeding Article
Using role play to develop an empathetic mindset in executive education, Anuradha RAVI, Kasun GAMLATH, Siyan HU, and Archan MISRA Conference Proceeding Article
Wav-BERT: Cooperative acoustic and linguistic representation learning for low-resource speech recognition, Guolin ZHENG, Yubei XIAO, Ke GONG, Pan ZHOU, Xiaodan LIANG, and Liang LIN Conference Proceeding Article
Where2Change: Change request localization for app reviews, Tao ZHANG, Jiachi CHEN, Xian ZHAN, Xiapu LUO, David LO, and He JIANG Journal Article
A first look at accessibility issues in popular GitHub projects, Tingting BI, Xin XIA, David LO, and Aldeida ALETI Conference Proceeding Article
AIxFood'21: 3rd workshop on AIxFood, Ricardo GUERRERO, Michael SPRANGER, Shuqiang JIANG, and Chong-wah NGO Conference Proceeding Article
A large-scale benchmark for food image segmentation, Xiongwei WU, Xin FU, Ying LIU, Ee-peng LIM, Steven C. H. HOI, and Qianru SUN Conference Proceeding Article
Analyzing DevOps teaching strategies: An initial study, Samuel FERINO, Marcelo FERNANDES, Anny K. FERNANDES, Uirá KULESZA, Eduardo ARANHA, and Christoph TREUDE Conference Proceeding Article
An exploratory study of social support systems to help older adults in managing mobile safety, Tamir MENDEL, Debin GAO, David LO, and Eran TOCH Conference Proceeding Article
Assessing generalizability of CodeBERT, Xin ZHOU, DongGyun HAN, and David LO Conference Proceeding Article
Burst-induced Multi-Armed Bandit for learning recommendation, Rodrigo ALVES, Antoine LEDENT, and Marius KLOFT Conference Proceeding Article
BV-Person: A Large-scale dataset for bird-view person re-identification, Cheng YAN, Guansong PANG, Lei WANG, Jile JIAO, Xuetao FENG, Chunhua SHEN, and Jingjing LI Conference Proceeding Article
Can differential testing improve automatic speech recognition systems?, Muhammad Hilmi ASYROFI, Zhou YANG, Jieke SHI, Chu Wei QUAN, and David LO Conference Proceeding Article
Causal attention for unbiased visual recognition, Tan WANG, Chang ZHOU, Qianru SUN, and Hanwang ZHANG Conference Proceeding Article
Cloud, edge and fog computing: Trends and case studies, Eng Lieh OUH, Stanislaw JARZABEK, Geok Shan LIM, and Masayoshi OGAWA Book Chapter
CloudNPlay: Resource optimization for a cloud-native gaming system, Angelus WIBOWO and Nguyen Binh Duong TA Conference Proceeding Article
Condensing a sequence to one informative frame for video recognition, QIU. Zhaofan, Ting YAO, Yan SHU, Chong-wah NGO, and Tao MEI Conference Proceeding Article
CONQUER: Contextual query-aware ranking for video corpus moment retrieval, Zhijian HOU, Chong-Wah NGO, and W. K. CHAN Conference Proceeding Article
Constrained contrastive distribution learning for unsupervised anomaly detection and localisation in medical images, Yu TIAN, Guansong PANG, Fengbei LIU, Yuanhong CHEN, Seon Ho SHIN, Johan W. VERJANS, and Rajvinder SINGH Conference Proceeding Article
Contrasting third-party package management user experience, Syful ISLAM, Raula KULA, Christoph TREUDE, Takashi ISHIO, and Kenichi MATSUMOTO Conference Proceeding Article
Countering attacker data manipulation in security games, Andrew R. BUTLER, Thanh H. NGUYEN, and Arunesh SINHA Conference Proceeding Article
COVID-19 one year on: Security and privacy review of contact tracing mobile apps, Wei Yang ANG and Lwin Khin SHAR Journal Article
Data science and innovations for intelligent systems: Computational excellence and society 5.0, Kavita TANEJA, Harmunish TANEJA, Kuldeep KUMAR, Arvind SELWAL, and Eng Lieh OUH Edited Book
Deep learning for image super-resolution: A survey, Zhihao WANG, Jian CHEN, and Steven C. H. HOI Journal Article
Design and supervision model of group projects for active learning, Yi Meng LAU, Kyong Jin SHIM, and Swapna GOTTIPATI Conference Proceeding Article
Design of a two-echelon freight distribution system in last-mile logistics considering covering locations and occasional drivers, Vincent F. YU, Panca JODIAWAN, Ming-Lu HOU, and Aldy GUNAWAN Journal Article
Differentiated learning for multi-modal domain adaptation, Jianming LV, Kaijie LIU, and Shengfeng HE Conference Proceeding Article
Direct differentiable augmentation search, Aoming LIU, Zehao HUANG, Zhiwu HUANG, Huang, and Naiyan WANG Conference Proceeding Article
Disambiguating mentions of API methods in stack overflow via type scoping, Kien LUONG, Ferdian THUNG, and David LO Conference Proceeding Article
Disentangling hate in online memes, Ka Wei, Roy LEE; Rui CAO; Ziqing FAN; Jing JIANG; and Wen Haw CHONG Conference Proceeding Article
EarGate: Gait-based user identification with in-ear microphones, Andrea FERLINI, Dong MA, and Cecilia MASCOLO Conference Proceeding Article
From contexts to locality: Ultra-high resolution image segmentation via locality-aware contextual correlation, Qi LI, Weixiang YANG, Wenxi LIU, Yuanlong YU, and Shengfeng HE Conference Proceeding Article
From continuity to editability: Inverting GANs with consecutive images, Yangyang XU, Yong DU, Wenpeng XIAO, Xuemiao XU, and Shengfeng HE Conference Proceeding Article
HoloBoard: A large-format immersive teaching board based on pseudo HoloGraphics, Jiangtao GONG, Teng HAN, Siling GUO, Jiannan LI, Siyu ZHA, Liuxin ZHANG, Feng TIAN, Qianying WANG, and Yong RUI Conference Proceeding Article
Improving the performance of transportation networks: A semi-centralized pricing approach, Zhiguang CAO, Hongliang GUO, Wen SONG, Kaizhou GAO, Liujiang KANG, Xuexi ZHANG, and Qilun WU Journal Article
Integrated discourse analysis & learning skills framework for class conversations, Devyn Wei Hung TAN; GOTTIPATI Swapna; Kyong Jin SHIM; and SHANKARARAMAN, Venky Conference Proceeding Article
Interactive probing of multivariate time series prediction models: A case of freight rate analysis, Haonan XU, Haotian LI, and Yong WANG Conference Poster
Latent class analysis for identifying subclasses of depression using JMP Pro 16, KARISHMA YADAV, Fei Fei Sue-ann SEET, Tin Seong KAM, and Tin Seong KAM Conference Paper
Learning to adversarially blur visual object tracking, Qing GUO, Ziyi CHENG, Felix JUEFEI-XU, Lei MA, Xiaofei XIE, Yang LIU, and Jianjun ZHAO Conference Proceeding Article
Links do matter: Understanding the drivers of developer interactions in software ecosystems, Subhajit DATTA, Amrita BHATTACHARJEE, and Subhashis MAJUMDER Conference Proceeding Article
Measuring data collection diligence for community healthcare, Galawala Ramesha Samurdhi KARUNASENA, M. S. AMBIYA, Arunesh SINHA, R. NAGAR, S. DALAL, ABDULLAH. H., D. THAKKAR, D. NARAYANAN, and M. TAMBE Conference Proceeding Article
Mining informal & short student self-reflections for detecting challenging topics: A learning outcomes insight dashboard, De Lin ONG, GOTTIPATI Swapna, Siaw Ling LO, and Venky SHANKARARAMAN Conference Proceeding Article
Missing data imputation for solar yield prediction using temporal multi-modal variational auto-encoder, Meng SHEN, Huaizheng ZHANG, Yixin CAO, Fan YANG, and Yonggang WEN Conference Proceeding Article
MLCatchUp: Automated update of deprecated machine-learning APIs in Python, Stefanus AGUS HARYONO, Thung Ferdian, David LO, Julia LAWALL, and Lingxiao JIANG Conference Proceeding Article
Multi-modal recommender systems: Hands-on exploration, Quoc Tuan TRUONG, Aghiles SALAH, and Hady W. LAUW Conference Proceeding Article
Multi-modal recommender systems: Hands-on exploration, Quoc Tuan TRUONG, Aghiles SALAH, and Hady Wirawan LAUW Conference Proceeding Article
NOAHQA: Numerical reasoning with interpretable graph question answering dataset, Qiyuan ZHANG, Lei WANG, Sicheng YU, Shuohang WANG, Yang WANG, Jing JIANG, and Ee-peng LIM Working Paper
ObliComm: Towards building an efficient oblivious communication system, Pengfei WU, Robert H. DENG, Qingni SHEN, Ximeng LIU, Qi LI, and Zhonghai WU Journal Article
Occluded person re-identification with single-scale global representations, Cheng YAN, Guansong PANG, Jile JIAO, Xiao BAI, Xuetao FENG, and Chunhua SHEN Conference Proceeding Article
Online learning: A comprehensive survey, Steven C. H. HOI, Doyen SAHOO, Jing LU, and Peilin ZHAO Journal Article
On the usability (in)security of in-app browsing interfaces in mobile apps, Zicheng ZHANG, Daoyuan WU, Lixiang LI, and Debin GAO Conference Proceeding Article
Prediction of synthetic lethal interactions in human cancers using multi-view graph auto-encoder, Zhifeng HAO, Di WU, Yuan FANG, Min WU, Ruichu CAI, and Xiaoli LI Journal Article
Privacy-preserving voluntary-tallying leader election for Internet of Things, Tong WU, Guomin YANG, Liehuang ZHU, and Yulin WU Journal Article
Quantum computing: Computational excellence for Society 5.0, Paul R. GRIFFIN, Michael BOGUSLAVSKY, Junye HUANG, Robert J. KAUFFMAN, and Brian R. TAN Book Chapter
Quantum-inspired algorithm for vehicle sharing problem, Whei Yeap SUEN, Chun Yat LEE, and Hoong Chuin LAU Conference Proceeding Article
Revocable policy-based Chameleon hash, Shengmin XU, Jianting NING, Jinhua MA, Guowen XU, Jiaming YUAN, and Robert H. DENG Conference Proceeding Article
Route tapestries: Navigating 360° virtual tour videos using slit-scan visualizations, Jiannan LI, Jiahe LYU, Maurício SOUSA, Ravin BALAKRISHNAN, Anthony TANG, and Tovi GROSSMAN Conference Proceeding Article
Self-regulation for semantic segmentation, Dong ZHANG, Hanwang ZHANG, Jinhui TANG, Xian-Sheng HUA, and Qianru SUN Conference Proceeding Article
Smart contract development: Challenges and opportunities, Weiqin ZOU, David LO, Pavneet Singh KOCHHAR, Xuan-Bach D. LE, Xin XIA, Yang FENG, Zhenyu CHEN, and Baowen XU Journal Article
SolarSLAM: Battery-free loop closure for Indoor localisation, Bo WEI, Weitao XU, Chengwen LUO, Guillaume ZOPPI, Dong MA, and Sen WANG Conference Proceeding Article
SyLPEnIoT: Symmetric lightweight predicate encryption for data privacy applications in IoT environments, Tran Viet Xuan PHUONG, Willy SUSILO, Guomin YANG, Jongkil KIM, YangWai CHOW, and Dongxi LIU Conference Proceeding Article
Target-guided emotion-aware chat machine, Wei WEI, Jiayi LIU, Xianling MAO, Guibing GUO, Feida ZHU, Pan ZHOU, Yuchong HU, and Shanshan FENG Journal Article
TaxThemis: Interactive mining and exploration of suspicious tax evasion group, Yating LIN, Kamkwai WONG, Yong WANG, Rong ZHANG, Bo DONG, Huamin QU, and Qinghua ZHENG Journal Article
The efficacy of collaborative authoring of video scene descriptions, Rosiana NATALIE, Jolene Kar Inn LOH, Huei Suen TAN, Joshua Shi-hao TSENG, Ian Luke Yi-ren CHAN, Ebrima H. JARJUE, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article
Token shift transformer for video classification, ZHANG Hao, Yanbin. HAO, and Chong-wah NGO Conference Proceeding Article
Towards enriching responses with crowd-sourced knowledge for task-oriented dialogue, Yingxu HE, Lizi LIAO, Zheng ZHANG, and Tat-Seng CHUA Conference Proceeding Article
Towards source-aligned variational models for cross-domain recommendation, Aghiles SALAH, Thanh-Binh TRAN, and Hady W. LAUW Conference Proceeding Article
TradAO: A visual analytics system for trading algorithm optimization, Ka Wing TSANG, Haotian LI, Fuk Ming LAM, Yifan MU, Yong WANG, and Huamin QU Conference Proceeding Article
Transporting causal mechanisms for unsupervised domain adaptation, Zhongqi YUE, Qianru SUN, Xian-Sheng HUA, and Hanwang ZHANG Conference Proceeding Article
Uncovering patterns in reviewers' feedback to scene description authors, Rosiana NATALIE, Jolene Kar Inn LOH, Huei Suen TAN, Joshua Shi-hao TSENG, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article
Uncovering patterns in reviewers’ feedback to scene description authors, Rosiana NATALIE, Jolene Kar Inn LOH, Huei Suen TAN, Joshua Shi-hao TSENG, and Kotaro HARA Conference Proceeding Article
Using role play to develop an empathetic mindset in executive education, Siu Loon HOE and Tamsin GREULICH-SMITH Journal Article
Visilence: An interactive visualization tool for error resilience analysis, Shaolun RUAN, Yong WANG, and Qiang GUAN Conference Poster
Visionary caption: Improving the accessibility of presentation slides through highlighting visualization, Carmen Ji Yan YIP, Jie Mi CHONG, Sin Yee KWEK, Yong WANG, and Kotaro HARA Conference Proceeding Article
Weakly-supervised video anomaly detection with contrastive learning of long and short-range temporal features, Yu TIAN, Guansong PANG, Yuanhong CHEN, Rajvinder SINGH, Johan W. VERJANS, and Gustavo CARNEIRO Conference Proceeding Article
Deep reinforcement learning for solving the heterogeneous capacitated vehicle routing problem, Jingwen LI, Yining MA, Ruize GAO, Zhiguang CAO, Andrew LIM, Wen SONG, and Jie ZHANG Journal Article
Adversarial attacks and mitigation for anomaly detectors of cyber-physical systems, Yifan JIA, Jingyi WANG, Christopher M. POSKITT, Sudipta CHATTOPADHYAY, Jun SUN, and Yuqi CHEN Journal Article