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Research Collection School of Computing and Information Systems

The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

Submissions from 2020 2020

Meta-learning on heterogeneous information networks for cold-start recommendation, Yuanfu LU, Yuan FANG, and Chuan SHI Conference Proceeding Article

Off-policy reinforcement learning for efficient and effective GAN architecture search, Tian YUAN, Wang QIN, Zhiwu HUANG, Wen LI, Dengxin DAI, Minghao YANG, Jun WANG, and Olga FINK Conference Proceeding Article

Prevalence, Contents and Automatic Detection of KL-SATD, Leevi RANTALA, Mika MANTYLA, and David LO Conference Proceeding Article

Privacy preserving search services against online attack, Yi ZHAO, Jianting NIAN, Kaitai LIANG, Yanqi ZHAO, Liqun CHEN, and Bo YANG Journal Article

Refactoring from 9 to 5? What and when employees and volunteers contribute to OSS, Luiz Felipe DIAS, Caio BARBOSA, Gustavo PINTO, Igor STEINMACHER, Baldoino FONSECA, Márcio RIBEIRO, Christoph TREUDE, and Daniel Alencar DA COSTA Conference Proceeding Article

Rethinking pruning for accelerating deep inference at the edge, Dawei GAO, Xiaoxi HE, Zimu ZHOU, Yongxin TONG, Ke XU, and Lothar THIELE Conference Proceeding Article

Social participation performance of wheelchair users using clustering and geolocational sensor's data, Yukun YIN and Kar Way TAN Conference Proceeding Article

SPARK: Spatial-aware online incremental attack against visual tracking, Qing GUO, Xiaofei XIE, Felix JUEFEI-XU, Lei MA, Zhongguo LI, Wanli XUE, Wei FENG, and Yang LIU Conference Proceeding Article

TENet: Triple Excitation Network for video salient object detection, Sucheng REN, Chu HAN, Xin YANG, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

NLC: Natural Light Communication using switchable glass, Changshuo HU, Dong MA, Mahbub HASSAN, and Wen HU Conference Proceeding Article

Acceleration for compressed gradient descent in distributed and federated optimization, Zhize LI, Dmitry KOVALEV, Xun QIAN, and Peter RICHTARIK Conference Proceeding Article

Active fuzzing for testing and securing cyber-physical systems, Yuqi CHEN, Bohan XUAN, Christopher M. POSKITT, Jun SUN, and Fan ZHANG Conference Proceeding Article

Adaptive large neighborhood search for vehicle routing problem with cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Pieter VANSTEENWEGEN, and Vincent F. YU Conference Proceeding Article

Answer ranking for product-related questions via multiple semantic relations modeling, Wenxuan ZHANG, Yang DENG, and Wai LAM Conference Proceeding Article

A systematic media frame analysis of 1.5 million New York Times articles from 2000 to 2017, Haewoon KWAK and Jisun AN Conference Proceeding Article

Automated synthesis of local time requirement for service composition, Étienne ANDRÉ, Tian Huat TAN, Manman CHEN, Shuang LIU, Jun SUN, Yang LIU, and Jin Song DONG Journal Article

Automatic Android deprecated-API usage update by learning from single updated example, Stefanus A. HARYONO, Ferdian THUNG, Hong Jin KANG, Lucas SERRANO, Gilles MULLER, Julia LAWALL, David LO, and Lingxiao JIANG Conference Proceeding Article

BiANE: Bipartite Attributed Network Embedding, Wentao HUANG, Yuchen LI, Yuan FANG, Ju FAN, and Hongxia YANG Conference Proceeding Article

Big data, spatial optimization, and planning, Kai CAO, Wenwen LI, and Richard CHURCH Editorial

Bridging hierarchical and sequential context modeling for question-driven extractive answer summarization, Yang DENG, Wenxuan ZHANG, Yaliang LI, Min YANG, Wai LAM, and Ying SHEN Conference Proceeding Article

CAMPS: Efficient and privacy-preserving medical primary diagnosis over outsourced cloud, Jianfeng HUA, Guozhen SHI, Hui ZHU, Fengwei WANG, Ximeng LIU, and Hao LI Journal Article

Deep learning of facial embeddings and facial landmark points for the detection of academic emotions, Hua Leong FWA Conference Proceeding Article

Designing leakage-resilient password entry on head-mounted smart wearable glass devices, Yan LI, Yao CHENG, Wenzhi MENG, Yingjiu LI, and Robert H. DENG Journal Article

Expertise style transfer: A new task towards better communication between experts and laymen, Yixin CAO, Ruihao SHUI, Liangming PAN, Min-Yen KAN, Zhiyuan LU, and Tat-Seng CHUA Conference Proceeding Article

Exploring duality in visual question-driven top-down saliency, Shengfeng HE, Chu HAN, Guoqiang HAN, and Jing QIN Journal Article

Geoprune: Efficiently matching trips in ride-sharing through geometric properties, Yixin XU, Jianzhong QI, and Renata BOROVICA-GAJIC Conference Proceeding Article

Global PAC bounds for learning discrete time Markov chains, Hugo BAZILLE, Blaise GENEST, Cyrille JEGOUREL, and Jun SUN Conference Proceeding Article

Graph-to-tree learning for solving math word problems, Jipeng ZHANG, Lei WANG, Roy Ka-Wei LEE, Yi BIN, Yan WANG, Jie SHAO, and Ee-peng LIM Conference Proceeding Article

How are deep learning models similar? An empirical study on clone analysis of deep learning software, Xiongfei WU, Liangyu QIN, Bing YU, Xiaofei XIE, Lei MA, Yinxing XUE, Yang LIU, and Jianjun ZHAO Conference Proceeding Article

Hybrid stochastic-deterministic minibatch proximal gradient: Less-than-single-pass optimization with nearly optimal generalization, Pan ZHOU and Xiaotong YUAN Conference Proceeding Article

Improving event detection via open-domain event trigger knowledge, Meihan TONG, Bin XU, Shuai WANG, Yixin CAO, Lei HOU, Juanzi LI, and Jun XIE Conference Proceeding Article

Improving multimodal named entity recognition via entity span detection with unified multimodal transformer, Jianfei YU, Jing JIANG, Li YANG, and Rui XIA Conference Proceeding Article

Interactive entity linking using entity-word representations, Pei Chi LO and Ee-Peng LIM Conference Proceeding Article

Keen2Act: Activity recommendation in online social collaborative platforms, Roy Ka-Wei LEE, Thong HOANG, Richard J. OENTARYO, and David LO Conference Proceeding Article

Lightweight and privacy-aware fine-grained access control for IoT-oriented smart health, Jianfei SUN, Hu XIONG, Ximeng LIU, Yinghui ZHANG, Xuyun NIE, and Robert H. DENG Journal Article

Mining and predicting micro-process patterns of issue resolution for open source software projects, Yiran WANG, Jian CAO, and David LO Conference Proceeding Article

Next-term grade prediction: A machine learning approach, Audrey Tedja WIDJAJA, Lei WANG, Nghia TRUONG TRONG, Aldy GUNAWAN, and Ee-peng LIM Conference Proceeding Article

ObjSim: Efficient testing of cyber-physical systems, Jun SUN and Zijiang YANG Conference Proceeding Article

Optimising the fit of stack overflow code snippets into existing code, Brittany REID, Christoph TREUDE, and Markus WAGNER Conference Proceeding Article

Privacy-enhanced remote data integrity checking with updatable timestamp, Tong WU, Guomin YANG, Yi MU, Rongmao CHEN, and Shengmin XU Journal Article

Probabilistic Value Selection for Space Efficient Model, Gunarto Sindoro NJOO, Baihua ZHENG, Kuo-Wei HSU, and Wen-Chih PENG Conference Proceeding Article

psc2code: Denoising code extraction from programming screencasts, Lingfeng BAO, Zhenchang XING, Xin XIA, David LO, Minghui WU, and Xiaohu YANG Journal Article

Query graph generation for answering multi-hop complex questions from knowledge bases, Yunshi LAN and Jing JIANG Conference Proceeding Article

Recovering fitness gradients for interprocedural Boolean flags in search-based testing, Yun LIN, Jun SUN, Gordon FRASER, Ziheng XIU, Ting LIU, and Jin Song DONG Conference Proceeding Article

Search me in the dark: Privacy-preserving Boolean range query over encrypted spatial data, Xiangyu WANG, Jianfeng MA, Ximeng LIU, Robert H. DENG, Yinbin MIAO, Dan ZHU, and Zhuoran MA Conference Proceeding Article

Semi-supervised co-clustering on attributed heterogeneous information networks, Yugang JI, Chuan SHI, Yuan FANG, Xiangnan KONG, and Mingyang YIN Journal Article

Sentiment analysis over collaborative relationships in open source software projects, Lingjia LI, Jian CAO, and David LO Conference Proceeding Article

Skin-MIMO: Vibration-based MIMO communication over human skin, Dong MA, Yuezhong WU, Ming DING, Mahbub HASSAN, and Wen HU Conference Proceeding Article

SPINFER: Inferring semantic patches for the Linux kernel, Lucas SERRANO, Van-Anh NGUYEN, Ferdian THUNG, Lingxiao JIANG, David LO, Julia LAWALL, and Gilles MULLER Conference Proceeding Article

The prediction of delay time at intersection and route planning for autonomous vehicles, Genwang GOU, Yongxin ZHAO, Jiawei LIANG, and Ling SHI Conference Proceeding Article

Towards an optimal outdoor advertising placement: When a budget constraint meets moving trajectories, Ping ZHANG, Zhifeng BAO, Yuchen LI, Guoliang LI, Yipeng ZHANG, and Zhiyong PENG Journal Article

Trajectory similarity learning with auxiliary supervision and optimal matching, Hanyuan ZHANG, Xingyu ZHANG, Qize JIANG, Baihua ZHENG, Zhenbang SUN, Weiwei SUN, and Changhu WANG Conference Proceeding Article

Tree-augmented cross-modal encoding for complex-query video retrieval, Xun YANG, Jianfeng DONG, Yixin CAO, Xun WANG, Meng WANG, and Tat-Seng CHUA Conference Proceeding Article

What was written vs. Who read it: News media profiling using text analysis and social media context, Ramy BALY, Georgi KARADZHOV, Jisun AN, Haewoon KWAK, Yoan DINKOV, Ahmed ALI, James GLASS, and Preslav. NAKOV Conference Proceeding Article

Image captioning via semantic element embedding, Xiaodan ZHANG, Shengfeng HE, Xinhang SONG, Rynson W.H. LAU, Jianbin JIAO, and Qixiang YE Journal Article

Secure decision making with arbitrarily malicous recommendations, Dongxia WANG, Tim MULLER, and Jun SUN Conference Proceeding Article

Adaptive loss-aware quantization for multi-bit networks, Zhongnan QU, Zimu ZHOU, Yun CHENG, and Lothar THIELE Conference Proceeding Article

A machine learning approach for vulnerability curation, Yang CHEN, Andrew E. SANTOSA, Ming Yi ANG, Abhishek SHARMA, Asankhaya SHARMA, and David LO Conference Proceeding Article

A new framework for privacy-preserving biometric-based remote user authentication, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Nan LI, Pengfei WU, and Anyi LIU Journal Article

An extended framework of privacy-preserving computation with flexible access control, Wenxiu DING, Rui HU, Zheng YAN, Xinren QIAN, Robert H. DENG, Laurence T. YANG, and Mianxiong DONG Journal Article

CC2Vec: Distributed representations of code changes, Thong HOANG, Hong Jin KANG, Julia LAWALL, and David LO Conference Proceeding Article

Context-aware and scale-insensitive temporal repetition counting, Huaidong ZHANG, Xuemiao XU, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

Cookgan: Causality based text-to-image synthesis, Bin ZHU and Chong-wah NGO Conference Proceeding Article

Don't hit me! glass detection in real-world scenes, Haiyang MEI, Xin YANG, Yang WANG, Yuanyuan LIU, Shengfeng HE, Qiang ZHANG, Xiaopeng WEI, and Rynson W.H. LAU Conference Proceeding Article

Editing-enabled signatures: A new tool for editing authenticated data, Binanda SENGUPTA, Yingjiu LI, Yangguang TIAN, and Robert H. DENG Journal Article

Empirical evaluation of three common assumptions in building political media bias datasets, Soumen GANGULY, Juhi KULSHRESTHA, Jisun AN, and Haewoon KWAK Conference Proceeding Article

Exploring category-agnostic clusters for open-set domain adaptation, Yingwei PAN, Ting YAO, Yehao LI, Chong-wah NGO, and Tao MEI Conference Proceeding Article

Goods consumed during transit in split delivery vehicle routing problems: Modeling and solution, Wenzhe YANG, Di WANG, Wei PANG, Ah-Hwee TAN, and You ZHOU Journal Article

GPU-accelerated subgraph enumeration on partitioned graphs, Wentian GUO, Yuchen LI, Mo SHA, Bingsheng HE, Xiaokui XIAO, and Kian-Lee TAN Conference Proceeding Article

Hyperbolic visual embedding learning for zero-shot recognition, Shaoteng LIU, Jingjing CHEN, Liangming PAN, Chong-wah NGO, Tat-Seng CHUA, and Yu-Gang JIANG Conference Proceeding Article

Is using deep learning frameworks free?: Characterizing technical debt in deep learning frameworks, Jiakun LIU, Qiao HUANG, Xin XIA, Emad SHIHAB, David LO, and Shanping LI Conference Proceeding Article

Knowledge enhanced neural fashion trend forecasting, Yunshan MA, Yujuan DING, Xun YANG, Lizi LIAO, Wai Keung WONG, and Tat-Seng CHUA Conference Proceeding Article

Learning transferable deep convolutional neural networks for the classification of bacterial virulence factors, Dandan ZHENG, Guansong PANG, Bo LIU, Lihong CHEN, and Jian YANG Journal Article

Maximum a posteriori estimation for information source detection, Biao CHANG, Enhong CHEN, Feida ZHU, Qi LIU, and Tong XU Journal Article

Mnemonics training: Multi-class incremental learning without forgetting, Yaoyao LIU, Yuting SU, An-An LIU, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article

NTIRE 2020 challenge on video quality mapping: Methods and results, D. FUOLI, Zhiwu HUANG, M. DANELLJAN, R. TIMOFTE, H. WANG, L. JIN, D. SU, J. LIU, J. LEE, M. KUDELSKI, L. BALA, D. HRYBOY, M. MOZEJKO, M. LI, S. LI, B. PANG, C. LU, LI C., HE D., and LI F. Conference Proceeding Article

Provably robust decisions based on potentially malicious sources of information, Tim MULLER, Dongxia WANG, and Jun SUN Conference Proceeding Article

Revisiting supervised and unsupervised methods for effort-aware cross-project defect prediction, Chao NI, Xin XIA, David LO, Xiang CHEN, and Qing GU Journal Article

Secure server-aided data sharing clique with attestation, Yujue WANG, Hwee Hwa PANG, Robert H. DENG, Yong DING, Qianhong WU, Bo QIN, and Kefeng FAN Journal Article

Self-trained deep ordinal regression for end-to-end video anomaly detection, Guansong PANG, Cheng YAN, Chunhua SHEN, Anton Van Den HENGEL, and Xiao BAI Conference Proceeding Article

Sensing, computing, and communications for energy harvesting IoTs: A survey, Dong MA, Guohao LAN, Mahbub HASSAN, Wen HU, and Sajal K. DAS Journal Article

Talk like somebody is watching: Understanding and supporting novice live streamers, Terrance MOK, Colin Matthew AU YUENG, Anthony TANG, and Lora OEHLBERG Conference Poster

Towards distributed node similarity search on graphs, Tianming ZHANG, Yunjun GAO, Baihua ZHENG, Lu CHEN, Shiting WEN, and Wei GUO Journal Article

Transferring and regularizing prediction for semantic segmentation, Yiheng ZHANG, Zhaofan QIU, Ting YAO, Chong-wah NGO, Dong LIU, and Tao MEI Conference Proceeding Article

Understanding Android VoIP security: A system-level vulnerability assessment, En HE, Daoyuan WU, and Robert H. DENG Conference Proceeding Article

Visual Commonsense R-CNN, Tan WANG, Jianqiang HUANG, Hanwang ZHANG, and Qianru SUN Conference Proceeding Article

Visual commonsense representation learning via causal inference, Tan WANG, Jianqiang HUANG, Hanwang ZHANG, and Qianru SUN Conference Proceeding Article

A 2020 perspective on "Client risk informedness in brokered cloud services: An experimental pricing study", Di SHANG and Robert J. KAUFFMAN Journal Article

A 2020 perspective on "How to derive causal insights for digital commerce in China? A research commentary on computational social science methods", David C. W. PHANG Journal Article

A fully distributed hierarchical attribute-based encryption scheme, Ali Mohammad, Javad MOHAJERI, Ximeng LIU, and Ximeng LIU Journal Article

A lightweight privacy-preserving CNN feature extraction framework for mobile sensing, Kai HUANG, Ximeng LIU, Shaojing FU, Deke GUO, and Ming XU Journal Article

A matheuristic algorithm for solving the vehicle routing problem with cross-docking, Aldy GUNAWAN, Audrey Tedja WIDJAJA, Pieter VANSTEENWEGEN, and Vincent F. YU Conference Proceeding Article

Assistance for target selection in mobile augmented reality, Vinod ASOKAN, Scott BATEMAN, and Anthony TANG Conference Proceeding Article

Automated identification of libraries from vulnerability data, Chen YANG, Andrew SANTOSA, Asankhaya SHARMA, and David LO Conference Proceeding Article

Beyond physical entrainment: Competitive and cooperative mental stances during identical joint-action tasks differently affect inter-subjective neural synchrony and judgments of agency, Philip S. CHO, Nicolas Escoffier, Yinan MAO, Christopher Green, and Richard C. DAVIS Journal Article

Chaff from the wheat: Characterizing and determining valid bug reports, Yuanrui FAN, Xin XIA, David LO, and Ahmed E. HASSAN Journal Article

Code duplication on stack overflow, Sebastian BALTES and Christoph TREUDE Conference Proceeding Article

Competitive ratios for online multi-capacity ridesharing, Meghna LOWALEKAR, Pradeep VARAKANTHAM, and Patrick JAILLET Conference Proceeding Article

Cornac: A comparative framework for multimodal recommender systems, Aghiles SALAH, Quoc Tuan TRUONG, and Hady W. LAUW Journal Article

Early detection of mild cognitive impairment with in-home sensors to monitor behavior patterns in community-dwelling senior citizens in Singapore: Cross-sectional feasibility study, Iris Rawtaer, Rathi Mahendran, Ee Heok Kua, Hwee-pink TAN, Hwee Xian TAN, Tih-Shih Lee, and Tze Pin Ng Journal Article