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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 2023 2023

Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration, Yang DENG, Lizi LIAO, Liang CHEN, Hongru WANG, Wenqiang LEI, and Tat-Seng CHUA Conference Proceeding Article

Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration, Yang DENG, Lizi LIAO, Liang CHEN, Hongru WANG, Wenqiang LEI, and Tat-Seng CHUA Conference Proceeding Article

Refinement-based Specification and Analysis of Multi-core ARINC 653 Using Event-B, Feng ZHANG, Leping ZHANG, Yongwang ZHAO, Yang LIU, and Jun SUN Journal Article

Reinforced target-driven conversational promotion, Huy Quang DAO, Lizi LIAO, Dung D. LE, and Yuxiang NIE Conference Proceeding Article

Robust prompt optimization for large language models against distribution shifts, Moxin LI, Wenjie WANG, Fuli FENG, Yixin CAO, Jizhi ZHANG, and Tat-Seng CHUA Conference Proceeding Article

Robust test selection for deep neural networks, Weifeng SUN, Meng YAN, Zhongxin LIU, and David LO Journal Article

ROME: Evaluating pre-trained vision-language models on reasoning beyond visual common sense, Kankan ZHOU, Eason LAI, Au Wei Bin YEONG, Kyriakos MOURATIDIS, and Jing JIANG Conference Proceeding Article

ScaleLong: Towards more stable training of diffusion model via scaling network long skip connection, Zhongzhan HUANG, Pan ZHOU, Shuicheng YAN, and Liang LIN Conference Proceeding Article

SDSS: Sequential Data Sharing System in IoT, Jianchang LAI, Willy SUSILO, Robert H. DENG, and Fuchun GUO Journal Article

Self-supervised pseudo 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, Rajvinder SINGH, and Gustavo CARNEIRO Journal Article

Software architecture in practice: Challenges and opportunities, Zhiyuan WAN, Yun ZHANG, Xin XIA, Yi JIANG, and David LO Conference Proceeding Article

Software composition analysis for vulnerability detection: An empirical study on Java projects, Lida ZHAO, Sen CHEN, Zhengzi XU, Lyuye ZHANG, Jiahui WU, Jun SUN, and Yang LIU Conference Proceeding Article

Spatial-temporal episodic memory modeling for ADLs: Encoding, retrieval, and prediction, Xinjing SONG, Di WANG, Chai Quek, Ah-hwee TAN, and Yanjiang Wang Journal Article

Sustainability projects with a community partner: A social norm nudging effort, Benjamin GAN, Thomas MENKHOFF, and Eng Lieh OUH Conference Proceeding Article

The value of official website information in the credit risk evaluation of SMEs, Cuiqing JIANG, Chang YIN, Qian TANG, and Zhao WANG Journal Article

Towards fine-grained task allocation with bilateral access control for intelligent transportation systems, Tong WU, Xiaochen MA, Chuan ZHANG, Ximeng LIU, Guomin YANG, and Liehuang ZHU Journal Article

Transformer-based Multi-Task Learning for crisis actionability extraction, Yuhao ZHANG, Siaw Ling LO, and Phyo Yi WIN MYINT Conference Proceeding Article

Truncated Affinity Maximization: One-class homophily modeling for graph anomaly detection, Hezhe QIAO and Guansong PANG Conference Proceeding Article

Unifying text, tables, and images for multimodal question answering, Haohao LUO, Ying SHEN, and Yang DENG Conference Proceeding Article

Video sentiment analysis for child safety, Yee Sen TAN, Nicole Anne Huiying TEO, Ezekiel En Zhe GHE, Jolie Zhi Yi FONG, and Zhaoxia WANG Conference Proceeding Article

Vision Paper: Advancing of AI explainability for the use of ChatGPT in government agencies: Proposal of a 4-step framework, Hui Shan LEE; SHANKARARAMAN, Venky; and Eng Lieh OUH Conference Proceeding Article

Vision paper: Advancing of AI explainability for the use of ChatGPT in government agencies: Proposal of a 4-step framework, Hui Shan LEE; SHANKARARAMAN, Venky; and Eng Lieh OUH Conference Proceeding Article

WSDMS: Debunk fake news via weakly supervised detection of misinforming sentences with contextualized social wisdom, Ruichao YANG, Wei GAO, Jing MA, Hongzhan LIN, and Zhiwei YANG Conference Proceeding Article

STDA: Secure Time Series Data Analytics with practical efficiency in wide-area network, Xiaoguo LI, HUANG Zixi, Bowen ZHAO, Guomin YANG, Tao XIANG, and Robert H. DENG Journal Article

An idealist’s approach for smart contract correctness, Duy Tai NGUYEN, Hong Long PHAM, Jun SUN, and Quang Loc LE Conference Proceeding Article

A survey on aspect-based sentiment analysis: Tasks, methods, and challenges, Wenxuan ZHANG, Xin LI, Yang DENG, Lidong BING, and Wai LAM Journal Article

CgT-GAN: CLIP-guided text GAN for image captioning, Jiarui YU, Haoran LI, Yanbin HAO, Bin ZHU, Tong XU, and Xiangnan HE Conference Proceeding Article

Complex knowledge base question answering: A survey, Yunshi LAN, Gaole HE, Jinhao JIANG, Jing JIANG, Zhao Wayne XIN, and Ji Rong WEN Journal Article

Constructing holistic spatio-temporal scene graph for video semantic role labeling, Yu ZHAO, Hao FEI, Yixin CAO, Bobo LI, Meishan ZHANG, Jianguo WEI, Min ZHANG, and Tat-Seng CHUA Conference Proceeding Article

Data provenance via differential auditing, Xin MU, Ming PANG, and Feida ZHU Journal Article

Demo abstract: VGGlass - Demonstrating visual grounding and localization synergy with a LiDAR-enabled smart-glass, Darshana RATHNAYAKE, Dulanga WEERAKOON, Meeralakshmi RADHAKRISHNAN, Vigneshwaran SUBBARAJU, Inseok HWANG, and Archan MISRA Conference Proceeding Article

Disentangling multi-view representations beyond inductive bias, Guanzhou KE, Yang YU, Guoqing CHAO, Xiaoli WANG, Chenyang XU, and Shengfeng HE Conference Proceeding Article

EditAnything: Empowering unparalleled flexibility in image editing and generation, Shanghua GAO, Zhijie LIN, Xingyu XIE, Pan ZHOU, Ming-Ming CHENG, and Shuicheng YAN Conference Proceeding Article

Faire: Repairing fairness of neural networks via neuron condition synthesis, Tianlin LI, Xiaofei XIE, Jian WANG, Qing GUO, Aishan LIU, Lei MA, and Yang LIU Journal Article

FollowupQG: Towards information-seeking follow-up question generation, Yan MENG, Liangming PAN, Yixin CAO, and Min-Yen KAN Conference Proceeding Article

GitHub Actions: The impact on the pull request process, Mairieli WESSEL, Joseph VARGOVICH, Marco GEROSA, and Christoph TREUDE Journal Article

Heterogeneous graph neural network with multi-view representation learning, Zezhi SHAO, Yongjun XU, Wei WEI, Fei WANG, Zhao ZHANG, and Feida ZHU Journal Article

Joint location and cost planning in maximum capture facility location under random utilities, Ngan H. DUONG, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article

KRover: A symbolic execution engine for dynamic kernel analysis, Pansilu Madhura Bhashana Pitigalaarachchi PITIGALA ARACHCHILLAGE, Xuhua DING, Haiqing QIU, Haoxin TU, Jiaqi HONG, and Lingxiao JIANG Conference Proceeding Article

LaF: Labeling-free model selection for automated deep neural network reusing, Qiang HU, Yuejun GUO, Xiaofei XIE, Maxime CORDY, Mike PAPADAKIS, and Yves Le TRAON Journal Article

Large-scale graph label propagation on GPUs, Chang YE, Yuchen LI, Bingsheng HE, Zhao LI, and Jianling SUN Journal Article

Leveraging long short-term user preference in conversational recommendation via multi-agent reinforcement learning, Yang DENG, Yaliang LI, Bolin DING, and Wai LAM Journal Article

MATK: The Meme Analytical Tool Kit, Ming Shan HEE, Aditi KUMARESAN, Nguyen Khoi HOANG, Nirmalendu PRAKASH, Rui CAO, and Roy Ka-Wei LEE Conference Proceeding Article

MetaFormer baselines for vision, Weihao YU, Chenyang SI, Pan ZHOU, Mi LUO, Yichen ZHOU, Jiashi FENG, Shuicheng YAN, and Xinchao WANG Journal Article

Multimodal fashion knowledge extraction as captioning, Yifei YUAN, Wenxuan ZHANG, Yang DENG, and Wai LAM Conference Proceeding Article

NPF-200: A multi-modal eye fixation dataset and method for non-photorealistic videos, Ziyu YANG, Sucheng REN, Zongwei WU, Nanxuan ZHAO, Junle WANG, Jing QIN, and Shengfeng HE Journal Article

On the sustainability of deep learning projects: Maintainers' perspective, Junxiao HAN, Jiakun LIU, David LO, Chen ZHI, Yishan CHEN, and Shuiguang DENG Journal Article

Opportunities for spatial database research in the context of preference queries, Kyriakos MOURATIDIS Conference Proceeding Article

Partial annotation-based video moment retrieval via iterative learning, Wei JI, Renjie LIANG, Lizi LIAO, Hao FEI, and Fuli FENG Conference Proceeding Article

PPDF: A Privacy-Preserving Cloud-Based Data Distribution System with filtering, Yudi ZHANG, Willy SUSILO, Fuchun GUO, and Guomin YANG Journal Article

Privacy-preserving arbitrary geometric range query in mobile Internet of Vehicles, Yinbin MIAO, Lin SONG, Xinghua LI, Hongwei LI, Kim-Kwang Raymond CHOO, and Robert H. DENG Journal Article

Privacy-Preserving Bloom Filter-Based Keyword Search Over Large Encrypted Cloud Data, Yanrong LIANG, Jianfeng MA, Yinbin MIAO, Da KUANG, Xiangdong MENG, and Robert H. DENG Journal Article

Pro-Cap: Leveraging a frozen vision-language model for hateful meme detection, Rui CAO, Ming Shan HEE, Adriel KUEK, Wen Haw CHONG, Roy Ka-Wei LEE, and Jing JIANG Conference Proceeding Article

QuantumEyes: Towards better interpretability of quantum circuits, Shaolun RUAN, Qiang GUAN, Paul GRIFFIN, Ying MAO, and Yong WANG Journal Article

Rethinking conversational agents in the era of large language models: Proactivity, non-collaborativity, and beyond, Yang DENG, Wenqiang LEI, Minlie HUANG, and Tat-Seng CHUA Conference Proceeding Article

Revisiting disentanglement and fusion on modality and context in conversational multimodal emotion recognition, Bobo LI, Hao FEI, Lizi LIAO, Yu ZHAO, Chong TENG, Tat-Seng CHUA, Donghong Ji, and Fei LI Conference Proceeding Article

Robust maximum capture facility location under random utility maximization models, Tien Thanh DAM, Thuy Anh TA, and Tien MAI Journal Article

Spatial data management for green mobility, Christophe Claramunt, Christine Bassem, Demetrios Zeinalipour-Yazti, Baihua ZHENG, Goce Trajcevski, and Kristian Torp Conference Proceeding Article

Towards LLM-based fact verification on news claims with a hierarchical step-by-step prompting method, Xuan ZHANG and Wei GAO Conference Proceeding Article

Turn-it-up: Rendering resistance for knobs in virtual reality through undetectable pseudo-haptics, Martin FEICK, Andre ZENNER, Oscar ARIZA, Anthony TANG, Cihan BIYIKLI, and Antonio KRUGER Conference Proceeding Article

TypeSqueezer: When static recovery of function signatures for binary executables meets dynamic analysis, Ziyi LIN, Jinku LI, Bowen LI, Haoyu MA, Debin GAO, and Jianfeng MA Conference Proceeding Article

Understanding the impact of trade policy effect uncertainty on firm-level innovation investment: A deep learning approach, Daniel. CHEN, Nan HU, Peng. LIANG, and Morgan. SWINK Journal Article

VoxelHap: A toolkit for constructing proxies providing tactile and kinesthetic haptic feedback in virtual reality, M. FEICK, C. BIYIKLI, K. GANI, A. WITTIG, Anthony TANG, and A. KRÜGER Conference Proceeding Article

Achieving efficient and privacy-preserving neural network training and prediction in cloud environments, Chuan ZHANG, Chenfei HU, Tong WU, Liehuang ZHU, and Ximeng LIU Journal Article

Policy-Based Remote User Authentication From Multi-Biometrics, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Guomin YANG, and Nan LI Journal Article

Surgical activity triplet recognition via triplet disentanglement, Yiliang CHEN, Shengfeng HE, Yueming JIN, and Jing QIN Conference Proceeding Article

Anomaly detection under distribution shift, Tri CAO, Jiawen ZHU, and Guansong PANG Conference Proceeding Article

Boosting adversarial training in safety-critical systems through boundary data selection, Yifan JIA, Christopher M. POSKITT, Peixin ZHANG, Jingyi WANG, Jun SUN, and Sudipta CHATTOPADHYAY Journal Article

CIRI: Curricular inactivation for residue-aware one-shot video inpainting, Weiying ZHENG, Cheng XU, Xuemiao XU, Wenxi LIU, and Shengfeng HE Conference Proceeding Article

Configuring timing parameters to ensure execution-time opacity in timed automata, Étienne André, Engel Lefaucheux, Didier Lime, Dylan Marinho, and Jun SUN Conference Proceeding Article

Constructing cyber-physical system testing suites using active sensor fuzzing, Fan. ZHANG, Qianmei. WU, Bohan. XUAN, Yuqi. CHEN, Wei. LIN, Christopher M. POSKITT, Jun SUN, and Binbin. CHEN Journal Article

Decentralized multimedia data sharing in IoV: A learning-based equilibrium of supply and demand, Jiani FAN, Minrui XU, Jiale GUO, Lwin Khin SHAR, Jiawen KANG, Dusit NIYATO, and Kwok-Yan LAM Journal Article

Deep Reinforcement Learning With Explicit Context Representation, Francisco Munguia-Galeano, Ah-hwee TAN, and Ze JI Journal Article

Deep video demoireing via compact invertible dyadic decomposition, Yuhui QUAN, Haoran HUANG, Shengfeng HE, and Ruotao XU Conference Proceeding Article

Designing a human-centered intelligent system to monitor & explain abnormal patterns of older adults, Min Hun LEE, Daniel P. Siewiorek, and Alexandre Bernardino Conference Proceeding Article

DexBERT: Effective, task-agnostic and fine-grained representation learning of Android bytecode, Tiezhu SUN, Kevin ALLIX, Kisub KIM, Xin ZHOU, Dongsun KIM, David LO, Tegawendé F. BISSYANDE, and Jacques KLEIN Journal Article

Diffuse3D: Wide-angle 3D photography via bilateral diffusion, Yutao JIANG, Yang ZHOU, Yuan LIANG, Wenxi LIU, Jianbo JIAO, Yuhui QUAN, and Shengfeng HE Conference Proceeding Article

Economic policy uncertainty and imitation behaviors of corporate social responsibility practices: Evidence from China, Xingnan XUE and Nan HU Journal Article

Experiences of autistic Twitch livestreamers: “I have made easily the most meaningful and impactful relationships”, Terrance MOK, Anthony TANG, Adam MCCRIMMON, and Lora OEHLBERG Conference Proceeding Article

Feature prediction diffusion model for video anomaly detection, Cheng YAN, Shiyu ZHANG, Yang LIU, Guansong PANG, and Wenjun WANG Conference Proceeding Article

FlaCGEC: A Chinese grammatical error correction dataset with fine-grained linguistic annotation, Hanyue DU, Yike ZHAO, Qingyuan TIAN, Jiani WANG, Lei WANG, Yunshi LAN, and Xuesong LU Conference Proceeding Article

Hallucination detection: Robustly discerning reliable answers in Large Language Models, Yuyuan CHEN, Qiang FU, Yichen YUAN, Zhihao WEN, Ge FAN, Dayiheng LIU, Dongmei ZHANG, Zhixu LI, and Yanghua XIAO Conference Proceeding Article

HRGCN: Heterogeneous graph-level anomaly detection with hierarchical relation-augmented graph neural networks, Jiaxi LI, Guansong PANG, Ling CHEN, and Mohammad-Reza NAMAZI-RAD Conference Proceeding Article

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction, Jiabang HE, Lei WANG, Yi HU, Ning LIU, Hui LIU, Xing XU, and Heng Tao SHEN Conference Proceeding Article

Instance-specific algorithm configuration via unsupervised deep graph clustering, Wen SONG, Yi LIU, Zhiguang CAO, Yaoxin WU, and Qiqiang LI Journal Article

Invariant training 2D-3D joint hard samples for few-shot point cloud recognition, Xuanyu YI, Jiajun DENG, Qianru SUN, Xian-Sheng HUA, Joo-Hwee LIM, and Hanwang ZHANG Conference Proceeding Article

Learning provably stabilizing neural controllers for discrete-time stochastic systems, Matin ANSARIPOUR, Krishnendu CHATTERJEE, A. Thomas HENZINGER, Mathias LECHNER, and Dorde ZIKELIC Conference Proceeding Article

Masked diffusion transformer is a strong image synthesizer, Shanghua GAO, Pan ZHOU, Ming-Ming CHENG, and Shuicheng YAN Conference Proceeding Article

Multi-representation Variational Autoencoder via iterative latent attention and implicit differentiation, Nhu Thuat TRAN and Hady Wirawan LAUW Conference Proceeding Article

ObjectFusion: Multi-modal 3D object detection with object-centric fusion, Q. CAI, Y. PAN, T. YAO, Chong-wah NGO, and T. MEI Conference Proceeding Article

Owner-free Distributed Symmetric Searchable Encryption supporting Conjunctive queries, Qiuyun TONG, Xinghua LI, Yinbin MIAO, Yunwei WANG, Ximeng LIU, and Robert H. DENG Journal Article

PosMLP-Video: Spatial and temporal relative position encoding for efficient video recognition, Yanbin HAO, Diansong ZHOU, Zhicai WANG, Chong-wah NGO, Xiangnan HE, and Meng WANG Working Paper

PRI: PCH-based privacy-preserving with reusability and interoperability for enhancing blockchain scalability, Yuxian LI; Jian WENG; Wei WU; Ming LI; Yingjiu LI; Haoxin TU; Yongdong WU; and DENG, Robert H. Journal Article

PriRPT: Practical blockchain-based privacy-preserving reporting system with rewards, Rui. SHI, Yang YANG, Huamin. FENG, Feng. YUAN, Huiqin. XIE, and Jianyi. ZHANG Journal Article

Problems in microservice development: supporting visualisation, Oscar MANGLARAS, Alex FARKAS, Peter FULE, Christoph TREUDE, and Markus WAGNER Conference Proceeding Article

Reachability Poorman discrete-bidding games, Guy AVNI, Tobias MEGGENDORFER, Suman SADHUKHAN, Josef TKADLEC, and Dorde ZIKELIC Conference Proceeding Article

Reinforcement retrieval leveraging fine-grained feedback for fact checking news claims with Black-Box LLM, Xuan ZHANG and Wei GAO Conference Proceeding Article

Residual pattern learning for pixel-wise out-of-distribution detection in semantic segmentation, Y LIU, Choubo DING, Yu TIAN, Guansong PANG, Vasileios BELAGIANNIS, Ian REID, and Gustavo CARNEIRO Conference Proceeding Article

RIGID: Recurrent GAN inversion and editing of real face videos, Yangyang XU, Shengfeng HE, Kwan-Yee K. WONG, and Pingluo LUO Conference Proceeding Article

Robust Bidirectional Poly-Matching, Ween Jiann LEE, Maksim TKACHENKO, and Hady Wirawan LAUW Journal Article