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.

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Submissions from 2022

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Cross-lingual transfer learning for statistical type inference, Zhiming LI, Xiaofei XIE, Haoliang LI, Zhengzi XU, Yi LI, and Yang LIU Conference Proceeding Article

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Data-driven retail decision-making using spatial partitioning and delineation of communities, Ming Hui TAN and Kar Way TAN Conference Proceeding Article

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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

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Declaration-based prompt tuning for visual question answering, Yuhang LIU, Wei WEI, Feida ZHU, and Feida ZHU Conference Proceeding Article

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Designing flipped learning activities for beginner programming course, Benjamin GAN and Eng Lieh OUH Conference Proceeding Article

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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

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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

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Dynamic topic models for temporal document networks, Ce ZHANG and Hady Wirawan LAUW Conference Proceeding Article

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Early rumor detection using neural Hawkes process with a new benchmark dataset, Fengzhu ZENG and Wei GAO Conference Proceeding Article

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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

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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

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End-to-end open-set semi-supervised node classification with out-of-distribution detection, Tiancheng HUANG, Donglin WANG, and Yuan FANG Conference Proceeding Article

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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

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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

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GBGallery: A benchmark and framework for game testing, Zhuo LI, Yuechen WU, Lei MA, Xiaofei XIE, Yingfeng CHEN, and Changjie FAN Journal Article

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HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation, Yuntao DU, Xinjun ZHU, Lu CHEN, Baihua ZHENG, and Yunjun GAO Conference Proceeding Article

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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

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Learning to ask critical questions for assisting product search, Zixuan LI, Lizi LIAO, and Tat-Seng CHUA Conference Proceeding Article

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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

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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

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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

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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

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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

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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

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On measuring network robustness for weighted networks, Jianbing ZHENG, Ming GAO, Ee-peng LIM, David LO, Cheqing JIN, and Aoying ZHOU Journal Article

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Proceedings of the 13th International Workshop on Graph Computation Models (GCM 2022), Reiko HECKEL and Christopher M. POSKITT Edited Conference Proceeding

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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

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Reflection as an agile course evaluation tool, Siaw Ling LO, Pei Hua CHER, and Fernando BELLO Conference Proceeding Article

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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

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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

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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

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Structured and natural responses co-generation for conversational search, Chenchen YE, Lizi LIAO, Fuli FENG, Wei JI, and Tat-Seng CHUA Conference Proceeding Article

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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

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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

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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

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Towards aligning slides and video snippets: Mitigating sequence and content mismatches, Ziyuan LIU and Hady W. LAUW Conference Proceeding Article

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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

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Using constraint programming and graph representation learning for generating interpretable cloud security policies, Mikhail KAZDAGLI, Mohit TIWARI, and Akshat KUMAR Conference Proceeding Article

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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

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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

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A practical comparison of quantum and classical leaderless consensus, Paul Robert GRIFFIN and Dimple MEVADA Working Paper

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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

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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

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Catching both gray and black swans: Open-set supervised anomaly detection, Choubo DING, Guansong PANG, and Chunhua SHEN Conference Proceeding Article

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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

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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

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Co-advise: Cross inductive bias distillation, Sucheng REN, Zhengqi GAO, Tiany HUA, Zihui XUE, Yonglong TIAN, Shengfeng HE, and Hang ZHAO Conference Proceeding Article

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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

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Consensus formation on heterogeneous networks, Edoardo FADDA, Junda HE, Claudia J. TESSONE, and Paolo BARUCCA Journal Article

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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

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Decomposing generation networks with structure prediction for recipe generation, Hao WANG, Guosheng LIN, Steven C. H. HOI, and Chunyan MIAO Journal Article

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Deep learning for anomaly detection, Guansong PANG, Charu AGGARWAL, Chunhua SHEN, and Nicu SEBE Transcript

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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

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Deep one-class classification via interpolated Gaussian descriptor, Yuanhong CHEN, Yu TIAN, Guansong PANG, and Gustavo CARNEIRO Conference Proceeding Article

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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

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Differential cost analysis with simultaneous potentials and anti-potentials, Dorde ZIKELIC, Bor-Yuh Evan CHANG, Pauline BOLIGNANO, and Franco RAIMONDI Conference Proceeding Article

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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

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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

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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

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Generative flows with invertible attentions, Rhea Sanjay SUKTHANKER, Zhiwu HUANG, Suryansh KUMAR, Radu TIMOFTE, and Luc VAN GOOL Conference Proceeding Article

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Group contextualization for video recognition, Yanbin HAO, Hao ZHANG, Chong-wah NGO, and Xiangnan HE Conference Proceeding Article

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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

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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

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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

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Joint pricing and matching for city-scale ride pooling, Sanket SHAH, Meghna LOWALEKAR, and Pradeep VARAKANTHAM Conference Proceeding Article

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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

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Learning to solve routing problems via distributionally robust optimization, Jiang YUAN, Yaoxin WU, and Zhiguang CAO Conference Proceeding Article

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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

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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

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MLP-3D: A MLP-like 3D architecture with grouped time mixing, Zhaofan QIU, Ting YAO, Chong-wah NGO, and Tao MEI Conference Proceeding Article

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Multimodal zero-shot hateful meme detection, Jiawen ZHU, Roy Ka-Wei LEE, and Wen Haw CHONG Conference Proceeding Article

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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

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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

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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

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Reinforcement learning-based interactive video search, Zhixin MA, Jiaxin WU, Zhijian HOU, and Chong-wah NGO Conference Proceeding Article

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Revisiting local descriptor for improved few-shot classification, Jun HE, Richang HONG, Xueliang LIU, Mingliang XU, and Qianru SUN Journal Article

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RhythmEdge: Enabling contactless heart rate estimation on the edge, Zahid HASAN, Emon DEY, Sreenivasan Ramasamy RAMAMURTHY, Nirmalya ROY, and Archan MISRA Conference Proceeding Article

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Shunted self-attention via multi-scale token aggregation, Sucheng REN, Daquan ZHOU, Shengfeng HE, Jiashi FENG, and Xinchao WANG Conference Proceeding Article

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Simultaneous energy harvesting and gait recognition using piezoelectric energy harvester, Dong MA, Guohao LAN, Weitao XU, Mahbub HASSAN, and Wen HU Journal Article

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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

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Transportation-enabled urban services: A brief discussion, Hai WANG Transcript

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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

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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

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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

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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

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An empirical study of memorization in NLP, Xiaosen ZHENG and Jing JIANG Conference Proceeding Article

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An exploratory study on code attention in BERT, Rishab SHARMA, Fuxiang CHEN, Fatemeh H. FARD, and David LO Conference Proceeding Article

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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

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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

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Benchmarking library recognition in tweets, Ting ZHANG, Divya Prabha CHANDRASEKARAN, Ferdian THUNG, and David LO Conference Proceeding Article