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 2021

Collision avoidance testing for autonomous driving systems on complete maps, Yun TANG, Yuan ZHOU, Yang LIU, Jun SUN, and Gang WANG Conference Proceeding Article

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A coprocessor-based introspection framework via intel management engine, Lei ZHOU, Fengwei ZHANG, Jidong XIAO, Kevin LEACH, Westley WEIMER, Xuhua DING, and Guojun WANG Journal Article

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A differentially private task planning framework for spatial crowdsourcing, Qian TAO, Yongxin TONG, Shuyuan LI, Yuxiang ZENG, Zimu ZHOU, and Ke XU Conference Proceeding Article

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A mean-field Markov decision process model for spatial-temporal subsidies in ride-sourcing markets, Zheng ZHU, Jintao KE, and Hai WANG Conference Proceeding Article

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An Adaptive Large Neighborhood Search for the green mixed fleet vehicle routing problem with realistic energy consumption and partial recharges, Vincent F. YU, Panca JODIAWAN, and Aldy GUNAWAN Journal Article

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An efficient transformer-based model for Vietnamese punctuation prediction, Hieu TRAN, Cuong V. DINH, Hong Quang PHAM, and Binh T. NGUYEN Conference Proceeding Article

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Attack as defense: Characterizing adversarial examples using robustness, Zhe ZHAO, Guangke CHEN, Jingyi WANG, Yiwei YANG, Fu SONG, and Jun SUN Conference Proceeding Article

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Bias field poses a threat to DNN-based X-ray recognition, Bingyu TIAN, Qing GUO, Felix JUEFEI-XU, Wen Le CHAN, Yupeng CHENG, Xiaohong LI, Xiaofei XIE, and Shengchao QIN Conference Proceeding Article

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CLAIM: Curriculum learning policy for influence maximization in unknown social networks, Dexun LI, MEGHNA LOWALEKAR, and Pradeep VARAKANTHAM Conference Proceeding Article

Computational social systems for COVID-19 emergency management and beyond, Jun Jason ZHANG, Fei-Yue WANG, Yong YUAN, Guandong XU, Huan LIU, Wei GAO, Shoaib JAMEEL, Imran RAZZAK, Peter EKLUND, Sheraz AHMED, Rui QIN, Juanjuan LI, Xiao WANG, De-Nian YANG, Damla TURGUT, Abderrahim BENSLIMANE, Neeli PRASAD, and Kwang-Cheng CHEN Transcript

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Deep transfer bug localization, Xuan HUO, Ferdian THUNG, Ming LI, David LO, and Shu-Ting SHI Journal Article

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DeHumor: Visual analytics for decomposing humor, Xingbo WANG, Yao MING, Tongshuang WU, Haipeng ZENG, Yong WANG, and Huamin QU Journal Article

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Efficient white-box fairness testing through gradient search, Lingfeng ZHANG, Yueling ZHANG, and Min ZHANG Conference Proceeding Article

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EmotionCues: Emotion-oriented visual summarization of classroom videos, Haipeng ZENG, Xinhuan SHU, Yanbang WANG, Yong WANG, Liguo ZHANG, Ting-Chuen PONG, and Huamin QU Journal Article

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Exploring cross-modality utilization in recommender systems, Quoc Tuan TRUONG, Aghiles SALAH, Thanh-Binh TRAN, Jingyao GUO, and Hady W. LAUW Journal Article

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FrameAxis: Characterizing microframe bias and intensity with word embedding, Haewoon KWAK, Jisun AN, Elise Jing JING, and Yong-Yeol AHN Journal Article

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How important is the train-validation split in meta-learning?, Yu BAI, Minshuo CHEN, Pan ZHOU, Tuo ZHAO, D. Jason LEE, Sham KAKADE, Huan WANG, and Caiming XIONG Conference Proceeding Article

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Integrated framework for developing instructional videos for foundational computing courses, Kyong Jin SHIM, GOTTIPATI Swapna, and Yi Meng LAU Conference Proceeding Article

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Interpretable goal recognition for path planning with ART networks, Yue HU, Kai XU, Budhitama SUBAGDJA, Ah-hwee TAN, and Quanjun YIN Conference Proceeding Article

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Make it easy: An effective end-to-end entity alignment framework, Congcong GE, Xiaoze LIU, Lu Chen CHEN, Baihua ZHENG, and Yunjun GAO Conference Proceeding Article

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MARINA: Faster non-convex distributed learning with compression, Eduard GORBUNOV, Konstantin BURLACHENKO, Zhize LI, and Peter RICHTARIK Conference Proceeding Article

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Meta-inductive node classification across graphs, Zhihao WEN, Yuan FANG, and Zemin LIU Conference Proceeding Article

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MMConv: An environment for multimodal conversational search across multiple domains, Lizi LIAO, Le Hong LONG, Zheng ZHANG, Minlie HUANG, and Tat-Seng CHUA Conference Proceeding Article

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OESense: Employing occlusion effect for in-ear human sensing, Dong MA, Andrea FERLINI, and Cecilia MASCOLO Conference Proceeding Article

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On the generalizability of Neural Program Models with respect to semantic-preserving program transformations, Md Rafiqul Islam RABIN, Nghi D. Q. BUI, Ke WANG, Yijun YU, and Lingxiao JIANG Journal Article

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Optimization planning for 3D ConvNets, Zhaofan QIU, Ting YAO, Chong-wah NGO, and Tao MEI Conference Proceeding Article

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Order-agnostic cross entropy for non-autoregressive machine translation, Cunxiao DU, Zhaopeng TU, and Jing JIANG Conference Proceeding Article

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PAGE: A simple and optimal probabilistic gradient estimator for nonconvex optimization, Zhize LI, Hongyan BAO, Xiangliang ZHANG, and Peter RICHTARIK Conference Proceeding Article

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Paying attention to video object pattern understanding, Wenguan WANG, Jianbing SHEN, Xiankai LU, Steven C. H. HOI, and Haibin LING Journal Article

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Privacy-preserving proof of storage for the pay-as-you-go business model, Tong WU, Guomin YANG, Yi MU, Fuchun GUO, and Robert H. DENG Journal Article

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Recent advances in network-based methods for disease gene prediction, Sezin Kircali ATA, Min WU, Yuan FANG, Ou-Yang LE, Chee Keong KWOH, and Xiao-Li LI Journal Article

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RNNRepair: Automatic RNN Repair via model-based analysis, Xiaofei XIE, Wenbo GUO, Lei MA, Wei LE, Jian WANG, Lingjun ZHOU, Yang LIU, and Xinyu XING Conference Proceeding Article

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Self-supervised contrastive learning for code retrieval and summarization via semantic-preserving transformations, Duy Quoc Nghi BUI, Yijun Yu, and Lingxiao JIANG Conference Proceeding Article

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Stealing deep reinforcement learning models for fun and profit, Kangjie CHEN, Shangwei GUO, Tianwei ZHANG, Xiaofei XIE, and Yang LIU Conference Proceeding Article

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Step-wise deep learning models for solving routing problems, Liang XIN, Wen SONG, Zhiguang CAO, and Jie ZHANG Journal Article

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Task similarity aware meta learning: Theory-inspired improvement on MAML, Pan ZHOU, Yingtian ZPU, XiaoTong YUAN, Jiashi FENG, Caiming XIONG, and Steven C. H. HOI Conference Proceeding Article

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The Multi-Vehicle Cycle Inventory Routing Problem: Formulation and a metaheuristic approach, Vincent F. YU, Audrey Tedja WIDJAJA, Aldy GUNAWAN, and Pieter VANSTEENWEGEN Journal Article

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Unified conversational recommendation policy learning via graph-based reinforcement learning, Yang DENG, Yaliang LI, Fei SUN, Bolin DING, and Wai LAM Conference Proceeding Article

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Variational learning from implicit bandit feedback, Quoc Tuan TRUONG and Hady W. LAUW Journal Article

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VibranSee: Enabling simultaneous visible light communication and sensing, Ila Nitin GOKARN and Archan MISRA Conference Proceeding Article

Deep multiview clustering via iteratively self-supervised universal and specific space learning, Yue ZHANG, Qinjian HUANG, Bin ZHANG, Shengfeng HE, Tingting DAN, Hong PENG, and Hongmin CAI Journal Article

Efficient gradient support pursuit with less hard thresholding for cardinality-constrained learning, Fanhua SHANG, Bingkun WEI, Hongying LIU, Yuanyuan LIU, Pan ZHOU, and Maoguo GONG Journal Article

Whom should I talk to?: And how that can affect my work, Subhajit DATTA Book Chapter

Route coverage testing for autonomous vehicles via map modeling, Yun TANG, Yuan ZHOU, Fenghua WU, Yang LIU, Jun SUN, Wuling HUANG, and Gang WANG Conference Proceeding Article

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Adaptive aggregation networks for class-incremental learning, Yaoyao LIU, Bernt SCHIELE, and Qianru SUN Conference Proceeding Article

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A hybrid stochastic-deterministic minibatch proximal gradient method for efficient optimization and generalization, Pan ZHOU, Xiao-Tong YUAN, LIN Zhouchen, and Steven C. H. HOI Journal Article

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A large scale study of long-time contributor prediction for GitHub projects, Lingfeng BAO, Xin XIA, David LO, and Gail C. MURPHY Journal Article

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An economic analysis of rebates conditional on positive reviews, Jianqing CHEN, Zhiling GUO, and Jian HUANG Conference Proceeding Article

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Boosting video representation learning with multi-faceted integration, Zhaofan QIU, Yao TING, Chong-wah NGO, Xiao-Ping ZHANG, Dong WU, and Tao MEI Conference Proceeding Article

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Cache-efficient fork-processing patterns on large graphs, Shengliang LU, Shixuan SUN, Johns PAUL, Yuchen LI, and Bingsheng HE Conference Proceeding Article

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Catch you with cache: Out-of-VM introspection to trace malicious executions, Chao SU, Xuhua DING, and Qinghai ZENG Conference Proceeding Article

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Coordinating multi-party vehicle routing with location congestion via iterative best response, Waldy JOE and Hoong Chuin LAU Conference Proceeding Article

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Counterfactual zero-shot and open-set visual recognition, Zhongqi YUE, Tan WANG, Qianru SUN, Xian-Sheng HUA, and Hanwang ZHANG Conference Proceeding Article

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Delving deep into many-to-many attention for few-shot video object segmentation, Haoxin CHEN, Hanjie WU, Nanxuan ZHAO, Sucheng REN, and Shengfeng HE Conference Proceeding Article

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Discovering interpretable latent space directions of gans beyond binary attributes, Huiting YANG, Liangyu CHAI, Qiang WEN, Shuang ZHAO, Zixun SUN, and Shengfeng HE Conference Proceeding Article

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Efficient attribute-based encryption with repeated attributes optimization, Fawad KHAN, Hui LI, Yinghui ZHANG, Haider ABBAS, and Tahreem YAQOOB Journal Article

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Efficient conditional GAN transfer with knowledge propagation across classes, Shahbazi. Mohamad, Zhiwu HUANG, Huang, Danda Pani PAUDEL, Ajad CHHATKULI, and Gool L. VAN Conference Proceeding Article

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Engaging drivers via competition: A case study with arena, Hao CHENG, Shuyu WEI, Lingyu ZHANG, Zimu ZHOU, and Yongxin. TONG Conference Proceeding Article

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Expressive bilateral access control for Internet-of-Things in cloud-fog computing, Shengmin XU, Jianting NING, Jinhua MA, Xinyi HUANG, Hwee Hwa PANG, and Robert H. DENG Conference Proceeding Article

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First train timetabling and bus service bridging in intermodal bus-and-train transit networks, Liujiang KANG, Hao LI, Huijun SUN, Jianjun WU, Zhiguang CAO, and Nsabimana BUHIGIRO Journal Article

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GANmut: learning interpretable conditional space for a gamut of emotions, S. D'APOLITO, D.P. PAUNDEL, Zhiwu HUANG, A.R. VERGARA, and Gool L. VAN Conference Proceeding Article

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Generating face images with attributes for free, Yaoyao LIU, Qianru SUN, HE Xiangnan, LIU An-An, SU Yuting, and CHUA Tat-Seng Journal Article

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GPU-accelerated graph label propagation for real-time fraud detection, Chang YE, Yuchen LI, Bingsheng HE, Zhao LI, and Jianling SUN Conference Proceeding Article

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GRAND-VISION: An intelligent system for optimized deployment scheduling of law enforcement agents, Jonathan CHASE, Tran PHONG, Kang LONG, Tony LE, and Hoong Chuin LAU Conference Proceeding Article

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Hierarchical reinforcement learning: A comprehensive survey, Shubham PATERIA, Budhitama SUBAGDJA, Ah-hwee TAN, and Chai QUEK Journal Article

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How-to present news on social media: A causal analysis of editing news headlines for boosting user engagement, Kunwoo PARK, Haewoon KWAK, Jisun AN, and Sanjay CHAWLA Conference Proceeding Article

HPRESS: A Hardware-enhanced proxy Re-encryption scheme using secure enclave, Fan ZHANG, Ziyuan LIANG, Cong ZUO, Jun SHAO, Jianting NING, Jun SUN, Joseph K. LIU, and Yibao BAO Journal Article

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Incorrectness logic for graph programs, Christopher M. POSKITT Conference Proceeding Article

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iQUANT: Interactive quantitative investment using sparse regression factors, Xuanwu YUE, Qiao GU, Deyun WANG, Huamin QU, and Yong WANG Journal Article

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Knowledge and anxiety about COVID-19 in the State of Qatar, and the Middle East and North Africa Region—A Cross Sectional Study, Sathyanarayanan DORAISWAMY, Sohaila CHEEMA, MAISONNEUVE Patrick, Amit ABRAHAM, Ingmar WEBER, Jisun AN, Albert B. LOWENFELS, and Ravinder MAMTANI Journal Article

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Lattice-based remote user authentication from reusable fuzzy signature, Yangguang TIAN, Yingjiu LI, Robert H. DENG, Binanda SENGUPTA, and Guomin YANG Journal Article

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Learning from the master: Distilling cross-modal advanced knowledge for lip reading, Sucheng REN, Yong DU, Jianming LV, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

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Marrying top-k with skyline queries: Relaxing the preference input while producing output of controllable size, Kyriakos MOURATIDIS, Keming LI, and Bo TANG Conference Proceeding Article

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Minimizing the regret of an influence provider, Yipeng ZHANG, Yuchen LI, Zhifeng BAO, and Baihua ZHENG Conference Proceeding Article

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Minimum coresets for maxima representation of multidimensional data, Yanhao WANG, Michael MATHIOUDAKIS, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

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Multi-view collaborative network embedding, Sezin Kircali ATA, Yuan FANG, Min WU, Jiaqi SHI, Chee Keong KWOH, and Xiaoli LI Journal Article

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Non-equivocation in blockchain: Double-authentication-preventing signatures gone contractual, Yannan LI, Willy SUSILO, Guomin YANG, Yong YU, Tran Viet Xuan PHUONG, and Dongxi LIU Conference Proceeding Article

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On m-impact regions and standing top-k influence problems, Bo TANG, Kyriakos MOURATIDIS, and Mingji HAN Conference Proceeding Article

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On predicting personal values of social media users using community-specific language features and personal value correlation, Amila SILVA, Pei Chi LO, and Ee-Peng LIM Conference Proceeding Article

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Projecting your view attentively: Monocular road scene layout estimation via cross-view transformation, Weixiang YANG, Qi LI, Wenxi LIU, Yuanlong YU, Yuexin MA, Shengfeng HE, and Jia PAN Conference Proceeding Article

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Proving non-termination by program reversal, Krishnendu CHATTERJEE, Ehsan Kafshdar GOHARSHADY, Petr NOVOTNÝ, and Dorde ZIKELIC Conference Proceeding Article

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Reciprocal transformations for unsupervised video object segmentation, Sucheng REN, Wenxi LIU, Yongtuo LIU, Haoxin CHEN, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

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Riding through the silver tsunami: A data driven approach to improve senior citizens’ engagement with community senior activity centres, Joshua Jie Feng LAM and Hwee-Pink TAN Conference Poster

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Secure repackage-proofing framework for Android apps using Collatz conjecture, Haoyu MA, Shijia LI, Debin GAO, and Chunfu JIA Journal Article

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Self-adaptive graph traversal on GPUs, Mo SHA, Yuchen LI, and Kian-Lee TAN Conference Proceeding Article

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Sequence-to-sequence learning for automated software artifact generation, Zhongxin LIU, Xin XIA, and David LO Book Chapter

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Set Team Orienteering Problem with Time Windows, Aldy GUNAWAN, Vincent F. YU, Andros Nicas SUTANTO, and Panca JODIAWAN Conference Proceeding Article

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Solving the winner determination problem for online B2B transportation matching platforms, Hoong Chuin LAU and Baoxiang LI Journal Article

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Spatially-invariant style-codes controlled makeup transfer, Han DENG, Chu HAN, Hongmin CAI, Guoqiang HAN, and Shengfeng HE Conference Proceeding Article

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SQL-like interpretable interactive video search, Jiaxin WU, Phuong Anh NGUYEN, Zhixin MA, and Chong-wah NGO Conference Proceeding Article

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UltraPIN: Inferring PIN entries via ultrasound, LIU, Ximing, Robert H. DENG, and Robert H. DENG Conference Proceeding Article

Vision-based topological mapping and Navigation with self-organizing neural networks, Yue HU, Budhitama SUBAGDJA, and Ah-hwee TAN Journal Article

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What drives sales of e-commerce live streaming? Evidence from Taobao, Danyang SONG, Xi CHEN, Zhiling GUO, and Xin GAO Conference Proceeding Article

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When program analysis meets bytecode search: Targeted and efficient inter-procedural analysis of modern Android apps in BackDroid, Daoyuan WU, Debin GAO, Robert H. DENG, and Rocky CHANG Conference Proceeding Article

Efficient and verifiable proof of replication with fast fault localization, Haoran YUAN, Xiaofeng CHEN, Guowen XU, Jianting NING, Joseph LIU, and Robert H. DENG Conference Proceeding Article

Grip-that-there: An investigation of explicit and implicit task allocation techniques for human-robot collaboration, Karthik MAHADEVAN, Mauricio SOUSA, Anthony TANG, and Tovi GROSSMAN Conference Proceeding Article

A human-AI collaborative approach for clinical decision making on rehabilitation assessment, Min Hun LEE, Daniel P. SIEWIOREK, Asim SMAILAGIC, Alexandre BERNARDINO, and Sergi Bermúdez i BADIA Conference Proceeding Article

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Action selection for composable modular deep reinforcement learning, Vaibhav GUPTA, Daksh ANAND, Praveen PARACHURI, and Akshat KUMAR Conference Proceeding Article

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Action selection for composable modular deep reinforcement learning, Vaibhav GUPTA, Daksh ANAND, Praveen PARUCHURI, and Akshat KUMAR Conference Proceeding Article

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Adaptive operating hours for improved performance of taxi fleets, Rajiv Ranjan KUMAR, Pradeep VARAKANTHAM, and Shih-Fen CHENG Conference Proceeding Article