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Year of Publication: 2022

"Automatic noisy label correction for fine-grained entity typing" by PAN, Weiran; WEI, Wei, ZHU, Feida, 9781956792003, 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, Vienna, Austria,2022 July 23-29, International Joint Conferences on Artificial Intelligence, 4317 - 4323, California.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"Declaration-based prompt tuning for visual question answering" by LIU, Yuhang; WEI, Wei, PENG, Daowan; ZHU, Feida, 2022, Proceedings of the 2022 International Joint Conference on Artificial Intelligence, Vienna, Austria, July 23-29, International Joint Conferences on Artificial Intelligence, 3264 - 3270, California.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"Efficient neural neighborhood search for pickup and delivery problems" by MA, Yining; LI, Jingwen; CAO, Zhiguang; SONG, Wen; GUO, Hongliang; GONG, Yuejiao; CHEE, Meng Chee, 9781956792003, 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence Vienna, Austria, 2022 Jul 23-29, International Joint Conferences on Artificial Intelligence, 4776 - 4784, California.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"End-to-end open-set semi-supervised node classification with out-of-distribution detection" by HUANG, Tiancheng; WANG, Donglin, FANG, Yuan; CHEN, Zhengyu, 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, Austria, 2022 July 23-29, IJCAI, 2087 - 2093, Vienna, Austria.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"Multi-agent reinforcement learning for traffic signal control through universal communication method" by JIANG, Qize; QIN, Minhao; SHI, Shengmin; SUN, Weiwei Sun; ZHENG, Baihua, 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI '22): Vienna, July 23-29, AAAI Press, 3854 - 3860, Vienna, Austria.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"Using constraint programming and graph representation learning for generating interpretable cloud security policies" by KAZDAGLI, Mikhail; TIWARI, Mohit; KUMAR, Akshat, 9781956792003, 2022, IJCAI International Joint Conference on Artificial Intelligence, Vienna, Austria.

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Conference Proceedings ArticleSchool of Information Systems Published on 29th July 2022
"A low-cost virtual coach for 2D video-based compensation assessment of upper extremity rehabilitation exercises" by Coias, Ana Rita; LEE, Min Hun; Bernardino, Alexandre, 1743-0003;1743-0003, 2022, 19, 1, Journal of NeuroEngineering and Rehabilitation, BioMed Central, 1 - 16.

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Journal ArticleSchool of Information Systems Published on 27th July 2022
"COSM2IC: Optimizing Real-Time Multi-Modal Instruction Comprehension" by WEERAKOON, Dulanga; SUBBARAJU, Vignesh; TRAN, Tuan; MISRA, Archan, 2377-3766;2377-3766, 2022, 7, 4, IEEE Robotics and Automation Letters, Institute of Electrical and Electronics Engineers, 10697 - 10704.

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Journal ArticleSchool of Information Systems Published on 27th July 2022
"Uncovering inclusivity gaps in design pedagogy through the digital design marginalization framework" by SIN, Jaisie; MUNTEANU, Cosmin; NIXON, Michael; PANDELIEV, Velian; TIGWELL, Garreth W.; SHINOHARA, Kristen; TANG, Anthony; SZIGETI, Steve, 2624-9898;2624-9898, 2022, 4, Frontiers in Computer Science, Frontiers Media, 1 - 14.

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Journal ArticleSchool of Information Systems Published on 27th July 2022
"Prototypical graph contrastive learning" by LIN, Shuai; LIU, Chen; ZHOU, Pan; HU, Zi-Yuan; WANG, Shuojia; ZHAO, Ruihui; ZHENG, Yefeng; LIN, Liang; XING, Eric; LIANG, Xiaodan, 2162-237X;2162-2388, 2024, 35, 2, IEEE Transactions on Neural Networks and Learning Systems, Institute of Electrical and Electronics Engineers, 2747 - 2758.

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Journal ArticleSchool of Information Systems Published on 26th July 2022
"A mean-field Markov decision process model for spatial temporal subsidies in ride-sourcing markets" by ZHU, Zheng; KE,Jintao; WANG, Hai, 2022, A Mean-Field Markov Decision Process Model for SpatialTemporal Subsidies in Ride-Sourcing Markets, China.

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Conference Proceedings ArticleSchool of Information Systems Forthcoming
"Enhancing security patch identification by capturing structures in commits" by WU, Bozhi; LIU, Shangqing; FENG, Ruitao; XIE, Xiaofei; SIOW, Jingkai; LIN, Shang-Wei, 1545-5971;1941-0018, 2022, IEEE Transactions on Dependable and Secure Computing, Institute of Electrical and Electronics Engineers, 1 - 15.

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Journal ArticleSchool of Information Systems Published on 25th July 2022
"Eradicating Malaria: Innovation diffusion in the face of grand challenges" by JIANG, Han; LIANG, Hao; YANG, Dongning, 2022, SSRN, 1 - 37.

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Working PaperLee Kong Chian School of Business Published on 25th July 2022
"Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem" by NIU, Yunyun; SHAO, Jie; XIAO, Jianhua; SONG, Wen; CAO, Zhiguang, 0020-0255;1872-6291, 2022, 609, Information Sciences: Informatics and Computer Science Intelligent Systems Applications, Elsevier, 387 - 410.

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Journal ArticleSchool of Information Systems Published on 24th July 2022
"A recommendation system approach to tune a QUBO solver" by GOH, Siong Thye; BO, Jianyuan; PARIZY, Matthieu; LAU, Hoong Chuin, 2022, NASO 2022 proceedings: Workshop on New Architectures for Search and Optimization a satellite workshop of IJCAI-ECAI 2022, Vienna, Austria, July 24, 22 - 29, Vienna. Austria.

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Conference Proceedings ArticleSchool of Information Systems Published on 24th July 2022
"3PC: Three point compressors for communication-efficient distributed training and a better theory for lazy aggregation" by RICHTARIK, Peter; SOKOLOV, Igor; FATKHULLIN, Ilyas; GASANOV, Elnur; LI, Zhize; GORBUNOV, Eduard, 2022, Proceedings of the 39th International Conference on Machine Learning (ICML 2022), Maryland, USA, July 17-23, Proceedings of Machine Learning Research, 1 - 53, Maryland, USA.

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Conference Proceedings ArticleSchool of Information Systems Published on 23rd July 2022
"Order constraints in optimal transport" by LIM, Fabian; WYNTER, Laura; LIM, Shiau Hong, 2022, 162, Proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, July 17-23, ML Research Press, 13313 - 13333, Baltimore.

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Conference Proceedings ArticleSchool of Information Systems Published on 23rd July 2022
"Cross-lingual transfer learning for statistical type inference" by LI, Zhiming; XIE, Xiaofei; LI, Haoliang; XU, Zhengzi; LI, Yi; LIU, Yang, 9781450393799, 2022, Proceedings of the 31th ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Conference, 2022 July 18-22, ACM, 239 - 250, Virtual Conference.

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Conference Proceedings ArticleSchool of Information Systems Published on 22nd July 2022
"Entering dystopia: Should your face be the key to your fate?" by MADAN, Shilpa; SAVANI, Krishna; JOHAR, Gita V., 2022.

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Blog PostLee Kong Chian School of Business Published on 22nd July 2022
"Test mimicry to assess the exploitability of library vulnerabilities" by KANG, Hong Jin; NGUYEN, Truong Giang; LE, Bach; PASAREANU, Corina S.; LO, David, 9781450393799, 2022, ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, July 18-22, Association for Computing Machinery, 276 - 288, Pittsburgh, PA.

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Conference Proceedings ArticleSchool of Information Systems Published on 22nd July 2022
"Examining the generalizability of research findings from archival data" by DELIOS, Andrew; et. al., 0027-8424;1091-6490, 2022, 119, 30, Proceedings of the National Academy of Sciences, National Academy of Sciences, 1 - 9.

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Journal ArticleSchool of Social Sciences Published on 19th July 2022
"Unconditional quantile regression with high-dimensional data" by SASAKI, Yuya; URA, Takuya; ZHANG, Yichong, 1759-7323;1759-7331, 2022, 13, 3, Quantitative Economics, Econometric Society, 955 - 978.

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Journal ArticleSchool of Economics Published on 19th July 2022
"How and why do judges cite academics? Evidence from the Singapore High Court" by SOH, Jerrold Tsin Howe; GOH, Yihan, 2194-6078;1932-0205, 2022, 17, 1, Asian Journal of Comparative Law, Cambridge University Press, 134 - 166.

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Journal ArticleSchool of Law Published on 18th July 2022
"Dynamic topic models for temporal document networks" by ZHANG, Delvin Ce; LAUW, Hady W., 2022, Proceedings of the 39th International Conference on Machine Learning, PMLR 2022, USA.

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Conference Proceedings ArticleSchool of Information Systems Published on 17th July 2022
"Harnessing confidence for report aggregation in crowdsourcing environments" by ALHOSAINI, Hadeel; WANG, Xianzhi; YAO, Lina; YANG, Zhong; HUSSAIN, Farookh; LIM, Ee-Peng, 2022, Proceedings of the 2022 IEEE International Conference on Services Computing (SCC), Barcelona, Spain, July 10-16, IEEE, 1 - 10, Barcelona, Spain.

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Conference Proceedings ArticleSchool of Information Systems Published on 16th July 2022
"Robustness and personalization in federated learning: A unified approach via regularization" by KUNDU, Achintya; YU, Pengqian; WYNTER, Laura; LIM, Shiau Hong, 9781665481403, 2022, Proceedings of the 6th IEEE International Conference on Edge Computing and Communications, EDGE 2022, Barcelona, Spain, July 10-16, IEEE Computer Society, 1 - 11, Los Alamitos, CA.

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Conference Proceedings ArticleSchool of Information Systems Published on 16th July 2022
"A weakly supervised propagation model for rumor verification and stance detection with multiple instance learning" by YANG, Ruichao; MA, Jing; LIN, Hongzhan; GAO, Wei, 9781450387323, 2022, SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11-15, ACM, 1761 - 1772, New York.

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Conference Proceedings ArticleSchool of Information Systems Published on 15th July 2022
"Designing flipped learning activities for beginner programming course" by GAN, Benjamin Kok Siew; OUH, Eng Lieh, 2022, Proceedings of 28th AMCIS: Innovative Research Informing Practice, Minneapolis, 2022 August 10-14, AIE eLibrary, 1 - 10, eLibrary.

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Conference Proceedings ArticleSchool of Information Systems Published on 15th July 2022
"DocEE: A large-scale and fine-grained benchmark for document-level event extraction" by TONG, Meihan; XU, Bin; WANG, Shuai; HAN, Meihuan; CAO, Yixin; ZHU, Jiangqi; CHEN, Siyu; HOU, Lei; LI, Juanzi, 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Seattle, July 10-15, Association for Computational Linguistics, 3970 - 3982, Seattle, WA.

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Conference Proceedings ArticleSchool of Information Systems Published on 15th July 2022
"Early rumor detection using neural Hawkes process with a new benchmark dataset" by ZENG, Fengzhu; GAO, Wei, 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics:Human Language Technologies, Seattle, United States, July 10-15, Association for Computational Linguistics, 4105 - 4117, Seattle, United States.

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Conference Proceedings ArticleSchool of Information Systems Published on 15th July 2022

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