Year of Publication: 2022 |
"Coresets for vertical federated learning: Regularized linear regression and k-means clustering" by HUANG, Lingxiao; LI, Zhize; SUN, Jialin; ZHAO, Haoyu, 2022, Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid Conference, November 28 - December 9, Neural Information Processing Systems Foundation, 1 - 32, New Orleans, USA. Publication Link |
"Curiosity-driven and victim-aware adversarial policies" by GONG, Chen; YANG, Zhou; BAI, Yunpeng; SHI, Jieke; SINHA, Arunesh; XU, Bowen; LO, David; HOU, Xinwen; FAN, Guoliang, 9781450397599, 2022, Proceedings of the 38th Annual Computer Security Applications Conference, Austin, TX, USA, 2022 December 5-9, Association for Computing Machinery, 186 - 200, New York. Publication Link |
"DronLomaly: Runtime detection of anomalous drone behaviors via log analysis and deep learning" by SHAR, Lwin Khin; MINN, Wei; TA, Nguyen Binh Duong; FAN, Jiani; JIANG, Lingxiao; LIM, Wai Kiat Daniel, 9781665455374, 2022, 2022 29th Asia-Pacific Software Engineering Conference (APSEC): Virtual, December 6-9: Proceedings, IEEE, 119 - 128, Piscataway, NJ. Publication Link |
"Graph learning assisted multi-objective integer programming" by WU, Yaoxin; SONG, Wen; CAO, Zhiguang; ZHANG, Jie; GUPTA, Abhishek; LIN, Mingyan, 9781713871088, 2022, 35, Proceedings of the 36th Conference on Neural Information Processing Systems, Hybrid Conference, 2022 28 Nov - 9 Dec, Neural information processing systems foundation, California. Publication Link |
"Learning generalizable models for vehicle routing problems via knowledge distillation" by BI, Jieyi; MA, Yining; WANG, Jiahai; CAO, Zhiguang; CHEN, Jinbiao; SUN, Yuan; CHEE, Yeow Meng, 9781713871088, 2022, 35, Proceedings of the 36th Conference on Neural Information Processing System, New Orleans, USA, 2022 Nov 28-Dec 09, Neural information processing systems foundation, California. Publication Link |
"Learning generalizable models for vehicle routing problems via knowledge distillation" by BI, Jieyi; MA, Yining; WANG, Jiahai; CAO, Zhiguang; CHEN, Jinbiao; SUN, Yuan; CHEE, Yeow Meng, 9781713871088, 2022, 35, Proceedings of the 36th Conference on Neural Information Processing Systems, NeurIPS 2022, New Orleans, November 28 - December 9, NIPS Foundation, 1 - 13, La Jolla, CA. Publication Link |
"Resulting and constructive trusts in the contemporary Singaporean family context" by YIP, Man, Asia-Pacific Trusts Law: Adaptation in Context, 9781509954605, 2022, 2, Hart, 15 - 32, Oxford. Publication Link |
"Scalable distributional robustness in a class of non convex optimization with guarantees" by BOSE, Avinandan; SINHA, Arunesh; MAI, Tien, 2022, Proceedings of the 36th Conference on Neural Information Processing Systems, New Orleans, United States, 2022 November 28 - December 9, Curran Associates, 1 - 26, New Orleans, United States. Publication Link |
"Shaping new interregionalism: The EU-Singapore Free Trade Agreement and beyond" by HSIEH, Pasha L., 0922-1565;1478-9698, 2022, 35, 1, Leiden Journal of International Law, Cambridge University Press, 129 - 154. Publication Link |
"A recommendation on how to teach K-means in introductory analytics courses" by THULASIDAS, Manoj, 9781665491174, 2022, 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE): Hong Kong, December 4-7: Proceedings, IEEE, 46 - 53, Piscataway, NJ. Publication Link |
"AP-coach: Formative feedback generation for learning introductory programming concepts" by TA, Duong; SHAR, Lwin Khin; SHANKARARAMAN, Venky, 9781665491174, 2022, 2022 IEEE International Conference on Teaching, Assessment and Learning for Engineering, Hong Kong, December 4-7: Proceedings, IEEE, 323 - 330, Piscataway, NJ. Publication Link |
"Assessment design for digital education: An analytics-based authentic assessment approach" by LIM, Tristan; GOTTIPATI, Swapna; CHEONG, Michelle; PANG, Christopher; NG, Jun Wei, 9781665491181, 2022, Proceedings of 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Hung Hom, Hong Kong, December 4-7, IEEE, Piscataway, NJ. Publication Link |
"Cold calls to enhance class participation and student engagement" by THULASIDAS, Manoj; GUNAWAN, Aldy, 9781665491174, 2022, 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE); Hong Kong, December 4-7: Proceedings, IEEE, 699 - 702, Piscataway, NJ. Publication Link |
"Gamified online industry learning platform for teaching of foundational computing skills" by LAU, Yi Meng; BARROS, Rafael J.; GOTTIPATI, Swapna; SHIM, Kyong Jin, 9781665491174, 2022, 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE): Hong Kong, China, December 4-7: Proceedings, IEEE, 112 - 119, Piscataway, NJ. Publication Link |
"Internship and curriculum development for post-graduate analytics students: A case study on Master of IT in Business Programme in Singapore Management University" by GUO, Yanru; CHEONG, Michelle L. F., 9781665491181, 2022, 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Hung Hom, Hong Kong, December 4-7: Proceedings, IEEE, Piscataway, NJ. Publication Link |
"Social anhedonia, communication, and marital satisfaction in newlywed couples" by TAN, Kenneth; JARNECKE, Amber M.; SOUTH, Susan C., 0022-3506;1467-6494, 2023, 91, 5, Journal of Personality, Wiley. Publication Link |
"Towards reinterpreting neural topic models via composite activations" by LIM, Jia Peng; LAUW, Hady W., 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, USA. Publication Link |
"VR Computing Lab: An immersive classroom for computing learning" by PANG, Shawn; SHIM, Kyong Jin; LAU, Yi Meng; GOTTIPATI, Swapna, 2022, 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering: Hong Kong, December 4-7: Proceedings, IEEE, 1 - 8, Piscataway, NJ. Publication Link |
"What is the fallacy of approximation?" by HAMMERTON, Matthew; PATRA, Sovan, 0165-0106;1572-8420, 2022, 89, 7, Erkenntnis, Springer, 1 - 20. Publication Link |
"Dispute settlement for ASEAN businesses under the Belt and Road Initiative: New possibilities and directions" by HSU, Locknie, 9781803922683, 2022, Edward Elgar, 1 - 196, Cheltenham. Publication Link |
"On the Robustness of Diffusion in a Network Under Node Attacks" by LOGINS, Alvis; LI, Yuchen; KARRAS, Panagiotis, 1041-4347;1558-2191, 2022, 34, 12, IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 5884 - 5895. Publication Link |
"BEER: Fast O(1/T) rate for decentralized nonconvex optimization with communication compression" by ZHAO, Haoyu; LI, Boyue; LI, Zhize; RICHTARIK, Peter; CHI, Yuejie, 2022, Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid Conference, November 28 - December 9, Neural Information Processing Systems Foundation, 1 - 26, New Orleans, USA. Publication Link |
"Authentic assessments for digital education: Learning technologies shaping assessment practices" by LIM, Tristan; GOTTIPATI, Swapna; CHEONG, Michelle, 2022, Proceedings of the 30th International Conference on Computers in Education (ICCE 2022), Kuala Lumpur, November 28 - December 2, Asia-Pacific Society for Computers in Education, 587 - 592, Taiwan. Publication Link |
"Innovative and effective spreadsheet tool for learning sentiment analysis and prediction" by CHEONG, Michelle L. F.; CHEN, Jean Yun Chen, 9789869721493, 2022, Proceedings of the 30th International Conference on Computers in Education (ICCE 2022), Kuala Lumpur, November 28 - December 2, Asia-Pacific Society for Computers in Education, 262 - 267, Taiwan. Publication Link |
"Investigating Bloom's cognitive skills in foundation and advanced programming courses from students' discussions" by LIM, Joel J. W.; GOTTIPATI, Swapna; SHIM, Kyong Jin, 9789869721493, 2022, 2022 30th International Conference on Computers in Education: Kuala Lumpur, November 28 - December 2: Proceedings, Asia-Pacific Society for Computers in Education, 1 - 6, Kuala Lumpur. Publication Link |
"Singlish Checker: A tool for understanding and analysing an English Creole language" by HSIEH, Lee-Hsun; CHUA, Nam-Chew; KWEE, Agus Trisnajaya; LO, Pei-Chi; LEE, Yang-Yin; LIM, Ee-Peng, 9783031217555, 2022, 13636, ICADL '22: Proceedings of the International Conference on Asia-Pacific Digital Libraries, Hanoi, November 30 - December 2, Springer, 115 - 124, Cham. Publication Link |
"Unveiling the process of collaborative learning through the use of digital whiteboard historical action logs" by FWA, Hua Leong, 2022, Proceedings of the 30th International Conference on Computers in Education, Kuala Lumpur, Malaysia, 2022 November 28 – December 2, APSE, 157 - 163, Kuala Lumpur. Publication Link |
"SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing" by ZAKARIA, Camellia; YILMAZ, Gizem; MAMMEN, Priyanka; CHEE, Michael; SHENOY, Prashant; BALAN, Rajesh, 2474-9567;2474-9567, 2022, 6, 4, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Association for Computing Machinery (ACM), 1 - 32. Publication Link |
"A clear view of the law: Making sense of legal complexity [Chinese]" by LOW, Kee Yang, 2022, China Legal Publishing House, Beijing. Publication Link |
"A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices" by MAO, Kaili; NIU, Jianwei; LIU, Xuefeng; TANG, Shaojie; LIAO, Lizi; CHUA, Tat-Seng, 1041-4347;1558-2191, 2022, 34, 12, IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 5571 - 5585. Publication Link |