The SMU PhD programmes provide opportunities to our students to deepen their research expertise by collaborating with academics from within and outside the SMU community. Over the years, our students have published papers which have contributed towards the pool of academic knowledge. Our students’ research has been listed according to their fields of specialisation. Some of their papers have achieved international recognition through awards.
Hierarchical Learning of Cross-Language Mappings through Distributed Vector Representations for Code
Duy Quoc Nghi BUI, Lingxiao JIANG
Presented at 40th International Conference on Software Engineering (ICSE 2018) 27 May- 3 June 2018, Gothenburg, Sweden
View PaperHierarchical Multiagent Reinforcement Learning for Maritime Traffic Management
Arambam James SINGH and Akshat KUMAR and Hoong Chuin LAU
Paper presented at the Multi-Agent Systems 2020 (AAMAS-20), 9-13 May 2020.
Hierarchical Multimodal Attention for End-to-End Audio-Visual Scene-Aware Dialogue Response Generation
Hung LE and Doyen SAHOO, Nancy F. CHEN and Steven C.H. HOI
Published in Computer Speech & Language.
View PaperHomophily and Individual Performance
Gokhan ERTUG, Martin GARGIULO, Charles GALUNIC and Tengjian ZOU
Published in Organization Science, Vol. 29 Issue 5, pp. 755-987, (https://doi.org/10.1287/orsc.2018.1208)
View PaperHousehold Informedness and Policy Analytics for the Collection and Recycling of Household Hazardous Waste in California
Kustina LIM-WAVDE, Robert J. KAUFFMAN, and Gregory S. DAWSON
Paper published in Resources, Conservative and Recycling, 05/2017,120, 1, 88-107 (DOI:10.1016/j.resconrec.2016.10.007)
How Do Perceptions of Others' Decision-Making Styles Influence an Intention to Collaborate with the Others?
Ming Hong TSAI and Nadhilla Velda MELIA
Poster presented at the 14th Annual Interdisciplinary Network for Group Research Conference, 18-20 July 2019, Lisbon, Portugal
How Schemas of Future Societal Progress Broaden our Creative Thinking
Brandon KOH Yuan Rui
Symposium paper to be presented at the 30th Association for Psychological Science Annual Convention, 24-27 May 2018, San Francisco, California, USA
How Smart is Institutional Trading?
JinGi HA and Jianfeng HU
Paper presented at the Asian Financial Association Conference (Asian FA), 6 July 2017, Seoul, South Korea
How the Cards May Fall: Problematic Endorsement from Multiple and Heterogeneous Endorsers
Yang LAN, David GOMULYA and Edson KIEU
Paper presented at the Strategic Management Society 39th Annual Conference, 19-22 October 2019, Minneapolis, USA
I4S: Capturing Shopper's In-store Interactions
Meeralakshmi RADHAKRISHNAN, Sougata SEN, Archan MISRA, Youngki LEE, Rajesh Krishna BALAN, Karen GROVER, Vigneshwaran SUBBARAJU
Presented at the The 2018 International Symposium on Wearable Computers (ISWC 2018), 8-12 October 2018, Singapore
View PaperICCDetector: ICC-Based Malware Detection on Android
Ke XU, Yingjiu LI, and Robert H. DENG
Paper presented at the 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom 2016), 14-18 March 2016, Sydney, Australia.
Impact of Electrification on Children’s Nutritional Status in Rural Bangladesh
Tomoki FUJII, Abu S. SHONCHOY, and Sijia XU
Published in World Development, Vol.102, p.315, Feb 2018
View PaperImplicit Theories of Relationships: Examining Their Roles in Attributions and Coping From a Longitudinal Perspective
Justus WEE and Evelyn AU
Poster presented at the 17th Convention of the Society for Personality and Social Psychology, January 2016, San Diego (CA), USA.
Improved Inferences for Spatial Regression Models
Shew Fan LIU and Zhenlin YANG
Paper published in Regional Science and Urban Economics, Vol. 55, pp. 55-67, (DOI:10.1016/j.regsciurbeco.2015.08.004).
View PaperIncentive Issues in the Implementation of Urban Consolidation Centers
Qiyuan DENG, Xin FANG and Yun Fong LIM
Presented at 47th European Marketing Association Conference 2018, 1st June 2018, Glasgow UK
Incentives for Information Provision: Energy Efficiency in the Spanish Rental Market (Click to view paper)
Xueying BIAN, and Natalia FABRA
Paper published in the Energy Economics, Vol. 90. (DOI: 10.1016/j.eneco.2020.104813).
View PaperInferring Spread of Readers' Emotion Affected by Online News
Agus SULISTYA, Ferdian THUNG and David LO
Paper presented at the 9th International Conference on Social Informatics (SOCINFO 2017), 13 - 15 September 2017, Oxford, United Kingdom.
Integrating Knowledge Compilation with Reinforcement Learning for Routes
Jiajing LING, Kushagra CHANDAK, Akshat KUMAR
Paper presented at the 31st International Conference on Automated Planning and Scheduling (ICAPS 2021) (Virtual), 2-13 August 2021,Guangzhou, China.
View PaperInter-rater Calibration Training Versus Frame-of-reference Training and its Effects on Rater Consistency and Accuracy
Ming Hong TSAI, Serena WEE, and Brandon Yuan Rui KOH
Published in the Journal of Organizational Behavior, 2019
View PaperIntergroup Competition and Employee Unethical Bahavior: Exploring the Role of Employee's Group Identification and Group's Moral Identity
Pooja MISHRA, Abhijeet K VADERA and Mengzi JIN
Paper presented at the 5th International Workshop on Insights in Organisational Justice and Behavioral Ethics, 7 - 9 June 2017, Paris, France
Intervention Strategies to Recover Abandoned Online Shopping Carts
Yong Chin TAN, Sandeep R CHANDUKALA and Srinivas K REDDY
Paper presented at the 39th INFORMS Marketing Science Conference, 7-10 June 2017, Los Angeles, USA
Intraday Index Predictability and Options Trading Profitability
Kian Guan LIM, Ying CHEN, and Nelson K.L. YAP
Paper presented at the 28th Australasian Finance and Banking Conference, 16-18 December 2015, Sydney (NSW), Australia.
Investigating the Relationship Between Early Onset of Actively Playing Video Games and Shifting Aspects of Executive Control
Andree HARTANTO, Hwajin YANG and markBrandon KOH
Poster presented at the 27th Association for Psychological Science Annual Convention, May 2015, New York (NY), USA.
Investors Uncertainty and Disclosure of Advertising Spending
Sungkyun MOON, Kapil R. TULI, and Anirban MUKHERJEE
Presented at the 39th INFORMS Marketing Science Conference, 7 - 10 June 2016, Los Angeles, USA
Investors' Evaluation of a Price-Increase Preannouncements
Leon Gim LIM, Kapil R. TULI and Marnik G. DEKIMPE
Paper presented at the 30th EMAC Doctoral Colloquium, 21 -22 May 2017, Groningen, Netherlands
IoT+Small Data: Transforming In-Store Shopping & Analytics Services
Meera RADHAKRISHNAN, Sougata SEN, Bigneshwaran SUBBARAJU, Archan MISRA, and Rajesh Krishna BALAN
Paper presented at the Workshop on Wild and Crazy Ideas on the Interplay between IoT and Big Data (Located with COMSNETS 2016), 5-9 January 2016, Bangalore, India.
View PaperIRIS: Tapping Wearable Sensing to Capture In-Store Retail Insights on Shoppers
Meera RADHAKRISHNAN, Sharanya ESWARAN, Archan MISRA, Deepthi CHANDER, and Koustuv DASGUPTA
Paper presented at the 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom 2016), 14-18 March 2016, Sydney, Australia.
Is Comfort Food Really Good for the Soul? A Replication of Study 2 of Troisi and Gabriel (2011)
Lay See ONG, Hans IJZERMAN, and Angela K.-Y. LEUNG
Paper published on the Frontiers in Psychology, 2015, Issue 6, Article 314. (DOI: 10.3389/fpsyg.2015.00314).
View PaperIs the Smartphone a Smart Choice? The Effect of Smartphone Seperation on Executive Function
Andree HARTANTO and Hwajin YANG
Paper published in Computers in Human Behavior, 2016, Vol 64, pp. 329 - 336 (DOI:10.1016/j.chb.2016.07.002).
Keynes Meets Merton: Examining Risk and Return Ralation Based on Fundamentals
Liya CHU, Wenyun SHI and Jun TU
Paper presented at the Singapore Management University Finance Summer Research Camp, 11 June 2017, Singapore
Knowledge for games, games for knowledge; designing a digital roll-and-move board game for a law of torts class
Gary CHAN Kok Yew, Swee Liang TAN, Khe Foon Timothy HEW, Bernie Grayson KOH, Li Siong LIM and Jose Jin Chuan YONG
Paper published in Research and Practice in Technology Enhanced Learning, 2017, 12(7), pp.1-20 (DOI:10.1186/s41039-016-0045-1)
Lead Us Not Into Temptation: Differential Associations of Religious Identification with Self-Regulatory Traits and Abilities
Wei Xing TOH, Terri Su-May TAN, Jun Sheng KEH
Published in Asian Journal of Social Psychology Journal of Research in Personality. (DOI: 10.1016/j.jrp.2021.104143).
View PaperLeaders’ Status Motivation and Distributive Justice: The Moderating Role of Leaders’ Envy
Xue ZHENG, Jeremy TAN, Kenneth TAI, Sebastian SCHUH, Marius Van DIJKE, and Katherin XIN
Presented at the Academy of Management Annual Meeting, 5-9 August 2016, Anaheim (CA), USA.
Leading Socially Desirable Responding: Enhancement and Denial in 20 Countries
Jia HE, Fons J.R. van de VIJVER, Alejandra Dominguez ESPINOSA, Amina ABUBAKAR, Radosveta DIMITROVA, Byron G. ADAMS, Arzu AYDINLI, Kokou ATITSOGBE, Itziar ALONSO-ARBIOL, Magdalena BOBOWIK, Ronald FISCHER, Venzislav JORDANOV, Stefanos MASTROTHEODOROS, Felix NETO, Yael J. PONIZOVSKY, Jochen REB, Samantha Su-Hsien SIM, Laurent SOVET, Delia STEFENEL, Angela O. SURYANI, Ergyul TAIR, and Amaud VILLIEUX.
Published in Cross-Cultural Research, Vol. 49(3), pp. 227-249.
Leading with Mindfulness: Exploring the Relation of Mindfulness with Leadership Behaviors, Styles, and Development
Jochen REB, Samantha Su-Hsien SIM, Kraivin CHINTAKANANDA, and Devasheesh P. BHAVE
Paper published in Mindfulness in Organizations: Foundations, Research, and Applications, edited by Jochen Reb and Paul W.B. Stkins, Cambridge University Press: Cambridge.
Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL
Arambam James SINGH, Akshat KUMAR, Hoong Chuin LAU
Paper presented at the 31st International Conference on Automated Planning and Scheduling (ICAPS 2021) (Virtual), 2-13 August 2021,Guangzhou, China.
View PaperLearning Multiple Maps from Conditional Ordinal Triplets
Dung D. LE and Hady LAUW
Paper presented at the International Joint Conference on Artificial Intelligence (IJCAI'19), 10-16 August 2019, Macau, China
Learning User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes
Gary ANG, Ee-Peng LIM
Paper presented at the 27th ACM Annual Conference on Intelligent User Interfaces, 21 March - 25 March 2022, Helsinki, Finland.
View PaperLeveraging Automated Primacy Checking for Design of Mobile Privacy Protection Mechanisms
Joseph Joo Keng CHAN, Linxiao JIANG, Kiat Wee TAN, and Rajen Krishna BALAN
Paper presented at the Workshop on Bridging the Gap between Privacy by Design and Privacy in Practice, 7-12 May 2016, San Jose (CA), USA.
View PaperLeveraging Auxiliary Tasks for Document-level Cross-Domain Sentiment Classification
Jianfei YU and Jing JIANG
Paper presented at the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), 27 November - 1 December 2017, Taipei, Taiwan.
View PaperLimit Theory for Mildly Integrated Process with Intercept
Yijie FEI
Published in Economics Letters, volume 163, 98-101, 2018
View PaperLinking Creativity to Psychological Well-being: Integrative Insights from the Instrumental Emotion Regulation Theory
Angela K.-y LEUNG, Brandon KOH, Sean Teck Hao LEE, Tengjiao HUANG
Published in Journal of Creative Behaviour. (DOI: 10.1002/jocb.524)
View PaperLiveLabs: Building In-Situ Mobile Sensing & Behavioural Experimentation Testbeds
Kasthuri JAYARAJAH, Rajesh Krishna BALAN, Meeralakshmi RADHAKRISHNAN, Archan MISRA, and Youngki LEE
Paper presented at the 14th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2016), 26-30 June 2016, Singapore.
View PaperLow Subjective Socioeconomic Status Alters Taste-based Perceptual Sensitivity to the Energy Density of Beverages
Elizabeth Xiao Pei LIM and Ciarán G.FORDEAB, Bobby K.CHEONAC
Published in Physiology and Behavior, Vol. 223. (DOI: 10.1016/j.physbeh.2020.112989)
View PaperLower Employee Socioeconomic Status Elicits Suspicion of Unethical Behaviour at the Workplace
LIM, J. H., PITESA, M., & VADERA, A. K.
Paper published in Academy of Management Proceedings, 2019
Lower Income Promotes Ageism Amoung Younger Workers by Induicng a Zero-sum Construal of Success
Pooja MISHRA and Marko PITESA
Paper presented at the 2017 Annual Meeting of the Academy of Management, 4 - 8 August 2017, Atlanta, USA
Macroeconomic Effects of Energy Price Shocks on the Business Cycle
Bao Tan HUYNH
Paper published in Macroeconomic Dynamics, Vol. 20(3), pp. 623-642, (DOI:10.1017/S1365100514000455).
MAGI: Enabling multi-device gestural applications
THuy Vu TRAN, Kenny Tsu Wei CHOO, Youngki LEE, Richard C. DAVIS, Archan MISRA
Paper presented at IEEE International Conference on Pervasive Computing and Communications (PerCom 2016), 14-18 March 2016, Sydney, Australia
Managing Bucket Brigades on Discrete Stations with Stochastic Work Times: Learning is Not Always Good
Peng WANG & Yun Fong LIM
Paper presented at the The Tenth POMS-HK International Conference, 5-6 January 2019, Hong Kong
Market Sentiment and Paradigm Shifts in Equity Premium Forecasting
Liya CHU, Tony HE, Kai LI, Jun TU
Presented at the China International Conference in Finance (CICF), 7-10 July 2016, Xiamen, China