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Research Publications

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.

*students' names are highlighted in yellow

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 Paper

Hierarchical 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 Paper

Homophily 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 Paper

Household 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 Paper

ICCDetector: 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 Paper

Implicit 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 Paper

Incentive 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 Paper

Inferring 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.

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Inter-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 Paper

Intergroup 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 Paper

IRIS: 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 Paper

Is 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 Paper

Leaders’ 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 Paper

Learning 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 Paper

Leveraging 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 Paper

Leveraging 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 Paper

Limit Theory for Mildly Integrated Process with Intercept

Yijie FEI

Published in Economics Letters, volume 163, 98-101, 2018

View Paper

Linking 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 Paper

LiveLabs: 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 Paper

Low 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 Paper

Lower 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


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