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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

Measurement Matters: Higher Waist-to-Hip Ratio but not Body Mass Index is Associated with Deficits in Executive Functions and Episodic Memory

Andree HARTANTO, & Jose Jin Chuan YONG

Published in PeerJ, 2018. (DOI: 10.7717/peerj.5624)


Measuring the Declared SDK versions and Their Consistency with API Calls in Android Apps

Daoyuan WU, Xinming LIU, Jiayun XU, David LO, and Debin GAO

Paper presented at The 12th International Conference in Wireless Algorithms, Systems, and Applications (WASA 2017), 19 - 21 June 2017, Guilin, China.


Measuring User Influence, Susceptibility and Cynicalness in Sentiment Diffusion

Roy LEE and Ee-Peng LIM

Paper presented at the 37th European Conference on Information Retrieval (ECIR 2015), 29 March-2 April 2015, Vienna, Austria.


Men Don't Share Food: Intimacy Avoidance in Dyadic Consumption

Ying Ying XUE (Sherrie) & Stephanie C. LIN

Paper presented at the International Symposium of Attitude Research, Innovation, and Management (ISARIM 2019), 19-21 September 2019, Shanghai, China


Mental Disengagement Mediates the Effect of Rumination on Smartphone Use: A Latent Growth Curve Analysis

Shuna Shiann KHOO and Hwajin YANG

Published in Computers in Human Behavior, Vol. 120, and
Paper presented at 2021 APS (Association for Psychological Science) Virtual Convention, 26-27 May 2021. (DOI: 10.1016/j.chb.2021.106757).

View Paper

Meta-Inductive Node Classification across Graphs

Zhihao WEN,Yuan FANG, Zemin LIU

Paper presented at the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’21) (Virtual), 11-15 July 2021,Montreal, Canada.

View Paper

Micro-review Synthesis for Multi-entity Summarization

Thanh-Son NGUYEN, Hady W. LAUW, and Panayiotis TSAPARAS

Paper published in Data Mining and Knowledge Discovery, 09/2017, Vol 31, Issue 5, pp. 1189-1217 (DOI: 10.1007/s10618-017-0491-4)


Middle Ground Approach to Paradox: Within-and Between-Culture Examination of the Creative Benefits of Paradoxical Frames

Angela K. Y. LEUNG, Shyhnan LIOU, Ella MICRON-SPEKTOR, Brandon KOH Yuan Rui, David CHAN, Roni EISENBERG, & Iris K. SCHNEIDER

Published in Journal of Personality and Social Psychology, Vol 114 Issue 3, pp. 443-464, 2018

View Paper

Middle group approach to paradox: Within-and-Between-Culture examination of the creative benefits of Paradoxical Frames

Angela K.Y LEUNG, Shyhnan LIOU, Ella MIRON-SPEKTOR, Brandon KOH Yuan Rui, David CHAN, Roni EISENBERG and Iris SCHNEIDER

Paper published in Journal of Personality and Social Psychology, 2017 (DOI:10.1037/pspp0000160)


Mindfulness as Mitigating Influence on the Fundamental Attribution Error

Samantha Su-Hsien SIM

Paper presented at the Mindfulness Symposium – Academy of Management (AOM) Annual Meeting 2015, 7-11 August 2015, Vancouver, Canada, and at the Mindfulness and Compassion: The Art and Science of Contemplative Practice conference 2015, 3-7 June 2015, San F


Mining Business Competitiveness from User Visitation Data

Thanh Nam DOAN, Freddy Chong Tat CHUA, and Ee-Peng LIM

Paper presented at the 2015 International Social Computing, Behavioral-Cultural Modeling and Prediction Conference (SBP15), 31 March – 3 April 2015, Washington, DC, USA.


Mirage in the Desert: Investor sentiment purged

Liya CHU, Qianqian DU and Jun TU

Paper presented at the Financial Management Association (FMA) Asia/Pacific Conference, 25-26 May 2017, Taipei, Taiwan


Model Selection for Explosive Models

Yubo TAO, and YU Jun

Published at the Advances in Econometrics (A Special Issue in honour of Cheng Hsiao), Forthcoming in Vol. 41


Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums

Minghui QIU, Yanchuan SIM, Noah A. SMITH, and Jing JIANG.

Paper presented at the 2015 SIAM International Conference on Data Mining (SDM'15), 30 April-2 May, 2015, Vancouver (BC), Canada

View Paper

Modelling Cascades Over Time in Microblogs

Feida ZHU Wei Xie, Siyuan LIU, and Ke WANG.

Paper presented at the 2015 IEEE International Conference in Big Dada (IEEE BIgData 2015). 29 October - 1 November 2015, San Diego (CA), USA.

View Paper

Modelling Check-In Behavior with Geographical Neighbourhood Influence of Venues

Thanh Nam DOAN and Ee-Peng LIM

Paper presented at the 13th International Conference on Advanced Data Mining and Applications (ADMA 2017), 5-6 November 2017, Singapore.


Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce

Jianfei YU, Minghui QIU, Associate Prof. Jing JIANG, Jun HUANG, Shuangyong SONG, Wei CHU, Haiqing CHEN

Presented at The 11th ACM International Conference on Web Search and Data Mining, 5-9 February 2018, Los Angeles, California, USA

View Paper

Modelling sequential preferences with dynamic user and context factors

Duc-Trong LE, Yuan FANG, and Hady W. LAUW

Paper published at the Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 09/2016, pg 145 - 161


Modified QML Estimation of Spatial Autoregressive Models with Unknown Heteroskedasticity and Nonnormality

Shew Fan LIU and Zhenlin YANG

Paper published in Regional Science and Urban Economics, Vol. 52, pp. 50-70, (DOI:10.1016/j.regsciurbeco.2015.02.003).

View Paper

Mood-Creativity Relationship in Groups: The Role of Equality in Idea Contribution in Temporal Mood Effects

Angela K. Y. LEUNG, Shyhnan LIOU, Ming-Hong TSAI, & Brandon KOH Yuan Rui

Published in Journal of Creative Behavior, 2018

View Paper

MopEye: Monitoring Per-App Network Performance with Zero Measurement Traffic

Daoyuan WU, Weichao LI, Rocky K. C. CHAN, and Debin GAO

Paper presented at ACM CoNEXT Student Workshop 2015,1 December 2015, Heidelberg, Germany.

View Paper

Moved By Conflict: Exploring the Relationship Between Experienced Conflict And Individual Mobility Pattern

Nur Camellia Binte ZAKARIA, Kenneth GOH, Youngki LEE, Rajesh Krishna BALAN

Published in Interdisciplinary Network for Group Research (INGRoup), Small Group Research -- TBA

View Paper

Multi-agent Task Assignment for Mobile Crowdsourcing Under Trajectory Uncertainties

Cen CHEN, Shih-Fen CHENG, Hoong Chuin LAU, and Archan MISRA

Paper presented at the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15), 4-8 May 2015, Istanbul, Turkey.


Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge

Hung LE and Nancy F. CHEN

Paper presented at the Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge, 7-12 February 2020, New York, USA.


Multinational Firms and Cash Holdings: Evidence from China

Weijun WU, Yang YANG, Sili ZHOU

Presented at 1st PhD Conference in Xiamen University


Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models

Changyu CHEN, Avinandan BOSE, Shih-Fen CHENG, Arunesh SINHA

Paper presented at The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) (Virtual), 22 February - 1 March 2022.


MWPToolkit: An Open-source Framework for Deep Learning-based Math Word Problem Solvers

Yihuai LAN, Lei WANG, Qiyuan ZHANG, Yunshi LAN, Bing Tian DAI, Yan WANG, Dongxiang ZHANG, Ee-Peng LIM

Paper presented at The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) (Virtual), 22 February - 1 March 2022.

View Paper

National Development Banks and Sustainable Infrastructure in South Asia

Rohan RAY, Dr Nagesh KUMAR and Keshari P.

Paper published in GEGI Working Paper 003, 2016

View Paper

Near-Optimal Decentralized Power Supply Restoration in Smart Grids

Pritee AGRAWAL, Pradeep VARAKANTHAM and William YEOH

Paper published in Proceedings of the Joint Conference of Autonomous Agents and Multi-Agent Systems (AAMAS) 2015, pp. 1275-1283, 4 - 8 May 2015, Istanbul, Turkey


Need accurate user behaviour? Pay attention to groups!

Kasturi JAYARAJAH, Yongki LEE, Archan MISRA, and Rajesh Krishna BALAN

Paper presented at 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp 2015) 7 - 11 September 2015, Osaka, Japan.


New Approach to Density Estimation and Application to Value-At-Risk

Kian Guan LIM, Cheng HAO, and Nelson K. L. YAP 

Paper published in Journal of Mathematical Finance, Vol. 5 (2015), pp. 423-432 (DOI: 10.4236/jmf.2015.55036).


New Methodology for Constructing Real Estate Price Indices Applied to the Singapore Residential Market

Liang JIANG, Peter C.B. PHILLIPS, and Jun YU

Paper published in Journal of Banking and Finance, Vol. 61(2), pp. 121-131, (DOI:10.1016/j.jbankfin.2015.08.026).

View Paper

NIRMAL: Automatic Identification of Software Relevant Tweets Leveraging Language Model

Abhishek SHARMA, Yuan TIAN, and David LO

Paper presented at the 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2015), 2-6 March 2015, Montréal (QC), Canada.

View Paper

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset

Qiyuan ZHANG, Lei WANG, Sicheng YU, Shuohang WANG, Yang WANG, Jing JIANG, Ee-Peng LIM

Paper presented at The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) (Virtual), 7-9 November 2021, Punta Cana, Dominican Republic.


NOAQHA: Numerical Reasoning with Interpretable Graph Question Answering Dataset

Qiyuan ZHANG, Lei WANG, Sicheng YU, Shuohang WANG, Yang WANG, Jing JIANG, Ee-Peng LIM

Paper presented at The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) (Virtual), 7-11 November 2021, Punta Cana, Dominican Republic.

View Paper

Non-autoregressive Dialog State Tracking

Hung LE and Richard SOCHER and Steven C.H. HOI

Paper presented at the Eighth International Conference on Learning Representations, 26-30 April 2020.

View Paper

Not All Trips Are Equal: Analyzing Foursquare Check-Ins of Trips and City Visitors

Wen-Haw CHONG, Bing Tian DAI, and Ee-Peng LIM

Paper presented at ACM Conference on Online Social Networks (COSN'15), 2-3 November 2015. Palo Alto (CA), USA.

View Paper

Noticing More: Mindfulness Increases Moral Awareness and Helps Individuals Notice Ethical Red Flags

C. LOO, Eva Katharina PETERS, Jochen REB

Paper presented at Society for Judgment and Decision Making Conference 2022 (Virtual), 10-12 February 2022.


Noticing More: Mindfulness Increases Moral Awareness and Helps Individuals Notice Ethical Red Flags

C. LOO, Eva Katharina PETERS, Jochen REB

Paper presented at Society for Judgment and Decision Making Conference 2021 (Virtual), 19-21 November 2021.


Older Adult Employment Status and Well-being: A Longitudinal Bidirectional Analysis

Jonathan Louis CHIA, Andree HARTANATO

Published in International Journal of Environmental Research and Public Health. (DOI: 10.3390/ijerph182312533)

View Paper

On Neighborhood Effects in Location-Based Social Networks

Thanh-Nam DOAN, Freddy CHONG Tat-Chua, and Ee-Peng LIM

Paper published in Proceedings of the 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 477-484. 149. 6-9 December 2015, Singapore.

View Paper

On Robust Image Spam Filtering Via Comprehensive Visual Modeling

Jialie SHEN, Robert DENG, Zhiyong CHENG, Liqiang NIE, and Shuicheng YAN.

Paper published in Pattern Recognition, 9 April 2015.

View Paper

On the Effectiveness of Virtualization Based Memory Isolation on Multicore Platform

Siqi MA and Xuhua DING

Paper presented at 2nd IEEE European Symposium on Security and Privacy (EuroS&P 2017), 26-28 April 2017, Paris, France.


On the Influence of Biases in Bug Localization: Evaluation and Benchmark

Ratnadira WIDYASARI, Stefanus Agus HARYONO, Ferdian THUNG, Jieke SHI, Constance TAN, Fiona WEE, Jack PHAN, David LO

Paper presented at the The 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANEER 2022), (Virtual), 15 March- 18 March 2022, Honolulu, Hawaii.


On the Usability (In)Security of In-App Browsing Interfaces in Mobile Apps

Zicheng ZHANG, Daoyuan WU, Lixiang LI and Debin GAO

Paper presented at The 24th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2021) (Virtual), 6-8 October 2021 (Virtual), Donostia/ San Sebastian, Spain.


On Unravelling Opinions of Issue Specific-Silent Users in Social Media

Wei GONG, Ee-Peng LIM, Feida ZHU, and Pei Hua CHER

Paper presented at the 10th International AAAI Conference on Web and Social Media (ICWSM 2016), 17-20 May 2016, Cologne, Germany.


Online Repositioning in Bike Sharing Systems

Meghna LOWALEKAR, Pradeep VARAKANTHAM, Supriyo GHOSH, Sanjay Dominik JENA, Patrick JALLIET

Paper presented at the 27th International Conference On Automated Planning and Scheduling, 18-23 June 2017, Pittsburgh, USA


Online Spatio-Temporal Matching in Stochastic and Dynamic Domains

Meghna LOWALEKAR, Pradeep Reddy VARAKANTHAM, Patrick JAILLET

Published in Artificial Intelligence Journal (AIJ)

View Paper

Ontology-Aided Feature Correlation for Multi-Modal Urban Sensing

Archan MISRA, Zaman LANTRA, and Kasthuri JAYARAJAH

Paper presented at the SPIE Defense + Commercial Sensing 2016, 17-21 April 2016, Baltimore (MD), USA.


Opportunities and Challenges in Multi-Modal Sensing for Regular Lifestyle Tracking

Sougata SEN

Paper published in Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication, pp. 225-227. 13-27 March 2015, Dallas (TX), USA.

View Paper

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