Theses/Dissertations from 2024
Combinatorial creativity: Knowledge graphs and idea generation in crowdsourcing innovation, Zhi Wei Vincent MACK
Recommender system design and multi-channel pricing: personalization strategies for online platforms, Hao ZHANG
Using pre-trained models for vision-language understanding tasks, Rui CAO
Theses/Dissertations from 2023
Theses/Dissertations from 2022
Chinese idiom understanding with transformer-based pretrained language models, Minghuan TAN
Modeling sentiments and preferences from multimodal data, Quoc Tuan TRUONG
Deep learning for video-grounded dialogue systems, Hung LE
Theses/Dissertations from 2021
Can we make it better? Assessing and improving quality of GitHub repositories, Gede Artha Azriadi PRANA
Credit assignment in multiagent reinforcement learning for large agent population, Arambam James SINGH
Learning to interpret knowledge from software Q&A sites, Bowen XU
Machine learning based approaches towards robust Android malware detection, Jiayun XU
Efficient algorithms for trajectory-aware mobile crowdsourcing, Chung-Kyun HAN
Novel techniques in recovering, embedding, and enforcing policies for control-flow integrity, Yan LIN
Theses/Dissertations from 2020
Vision-based analytics for improved AI-driven IoT applications, Amit SHARMA
Novel deep learning methods combined with static analysis for source code processing, Duy Quoc Nghi BUI
Statistical and deep learning models for software engineering corpora, Van Duc Thong HOANG
Deep learning for real-world object detection, Xiongwei WU
A virtualization based system infrastructure for dynamic program analysis, Jiaqi HONG
Online spatio - Temporal demand supply matching, Meghna LOWALEKAR
Scalable multi-agent reinforcement learning for aggregation systems, Tanvi VERMA
Raising funds in the era of digital economy, Deserina SULAEMAN
Using knowledge bases for question answering, Yunshi LAN
Theses/Dissertations from 2019
Enhanced gesture sensing using battery-less wearable motion trackers, Huy Vu TRAN
Gesture-based profiling of commonplace lifestyle and physical activity behaviors, Meeralakshmi RADHAKRISHNAN
Multimodal mobile sensing systems for physiological and psychological assessment, Nguyen Phan Sinh HUYNH
When keystroke meets password: Attacks and defenses, Ximing LIU
Successful venture building: What matters! An empirical examination of effective incubation practices, Patrick THNG
Exploiting approximation, caching and specialization to accelerate vision sensing applications, Nguyen Loc HUYNH
Preference learning and similarity learning perspectives on personalized recommendation, Duy Dung LE
Exploiting mobility for predictive urban analytics & operations, Kasthuri JAYARAJAH
Making sense of crowd-generated content in domain-specific settings, Agus SULISTYA
Sensitive behavior analysis of android applications on unrooted devices in the wild, Xiaoxiao TANG
StressMon: Large scale detection of stress and depression in campus environment using passive coarse-grained location data, Camellia ZAKARIA
On-the-fly Android static analysis with applications in vulnerability discovery, Daoyuan WU
Modeling sequential and basket-oriented associations for top-K recommendation, Duc-Trong LE DUC TRONG
Question answering with textual sequence matching, Shuohang WANG
Theses/Dissertations from 2018
Comparison mining from text, Maksim TKACHENKO
Empathetic computing for inclusive application design, Kenny CHOO TSU WEI
Feature-based transfer learning In natural language processing, Jianfei YU
Modeling movement decisions in networks: A discrete choice model approach, Larry LIN JUNJIE
Reinforcement learning for collective multi-agent decision making, Duc Thien NGUYEN
Social software development: Insights and solutions, Abhishek SHARMA
Analyzing and modeling users in multiple online social platforms, Roy LEE KA WEI
Proactive and reactive resource/Task allocation for agent teams in uncertain environments, Pritee AGRAWAL
Secure enforcement of isolation policy on multicore platforms with virtualization techniques, Siqi ZHAO
Context recovery in location-based social networks, Wen Haw CHONG
Exploring offline friendships on the social information network: Network characteristics, information diffusion, and tie strength, Felicia NATALI
Advanced malware detection for android platform, Ke XU
Music popularity, diffusion and recommendation in social networks: A fusion analytics approach, Jing REN
Overfitting in automated program repair: Challenges and solutions, Dinh Xuan Bach LE
Automatic vulnerability detection and repair, Siqi MA
Entity summarization of reviews and micro-reviews, Thanh Son NGUYEN
From digital traces to marketing insights: Recovering consumer preferences for digital entertainment services and online shopping, Ai Phuong HOANG
Learning latent characteristics of locations using location-based social networking data, Thanh Nam DOAN
Recommending APIs for software evolution, Ferdian THUNG
Theses/Dissertations from 2017
Online learning with nonlinear models, Doyen SAHOO
Proactive sequential resource (re)distribution for improving efficiency in urban environments, Supriyo GHOSH
An integrated framework for modeling and predicting spatiotemporal phenomena in urban environments, Tuc Viet LE
Scalable online kernel learning, Jing LU
Uncovering user-triggered privacy leaks in mobile applications and their utility in privacy protection, Joo Keng Joseph CHAN
Hybrid based approaches for software fault localization and specification mining, Bui Tien Duy LE
Mining diverse consumer preferences for bundling and recommendation, Ha Loc DO
Real-time bursty topic detection and virality forecasting in microblogs, Wei XIE
Testing and debugging: A reality check, Pavneet Singh KOCHHAR
Fusing mobile, wearable and infrastructure sensing for immersive daily lifestyle analytics, Sougata SEN
Recommending personalized schedules in urban environments, Cen CHEN
Aspect discovery from product reviews, Ying DING
Proactive and reactive strategies to handle surges in urban crowds, Jiali DU
Modeling adoption dynamics in social networks, Minh Duc LUU
Theses/Dissertations from 2016
Techniques for identifying mobile platform vulnerabilities and detecting policy-violating applications, Mon Kywe SU
Decision modeling and empirical analysis of mobile financial services, Jun LIU
Profiling social media users with selective self-disclosure behavior, Wei GONG
User Behavior Mining in Microblogging, Tuan Anh HOANG
Towards Secure Online Distribution of Multimedia Codestreams, Swee Won LO
Theses/Dissertations from 2015
Enabling real time in-situ context based experimentation to observe user behaviour, Kartik MURALIDARAN
Event identification and analysis on Twitter, Qiming DIAO
Mining user viewpoints in online discussions, Minghui QIU
Multimodal Code Search, Shaowei WANG
Theses/Dissertations from 2014
Data Preparation for Social Network Mining and Analysis, Yazhe WANG
Opinion Mining of Sociopolitical Comments from Social Media, Swapna GOTTIPATI
Multi-cost and upgradable spatial network databases, Yimin LIN
Ranking-based approaches for localizing faults, Lucia LUCIA
Recommendation Support for Multi-Attribute Databases, Jilian ZHANG
On Predicting User Affiliations Using Social Features in Online Social Networks, Minh Thap NGUYEN
Pricing Strategy for Cloud Computing Services, Jianhui HUANG
Social Correlation in Latent Spaces for Complex Networks, Freddy Chong Tat CHUA
Generic Instance-Specific Automated Parameter Tuning Framework, Linda LINDAWATI
Using User Saliency For Effective OLED Display Power Management, Kiat Wee TAN
Virtualization-based System Hardening against Untrusted Kernels, Yueqiang CHENG
Theses/Dissertations from 2013
Dynamic Queue Management for Hospital Emergency Room Services, Kar Way TAN
Anomaly Detection on Social Data, Hanbo DAI
A Study of the Imitation, Collection and Usability Issues of Keystroke Biometrics, Chee Meng TEY
Exploiting Human Factors in User Authentication, Payas GUPTA
Fair Cost Sharing Auction Mechanisms in Last Mile Ridesharing, Duc Thien NGUYEN
Impact of Multimedia in Sina Weibo, Xun ZHAO
The Informavore Shopper: Analysis of Information Foraging, System Design, and Purchasing Behavior in Online Retail Stores, Jeff Min Teck HONG