Zilu Liang - RankMe

92 papers A* 1B 2C 9Misc 1Journal 16Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Biochemical Self-Tracking as Personal Informatics: Sensemaking and Actionability of At-Home Micronutrient Tests. BIOSTEC (4) Zilu Liang, Huyen Hoang Nhung, Thilini Savindya Karunarathna
2026	—	`conf`	Decision Threshold Optimization in Machine Learning Models for Questionnaire-Based OSA Screening. BIOSTEC (3) Huyen Hoang Nhung, Zilu Liang
2026	—	`conf`	GlucoPatrol: A Multi-Stakeholder Dashboard for Contextual Exploration of Continuous Glucose Monitoring Data. BIOSTEC (4) Thilini Savindya Karunarathna, Huyen Hoang Nhung, Zilu Liang
2026	—	`conf`	How Interpretable Are LLMs? A Multi-Metric Framework for Evaluating Synthetic Explanations in Digital Mental Health. BIOSTEC (1) Prasan Yapa, Ashala Senanayake, Zilu Liang
2026	—	`conf`	Unlocking Collaborative Creativity: Co-Design Smartwatch-Based Serious Games for Sleep Hygiene Intervention. BIOSTEC (3) Zilu Liang, Huyen Hoang Nhung, Edward F. Melcer, Daeun Hwang
2025	J	`jnl`	AI-driven sleep apnea screening with overnight blood oxygen saturation: current practices and future directions. Frontiers Digit. Health Huyen Hoang Nhung, Zilu Liang
2025	—	`conf`	AIM-W: An Input-Adaptive Framework for Interoperable Physiological Modeling on Wearables. WF-IoT Zilu Liang, Thilini Savindya Karunarathna, Ayaan Baig, Andrew Beten, Luna Lococo
2025	—	`conf`	Anxiety Detection in Reddit Posts Through Emotion Dynamics Analysis. BIOSTEC (2): HEALTHINF Ashala Senanayake, Zilu Liang
2025	—	`conf`	Assessing Dietary Protein Intake: A Comparative Study of Two Consumer Mail-In Nutrition Test Kits. BIOSTEC (2): HEALTHINF Zilu Liang
2025	J	`jnl`	ExDoRA: enhancing the transferability of large language models for depression detection using free-text explanations. Frontiers Artif. Intell. Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2025	—	`conf`	Eyes as Windows to the Heart: Predicting Heart Rate from Pupillometric Features. BIOSTEC (2): HEALTHINF Kevin Kristofer Kosasih, Carl Daniel Karlsson, Thilini Savindya Karunarathna, Zilu Liang
2025	J	`jnl`	GEM: graph attention encoder for multi-task depression severity detection in multi-party conversations. Soc. Netw. Anal. Min. Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2025	—	`conf`	Multiscale Entropy Analysis of Continuous Glucose Monitoring Data: A Comparative Study of Diabetic and Healthy Populations. BIOSTEC (2): HEALTHINF Cleber França Carvalho, Thilini Savindya Karunarathna, Zilu Liang
2025	—	`conf`	Reconsidering AHI as an Indicator of Sleep Apnea Severity: Insights from Mining Large, Longitudinal Sleep Datasets. BIOSTEC (2): HEALTHINF Huyen Hoang Nhung, Zilu Liang
2025	—	`conf`	Sleep, Sensors, and the Smartwatch: Co-Design Interaction Modalities for On-Wrist Health Apps. WF-IoT Zilu Liang, Samantha Chen, Huyen Hoang Nhung, Edward F. Melcer
2025	A*	`conf`	User Preferences for Interaction Timing in Smartwatch Sleep Hygiene Games. CHI Zilu Liang, Daeun Hwang, Samantha Chen, Huyen Hoang Nhung, Kingkarn Khotchasing, Edward F. Melcer
2025	—	`conf`	WearStreamer: Enabling High-Resolution Health Data Acquisition from Consumer Smartwatches. WSSE Zilu Liang
2025	J	`jnl`	Who Says What (WSW) 2.0: Utterance Semantic Modelling for Speaker Identification in Text-Based Multi-Party Conversations. SN Comput. Sci. Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2024	—	`conf`	Apnea Hypopnea Index Estimation from Low-Granularity Overnight Oxymetry Data. BIOSTEC (2) Huyen Hoang Nhung, Zilu Liang
2024	J	`jnl`	Co-design personal sleep health technology for and with university students. Frontiers Digit. Health Zilu Liang, Edward F. Melcer, Kingkarn Khotchasing, Huyen Hoang Nhung
2024	—	`conf`	Exploring the Impact of Wearable Continuous Glucose Monitoring on Glucose Regulation and Eating Behavior in Healthy Individuals: A Pilot Study. BTIW@MobiSys Zilu Liang
2024	—	`conf`	GyroTetris: Merging Mobile Gaming and Motion Sensing to Boost Motor Skills and Enjoyment. GCCE Zilu Liang, Shuma Nishida, Takeru Noguchi, Takuto Maenaka
2024	—	`conf`	LSTM-based Glucose Prediction for Prediabetes. GCCE Cleber França Carvalho, Thilini Savindya Karunarathna, Zilu Liang
2024	C	`conf`	Physiological Signal Based Blood Glucose Prediction in Diabetics and Non-Diabetics. HealthCom Thilini Savindya Karunarathna, Zilu Liang
2024	B	`conf`	ProDepDet: Out-of-domain Knowledge Transfer of Pre-trained Large Language Models for Depression Detection in Text-Based Multi-Party Conversations. IJCNN Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2024	J	`jnl`	Prompt engineering for digital mental health: a short review. Frontiers Digit. Health Y. H. P. P. Priyadarshana, Ashala Senanayake, Zilu Liang, Ian Piumarta
2024	—	`conf`	Time Series Analysis for Social Media Anxiety Detection: A Mini Review. GCCE Ashala Senanayake, Zilu Liang
2024	C	`conf`	Transferring Large Language Models for Depression Detection through Multi-Party Conversation Analysis. HealthCom Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2024	C	`conf`	Wearable-Friendly Apnea Severity Classification. HealthCom Huyen Hoang Nhung, Zilu Liang
2024	—	`conf`	WristPet: Promoting Daily Physical Activity Through Nudge Theory in a Smartwatch App. GCCE Kingkarn Khotchasing, Huyen Hoang Nhung, Adam Saleh, Zilu Liang
2023	—	`conf`	A Bi-national Investigation of the Needs of Visually Disabled People from Mexico and Japan. CHIRA (1) Alexandro del Valle, Zilu Liang, Ian Piumarta
2023	J	`jnl`	A Study of Identification of Corporate Financial Fraud Using Neural Network Algorithms in an Information-based Environment. Informatica (Slovenia) Zilu Liang, Yunji Liang
2023	—	`conf`	An Experience Report on English Medium Instruction (EMI) based Computing Education in a Faculty of Engineering in Japan. CSEE&T Zilu Liang, Ian Piumarta
2023	—	`conf`	Comparing Attitudes Towards Mobile App Development between International Students and Domestic Japanese Students. TALE Zilu Liang
2023	—	`conf`	Contrast Set Mining for Actionable Insights into Associations Between Sleep and Glucose in a Normoglycemic Population. HEALTHINF Huyen Hoang Nhung, Zilu Liang
2023	—	`conf`	Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data. GCCE Zilu Liang
2023	—	`conf`	Effect of Decision Boundary for Logistic Regression Classifiers on Sleep Apnea Screening Accuracy with Wearable SpO2 Data. ICMU Zilu Liang
2023	C	`conf`	Enhancing Learning Experience in University Engineering Classes with Kahoot! Quiz Games. ICCE Zilu Liang
2023	—	`conf`	HelaDepDet: A Novel Multi-class Classification Model for Detecting the Severity of Human Depression. CollabTech Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2023	—	`conf`	Mining Contrast Rules in a Sleep Apnea Dataset. GCCE Hannah Jayne, Alena Lukovnikova, Huyen Hoang Nhung, Zilu Liang
2023	—	`conf`	Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea. ICMHI Zilu Liang
2023	J	`jnl`	What's keeping teens up at night? Reflecting on sleep and technology habits with teens. Pers. Ubiquitous Comput. Bernd Ploderer, Shannon Rodgers, Zilu Liang
2023	C	`conf`	Who Says What (WSW): A Novel Model for Utterance-Aware Speaker Identification in Text-Based Multi-Party Conversations. WEBIST Y. H. P. P. Priyadarshana, Zilu Liang, Ian Piumarta
2022	—	`conf`	AkiKomi: Design and Implementation of a Mobile App System for Real-time Room Occupancy Estimation. GCCE Daisei Tanaka, Junsei Tanaka, Kuriki Ikuru, Zilu Liang, Ian Piumarta
2022	—	`conf`	Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity Trackers. HEALTHINF Zilu Liang, Huyen Hoang Nhung, Lauriane Bertrand, Nathan Cleyet-Marrel
2022	—	`conf`	Contextualizing Introductory App Development Course for First-Year Engineering Students. TALE Zilu Liang
2022	—	`conf`	Correlation Analysis of Nested Consumer Health Data: A New Look at an Old Problem. LifeTech Zilu Liang
2021	J	`jnl`	A Multi-Level Classification Approach for Sleep Stage Prediction With Processed Data Derived From Consumer Wearable Activity Trackers. Frontiers Digit. Health Zilu Liang, Mario Alberto Chapa Martell
2021	B	`conf`	An N-of-1 Investigation into Stress-Related Hemodynamics in the Prefrontal Cortex During the First Sleep Cycle. SMC Zilu Liang
2021	—	`conf`	Investigating the Effect of Feature Distribution Shift on the Performance of Sleep Stage Classification with Consumer Sleep Trackers. GCCE Pataranit Sirithummarak, Zilu Liang
2021	—	`conf`	Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking. HealthyIoT Zilu Liang
2021	—	`conf`	Teaching Android App Development to First Year Undergraduates: Textual Programming or Visual Programming? TALE Zilu Liang, Masayuki Nishi, Ippei Kishida
2021	—	`conf`	The Role of Continuous Glucose Monitoring in Automatic Detection of Eating Activities. LifeTech Lauriane Bertrand, Nathan Cleyet-Marrel, Zilu Liang
2021	J	`jnl`	What Does Sleeping Brain Tell About Stress? A Pilot Functional Near-Infrared Spectroscopy Study Into Stress-Related Cortical Hemodynamic Features During Sleep. Frontiers Comput. Sci. Zilu Liang
2020	—	`conf`	A Two-stage Imbalanced Learning Method for Sleep Stages Classification using Consumer Activity Trackers. HEALTHINF Zilu Liang, Mario Alberto Chapa Martell
2020	—	`conf`	Developing mHealth App for Tracking Academic Stress and Physiological Reactions to Stress. LifeTech Zilu Liang, Oraphan Tatha, Lys Egholm Andersen
2020	J	`jnl`	How Does Fitbit Measure Brainwaves: A Qualitative Study into the Credibility of Sleep-tracking Technologies. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zilu Liang, Bernd Ploderer
2020	—	`conf`	Opportunities for Improving the Learning/Teaching Experience in a Virtual Online Environment. TALE Zilu Liang, Miguel Gomes da Costa Junior, Ian Piumarta
2020	—	`conf`	Student Research Competition (TALE SRC). TALE Zilu Liang
2020	—	`conf`	Validation of Omron Wearable Blood Pressure Monitor HeartGuide MobiHealth Zilu Liang, Mario Alberto Chapa Martell
2019	C	`conf`	A Quantified-Self Framework for Exploring and Enhancing Personal Productivity. CBMI Gary White, Zilu Liang, Siobhán Clarke
2019	—	`conf`	Achieving Accurate Ubiquitous Sleep Sensing with Consumer Wearable Activity Wristbands Using Multi-class Imbalanced Classification. DASC/PiCom/DataCom/CyberSciTech Zilu Liang, Mario Alberto Chapa Martell
2019	—	`conf`	Combining Numerical and Visual Approaches in Validating Sleep Data Quality of Consumer Wearable Wristbands. PerCom Workshops Zilu Liang, Mario Alberto Chapa Martell
2019	—	`conf`	Combining Resampling and Machine Learning to Improve Sleep-Wake Detection of Fitbit Wristbands. ICHI Zilu Liang, Mario Alberto Chapa Martell
2019	—	`conf`	Design of A Web Development Attitudes Survey. TALE Zilu Liang
2019	—	`conf`	Enhancing Active Learning in Web Development Classes Using Pairwise Pre-and-Post Lecture Quizzes. TALE Zilu Liang
2018	J	`jnl`	A Pervasive Sensing Approach to Automatic Assessment of Trunk Coordination Using Mobile Devices. EAI Endorsed Trans. Pervasive Health Technol. Zilu Liang, Yasuyuki Yoshida, Nami Iino, Takuichi Nishimura, Mario Alberto Chapa Martell, Satoshi Nishimura
2018	—	`conf`	A Top-Down Approach to Teaching Web Development in the Cloud. TALE Zilu Liang, Mario Alberto Chapa Martell
2018	J	`jnl`	Not All Errors Are Created Equal: Influence of User Characteristics on Measurement Errors of Consumer Wearable Devices for Sleep Tracking. EAI Endorsed Trans. Pervasive Health Technol. Zilu Liang, Mario Alberto Chapa Martell
2018	J	`jnl`	Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions. J. Heal. Informatics Res. Zilu Liang, Mario Alberto Chapa Martell
2017	—	`conf`	Are wearable EEG devices more accurate than fitness wristbands for home sleep Tracking? Comparison of consumer sleep trackers with clinical devices. GCCE Zilu Liang, Takuichi Nishimura
2017	—	`conf`	Considering interpersonal differences in validating wearable sleep-tracking technologies. ICMU Zilu Liang, Mario Alberto Chapa Martell
2017	—	`conf`	Explicit exercise coaching for health promotion based on bio-mechanics and ontology engineering. PervasiveHealth Zilu Liang, Takuichi Nishimura, Satoshi Nishimura
2017	—	`conf`	Investigating Classroom Activities in English Conversation Lessons Based on Activity Coding and Data Visualization. JSAI-isAI Workshops Zilu Liang, Satoshi Nishimura, Takuichi Nishimura, Mario Alberto Chapa Martell
2017	—	`conf`	Is fitbit fit for sleep-tracking?: sources of measurement errors and proposed countermeasures. PervasiveHealth Zilu Liang, Bernd Ploderer, Mario Alberto Chapa Martell
2017	—	`conf`	Novel use of Nintendo Wii Balance Board for automatic evaluation on motion quality. GCCE Zilu Liang, Takuichi Nishimura, Nami Iino, Yasuyuki Yoshida, Satoshi Nishimura
2017	—	`conf`	Utilizing mobile devices for evaluating body trunk coordination: Feasibility and preliminary results. ICMU Zilu Liang, Takuichi Nishimura, Nami Iino, Yasuyuki Yoshida, Satoshi Nishimura
2016	—	`conf`	A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data. ICHI Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
2016	—	`conf`	Health Promotion Community Support for Vitality and Empathy: Visualize Quality of Motion (QoM). HCI (15) Takuichi Nishimura, Zilu Liang, Satoshi Nishimura, Tomoka Nagao, Satoko Okubo, Yasuyuki Yoshida, Kazuya Imaizumi, Hisae Konosu, Hiroyasu Miwa, Kanako Nakajima, Ken Fukuda
2016	—	`conf`	Mining hidden correlations between sleep and lifestyle factors from quantified-self data. UbiComp Adjunct Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
2016	C	`conf`	Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set. HealthCom Zilu Liang, Yukiko Nagata, Mario Alberto Chapa Martell, Takuichi Nishimura
2016	Misc	`conf`	Sleep tracking in the real world: a qualitative study into barriers for improving sleep. OZCHI Zilu Liang, Bernd Ploderer
2016	J	`jnl`	SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors. Pers. Ubiquitous Comput. Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, Yuxuan Li
2015	—	`conf`	Axis Visualizer: Enjoy Core Torsion and Be Healthy for Health Promotion Community Support. JSAI-isAI Workshops Takuichi Nishimura, Zilu Liang, Satoshi Nishimura, Tomoka Nagao, Satoko Okubo, Yasuyuki Yoshida, Kazuya Imaizumi, Hisae Konosu, Hiroyasu Miwa, Kanako Nakajima, Ken Fukuda
2015	—	`conf`	Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data. JSAI-isAI Workshops Zilu Liang, Wanyu Liu, Bernd Ploderer, James Bailey, Lars Kulik, Yuxuan Li
2015	—	`conf`	Framing Self-quantification for Individual-level Preventive Health Care. HEALTHINF Zilu Liang, Mario Alberto Chapa Martell
2014	—	`conf`	A route guidance system with personalized rerouting for reducing traveling time of vehicles in urban areas. ITSC Zilu Liang, Yasushi Wakahara
2014	J	`jnl`	Real-time urban traffic amount prediction models for dynamic route guidance systems. EURASIP J. Wirel. Commun. Netw. Zilu Liang, Yasushi Wakahara
2014	C	`conf`	Speed-Volume Relationship Model for Speed Estimation on Urban Roads in Intelligent Transportation Systems. ICSEng Zilu Liang, Yasushi Wakahara
2013	—	`conf`	Automatic Route Shortening Based on Link Quality Classification in Ad Hoc Networks. ICSS Zilu Liang, Yasushi Wakahara
2013	—	`conf`	City traffic prediction based on real-time traffic information for Intelligent Transport Systems. ITST Zilu Liang, Yasushi Wakahara
2011	C	`conf`	Pro-Reactive Route Recovery with Automatic Route Shortening in Wireless Ad Hoc Networks. ISADS Zilu Liang, Yuzo Taenaka, Takefumi Ogawa, Yasushi Wakahara