Siyuan Liu

46 papers A* 3A 9B 4C 3Journal 13Unranked 14
YearRankTypeTitle / Venue / Authors
2026 A* conf
Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring.
AAAI
Shiman Zhao, Siyuan Liu, Zhiqi Shen
2025 — conf
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays.
AIED (5)
Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan
2025 — conf
Advancing AI Literacy in Medical Education: A Medical AI Competency Framework Development.
AIED (5)
Chang Cai, Jamie Andrew Duell, Daisy Minghui Chen, Weng Kin Ho, Bernett Teck Kwong Lee, Fang Li, Siyuan Liu, Olivia Ng, Vidya Sudarshan, Shang-Ming Zhou, Gaoxia Zhu, Xiuyi Fan
2025 J jnl
Analyzing the teaching and learning environments through student feedback at scale: a multi-agent LLMs framework.
Educ. Inf. Technol.
Chang Cai, Shengxin Hong, Min Ma, Haiyue Feng, Sixuan Du, Minyang Chow, Winnie Li-Lian Teo, Siyuan Liu, Xiuyi Fan
2025 B conf
Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery.
IJCNN
Woon Yee Ng, Li Rong Wang, Siyuan Liu, Xiuyi Fan
2025 J jnl
Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery.
CoRR
Woon Yee Ng, Li Rong Wang, Siyuan Liu, Xiuyi Fan
2025 — conf
Interactive Sensemaking with SurveySense: Enhancing Survey Insights Through Human-AI Collaboration on an LLM-Based Platform.
HCI (48)
Jia Hui Bong, Chang Cai, Sing Yee Toh, Siyuan Liu, Xiuyi Fan
2025 — conf
WisdomTales: Improving Senior Citizens' Cognitive Abilities with Arithmetic Practices.
HCI (83)
Rayden Wei Xuan Teo, Siyuan Liu, Chengqi Zhang
2024 J jnl
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays.
CoRR
Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan
2024 — conf
Exploring Epistemic and Distributional Uncertainties in Algorithmic Trading Agents.
ICA
Justin Loh Teng Hao, Li Rong Wang, Chang Liu, Chanwoo Choi, Siyuan Liu, Xiuyi Fan
2024 — conf
Leveraging Large Language Models for Automated Chinese Essay Scoring.
AIED (1)
Haiyue Feng, Sixuan Du, Gaoxia Zhu, Yan Zou, Poh Boon Phua, Yuhong Feng, Haoming Zhong, Zhiqi Shen, Siyuan Liu
2022 C conf
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
INISTA
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu
2022 J jnl
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
CoRR
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan
2021 — conf
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study.
PRICAI (1)
James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach
2021 J jnl
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques.
CoRR
Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan
2021 J jnl
Evaluating the Correctness of Explainable AI Algorithms for Classification.
CoRR
Orcun Yalcin, Xiuyi Fan, Siyuan Liu
2021 — conf
Explainable AI for Classification Using Probabilistic Logic Inference.
CICAI (2)
Xiuyi Fan, Siyuan Liu
2021 — conf
Exploring the use of Virtual Reality for Evaluating Activities of Daily Living: A Usability Study.
ICCSE
Benny Toh Hsiang Tan, Huiguo Zhang, Chunyan Miao, Siyuan Liu
2021 J jnl
Ping Pong: An Exergame for Cognitive Inhibition Training.
Int. J. Hum. Comput. Interact.
Hao Zhang, Zhiqi Shen, Siyuan Liu, Dazhong Yuan, Chunyan Miao
2020 J jnl
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques.
CoRR
Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson
2020 J jnl
Explainable AI for Classification using Probabilistic Logic Inference.
CoRR
Xiuyi Fan, Siyuan Liu, Thomas C. Henderson
2019 J jnl
Recommend interesting items: How can social curiosity help?
Web Intell.
Qiong Wu, Siyuan Liu, Chunyan Miao
2018 — conf
A Two-Stage Incremental Update Method for Fall Detection with Wearable Device.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Jianfei Shen, Yiqiang Chen, Zhiqi Shen, Siyuan Liu
2018 — conf
Personalized Recommendation Considering Secondary Implicit Feedback.
ICA
Siyuan Liu, Qiong Wu, Chunyan Miao
2018 — conf
Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms.
HCI (27)
Siyuan Liu, Chunyan Miao, Martin J. McKeown, Jun Ji, Zhiqi Shen, Cyril Leung
2017 B conf
Modeling uncertainty driven curiosity for social recommendation.
WI
Qiong Wu, Siyuan Liu, Chunyan Miao
2017 — conf
Novel Functional Technologies for Age-Friendly E-commerce.
HCI (28)
Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng Siong Chng, Cyril Leung, Frank Guan, Chunyan Miao
2017 A conf
Two Forms of Explanations in Computational Assumption-based Argumentation.
AAMAS
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Chunyan Miao, Cyril Leung
2017 J jnl
Using blockchain to build trusted LoRaWAN sharing server.
Int. J. Crowd Sci.
Jun Lin, Zhiqi Shen, Chunyan Miao, Siyuan Liu
2016 A conf
A Kinect-based Interactive Game to Improve the Cognitive Inhibition of the Elderly: (Demonstration).
AAMAS
Siyuan Liu, Zhiqi Shen, Han Yu, Han Lin, Zhengjin Guo, Zhengxiang Pan, Chunyan Miao, Cyril Leung
2016 B conf
A Social Curiosity Inspired Recommendation Model to Improve Precision, Coverage and Diversity.
WI
Qiong Wu, Siyuan Liu, Chunyan Miao, Yuan Liu, Cyril Leung
2016 A conf
Explained Activity Recognition with Computational Assumption-Based Argumentation.
ECAI
Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao
2016 A conf
Identifying and Rewarding Subcrowds in Crowdsourcing.
ECAI
Siyuan Liu, Xiuyi Fan, Chunyan Miao
2016 A* conf
Productive Aging through Intelligent Personalized Crowdsourcing.
AAAI
Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung
2015 C conf
A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings.
ICEC
Siyuan Liu, Chunyan Miao, Yuan Liu, Hui Fang, Han Yu, Jie Zhang, Yueting Chai, Cyril Leung
2015 — conf
An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks.
WI-IAT (2)
Siyuan Liu, Chunyan Miao, Yuan Liu, Han Yu, Jie Zhang, Cyril Leung
2014 B conf
A fuzzy logic based Parkinson's Disease risk predictor.
FUZZ-IEEE
Siyuan Liu, Zhiqi Shen, Martin J. McKeown, Cyril Leung, Chunyan Miao
2014 J jnl
An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies.
Comput. Intell.
Siyuan Liu, Jie Zhang, Chunyan Miao, Yin-Leng Theng, Alex C. Kot
2014 A conf
An agent-based game for the predictive diagnosis of parkinson's disease.
AAMAS
Yundong Cai, Zhiqi Shen, Siyuan Liu, Han Yu, Xiaogang Han, Jun Ji, Martin J. McKeown, Cyril Leung, Chunyan Miao
2014 A* conf
RepRev: Mitigating the Negative Effects of Misreported Ratings.
AAAI
Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao
2013 A conf
A fuzzy logic based reputation model against unfair ratings.
AAMAS
Siyuan Liu, Han Yu, Chunyan Miao, Alex C. Kot
2013 J jnl
Securing Online Reputation Systems Through Trust Modeling and Temporal Analysis.
IEEE Trans. Inf. Forensics Secur.
Yuhong Liu, Yan Sun, Siyuan Liu, Alex C. Kot
2012 C conf
A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-marketplace.
ICEC
Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng
2012 A conf
A Dempster-Shafer theory based witness trustworthiness model.
AAMAS
Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng
2011 A conf
iCLUB: an integrated clustering-based approach to improve the robustness of reputation systems.
AAMAS
Siyuan Liu, Jie Zhang, Chunyan Miao, Yin Leng Theng, Alex C. Kot
2010 A conf
A clustering approach to filtering unfair testimonies for reputation systems.
AAMAS
Siyuan Liu, Chunyan Miao, Yin Leng Theng, Alex C. Kot