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ORCIDSiyuan Liu 0003
Person information
- affiliation: Nanyang Technological University, Singapore
Other persons with the same name
- Siyuan Liu — disambiguation page
- Siyuan Liu 0001
![[0000-0001-8595-8637]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8595-8637")
— Pennsylvania State University, State College, PA, USA - Siyuan Liu 0002 — KTH Royal Institute of Technology, Stockholm, Sweden
- Siyuan Liu 0004 — Dalian Maritime University, Dalian, China
- Siyuan Liu 0005 — Microsoft Research AI4Science, Beijing, China
- Siyuan Liu 0006 — Nankai University, Tianjin, China
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2020 – today
- 2025
[c28]Jia Hui Bong, Chang Cai, Sing Yee Toh, Siyuan Liu, Xiuyi Fan:
Interactive Sensemaking with SurveySense: Enhancing Survey Insights Through Human-AI Collaboration on an LLM-Based Platform. HCI (48) 2025: 153-170- 2024
- [c27]Haiyue Feng, Sixuan Du, Gaoxia Zhu, Yan Zou, Poh Boon Phua, Yuhong Feng, Haoming Zhong, Zhiqi Shen, Siyuan Liu:
Leveraging Large Language Models for Automated Chinese Essay Scoring. AIED (1) 2024: 454-467 - [c26]Justin Loh Teng Hao, Li Rong Wang, Chang Liu, Chanwoo Choi, Siyuan Liu, Xiuyi Fan:
Exploring Epistemic and Distributional Uncertainties in Algorithmic Trading Agents. ICA 2024: 82-87 - [i6]Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan:
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays. CoRR abs/2409.07453 (2024) - 2022
- [c25]Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu:
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. INISTA 2022: 1-8 - [i5]Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan:
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. CoRR abs/2203.12701 (2022) - 2021
- [j5]Hao Zhang, Zhiqi Shen, Siyuan Liu, Dazhong Yuan, Chunyan Miao:
Ping Pong: An Exergame for Cognitive Inhibition Training. Int. J. Hum. Comput. Interact. 37(12): 1104-1115 (2021) - [c24]Xiuyi Fan, Siyuan Liu:
Explainable AI for Classification Using Probabilistic Logic Inference. CICAI (2) 2021: 16-26 - [c23]Benny Toh Hsiang Tan, Huiguo Zhang, Chunyan Miao, Siyuan Liu:
Exploring the use of Virtual Reality for Evaluating Activities of Daily Living: A Usability Study. ICCSE 2021: 119-123 - [c22]James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach:
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. PRICAI (1) 2021: 323-335 - [i4]Orcun Yalcin, Xiuyi Fan, Siyuan Liu:
Evaluating the Correctness of Explainable AI Algorithms for Classification. CoRR abs/2105.09740 (2021) - [i3]Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan:
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques. CoRR abs/2111.14620 (2021) - 2020
- [i2]Xiuyi Fan, Siyuan Liu, Thomas C. Henderson:
Explainable AI for Classification using Probabilistic Logic Inference. CoRR abs/2005.02074 (2020) - [i1]Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson:
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques. CoRR abs/2005.06612 (2020)
2010 – 2019
- 2019
- [j4]Qiong Wu, Siyuan Liu, Chunyan Miao:
Recommend interesting items: How can social curiosity help? Web Intell. 17(4): 297-311 (2019) - 2018
- [c21]Siyuan Liu, Chunyan Miao, Martin J. McKeown, Jun Ji, Zhiqi Shen, Cyril Leung:
Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms. HCI (27) 2018: 546-560 - [c20]Siyuan Liu, Qiong Wu, Chunyan Miao:
Personalized Recommendation Considering Secondary Implicit Feedback. ICA 2018: 87-92 - [c19]Jianfei Shen, Yiqiang Chen, Zhiqi Shen, Siyuan Liu:
A Two-Stage Incremental Update Method for Fall Detection with Wearable Device. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 364-371 - 2017
- [j3]Jun Lin, Zhiqi Shen, Chunyan Miao, Siyuan Liu:
Using blockchain to build trusted LoRaWAN sharing server. Int. J. Crowd Sci. 1(3): 270-280 (2017) - [c18]Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Chunyan Miao, Cyril Leung:
Two Forms of Explanations in Computational Assumption-based Argumentation. AAMAS 2017: 1532-1534 - [c17]Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng Siong Chng, Cyril Leung, Frank Guan, Chunyan Miao:
Novel Functional Technologies for Age-Friendly E-commerce. HCI (28) 2017: 150-158 - [c16]Qiong Wu, Siyuan Liu, Chunyan Miao:
Modeling uncertainty driven curiosity for social recommendation. WI 2017: 790-798 - 2016
- [c15]Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung:
Productive Aging through Intelligent Personalized Crowdsourcing. AAAI 2016: 4405- - [c14]Siyuan Liu, Zhiqi Shen, Han Yu, Han Lin, Zhengjin Guo, Zhengxiang Pan, Chunyan Miao, Cyril Leung:
A Kinect-based Interactive Game to Improve the Cognitive Inhibition of the Elderly: (Demonstration). AAMAS 2016: 1479-1481 - [c13]Siyuan Liu, Xiuyi Fan, Chunyan Miao:
Identifying and Rewarding Subcrowds in Crowdsourcing. ECAI 2016: 1573-1574 - [c12]Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao:
Explained Activity Recognition with Computational Assumption-Based Argumentation. ECAI 2016: 1590-1591 - [c11]Qiong Wu, Siyuan Liu, Chunyan Miao, Yuan Liu, Cyril Leung:
A Social Curiosity Inspired Recommendation Model to Improve Precision, Coverage and Diversity. WI 2016: 240-247 - 2015
- [c10]Siyuan Liu, Chunyan Miao, Yuan Liu, Hui Fang, Han Yu, Jie Zhang, Yueting Chai, Cyril Leung:
A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings. ICEC 2015: 7:1-7:8 - [c9]Siyuan Liu, Chunyan Miao, Yuan Liu, Han Yu, Jie Zhang, Cyril Leung:
An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks. WI-IAT (2) 2015: 96-103 - 2014
- [j2]Siyuan Liu, Jie Zhang, Chunyan Miao, Yin-Leng Theng, Alex C. Kot:
An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies. Comput. Intell. 30(2): 316-341 (2014) - [c8]Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao:
RepRev: Mitigating the Negative Effects of Misreported Ratings. AAAI 2014: 3124-3125 - [c7]Yundong Cai, Zhiqi Shen, Siyuan Liu, Han Yu, Xiaogang Han, Jun Ji, Martin J. McKeown, Cyril Leung, Chunyan Miao:
An agent-based game for the predictive diagnosis of parkinson's disease. AAMAS 2014: 1663-1664 - [c6]Siyuan Liu, Zhiqi Shen, Martin J. McKeown, Cyril Leung, Chunyan Miao:
A fuzzy logic based Parkinson's Disease risk predictor. FUZZ-IEEE 2014: 1624-1631 - 2013
- [j1]Yuhong Liu, Yan Sun, Siyuan Liu, Alex C. Kot:
Securing Online Reputation Systems Through Trust Modeling and Temporal Analysis. IEEE Trans. Inf. Forensics Secur. 8(6): 936-948 (2013) - [c5]Siyuan Liu, Han Yu, Chunyan Miao, Alex C. Kot:
A fuzzy logic based reputation model against unfair ratings. AAMAS 2013: 821-828 - 2012
- [c4]Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng:
A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-marketplace. ICEC 2012: 99-106 - [c3]Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng:
A Dempster-Shafer theory based witness trustworthiness model. AAMAS 2012: 1361-1362 - 2011
- [c2]Siyuan Liu, Jie Zhang, Chunyan Miao, Yin Leng Theng, Alex C. Kot:
iCLUB: an integrated clustering-based approach to improve the robustness of reputation systems. AAMAS 2011: 1151-1152 - 2010
- [c1]Siyuan Liu, Chunyan Miao, Yin Leng Theng, Alex C. Kot:
A clustering approach to filtering unfair testimonies for reputation systems. AAMAS 2010: 1577-1578
Coauthor Index
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