Research
- Algorithmic Game Theory
- Machine Learning
- Data Science
- Quantitative Finance
- Randomized Algorithms
- Fixed-Parameter Algorithms
- Graph Theory & Algorithms
- Bioinformatics
- Parameterized Online Learning for Min-Max Envy Resource Allocation and Team Formation.
Grant No.: NSTC 113-2927-I-032-501 (Programme of Integrated Actions (PIA) ORCHID (TAIWAN); NSTC-BFT Orchid Program).
Period: January 2024–December 2025.
- A Study on Group Competition Game of Real-Policy Making Based on Equilibria Existence and Gradient Algorithms.
Grant No.: NSTC 112-2221-E-032-018-MY3.
Period: August 2023–July 2026.
- Game Theoretical Aspects in Modeling and Analyzing Party Election Campaign.
Grant No.: MOST 110-2222-E-032-002-MY2.
Period: April 2021–March 2023.
- A Study on Property Testing. (DAAD-NSC Sandwich Project).
Grant No.: NSC 96-2911-I-194-008-2; Germany: RO 927/10–1/568846.
Period: September 2007–August 2008.
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Scholarship, Awards & Professional Services
- Program Committee Member of the 40th Symposium on Combinatorial Mathematics and Computational Theory (CMCT 2023), 19–20 May 2023, Taoyuan.
- Program Committee Member of the International Computer Symposium (ICS 2022), 15–17 December 2022, Taoyuan.
- Program Chair (Domestic Track) of the 27th International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2022), 1–3 December 2022, Tainan.
- Program Committee of National Computer Symposium (NCS 2021), December 2021.
- Reviewer of Mathematical Reviews/MathSciNet, since September 2021.
- Scholarship Holder of DAAD-NSC Sandwich Program, September 2007– August 2008.
- Topic: A Game-Theoretic Exploration on Group Competition and Formation through Online Learning Algorithms.
Institute: Institute of Data Science and Information Computing, National Chung Hsin University.
Time: 21st December 2023.
- Topic: A Sketch of Nash’s Theorem from Fixed Point Theorems.
Institute: Institute of Information Management, National Yang Ming Chiao Tung University.
Time: 3rd November 2022.
- Topic: Case Studies of Data Analysis and Machine Learning for Market Microstructures.
Institute: Institute of Information and Decision Sciences, National Taipei University of Business.
Time: 24th October 2021.
- Topic: How Good Is a Two-Party Election Game?
2021 Summer School on Operations Research and Applications.
Time: 19th August 2021.
- Topic: How Good Is a Two-Party Election Game?
Institute: Institute of Information and Decision Sciences, National Taipei University of Business.
Time: 17th June 2021.
- Topic: Network Creation Games: Foundations and Ongoing Work.
Institute: Institute of Information Management, National Yang Ming Chiao Tung University.
Time: 7th December 2015.
[Journal papers]
- Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, An-Tzu Teng and Ke-Wei Fu:
Multiagent Learning for Competitive Opinion Optimization.
Theoretical Computer Science. 1017 (2024) 11487. [DOI]
- Bo-Hsin Lin, Chuang-Chieh Lin, Chih-Chieh Hung, Chien-Chang Chen and Yu-Hsin Chen:
On the Identifiability of Artificial Financial Time Series.
Journal of Information Science and Engineering. 40 (2024) 567–579. [DOI]
- Chuang-Chieh Lin, Chih-Chieh Hung, Chi-Jen Lu, and Po-An Chen:
Group Formation by Group Joining and Opinion Updates via Multi-Agent Online Gradient Ascent.
IEEE Computational Intelligence Magazine 18 (2023) 60–61. [DOI]
- Wendgoundi Abdoul Rasmanè Savadogo, Chuang-Chieh Lin, Chih-Chieh Hung, Chien-Chang Chen, Zhen Liu, Tingting Liu:
A study on constructing an elderly abuse detection system by convolutional neural networks.
Journal of the Chinese Institute of Engineers 46 (2023) 118–127. [DOI]
- Chih-Chieh Hung, Chuang-Chieh Lin, Hsien-Chu Wu, Chia-Wei Lin:
A study on reversible data hiding technique based on three-dimensional prediction-error histogram modification and a multilayer perceptron.
Applied Sciences 12 (2022) 2502.
[DOI]
- Chuang-Chieh Lin, Chi-Jen Lu, and Po-An Chen:
How good is a two-party election game?
Theoretical Computer Science 871 (2021) 79–93.
[DOI]
- Trees-Juen Chuang, Min-Yu Yang, Chuang-Chieh Lin, Ping-Hung Hsieh, and Li-Yuan Hung:
Comparative genomics of grass EST libraries reveals previously uncharacterized splicing events in crop plants.
BMC Plant Biology 15:39 (2015). [DOI]
- Maw-Shang Chang, Chuang-Chieh Lin, and Peter Rossmanith:
Testing consistency of quartet topologies: a parameterized approach.
Information Processing Letters 113 (2013) 852–857.
[DOI]
- Maw-Shang Chang, Chuang-Chieh Lin, and Peter Rossmanith:
A property tester for tree-likeness of quartet topologies.
Theory of Computing Systems 49 (2011) 576–587.
[DOI]
- Maw-Shang Chang, Hsiao-Han Chung, and Chuang-Chieh Lin:
An improved algorithm for the red-blue hitting set problem with the consecutive ones property.
Information Processing Letters 110 (2010) 845–848.
[DOI]
- Maw-Shang Chang, Chuang-Chieh Lin, and Peter Rossmanith:
New fixed-parameter algorithms for the minimum quartet inconsistency problem.
Theory of Computing Systems 47 (2010) 342–367.
[DOI]
[International conference/workshop papers and posters]
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Shuo-Ting Hung, Pin-Hua Wei, Yu-Chuan Huang, Nan-Tien Chen, Han-Siang Lan, Chuang-Chieh Lin, and Chih-Chieh Hung:
Portfolio Optimization Using No-Regret Online Learning: A Case Study on US Stocks
Accepted in the Program of Frontier Innovation Award Competition 2024,
organized in the 14th International Conference on Frontier Computing (FC 2024)
(Singapore, July 10–14, 2024).
Gold Award Winner of the Artificial Intelligence track.
- Chuang-Chieh Lin, Chi-Jen Lu, Po-An Chen:
How Bad Can An Election Game of Two or More Parties Be?
The 6th Games, Agents, and Incentives Workshop (GAIW 2024; a Workshop at AAMAS 2024). Accepted for full presentation. [slides]
Program Link.
- Chih-Chieh Hung, Hong-En Hsiao, Chuang-Chieh Lin, Hui-Huang Hsu:
Air Pollution Source Tracing
Framework: Leveraging Microsensors and Wind Analysis for Pollution Source Identification.
In Proceedings of the 28th International Conference on Technologies and Applications of Artificial Intelligence
(TAAI 2023, Yunlin, Taiwan; 1–2 December 2023), pp. 142–154.
Excellent Paper Award. [DOI]
- Chi-Hao Wang, Chi-Jen Lu, Ming-Tat Ko, Po-An Chen, Chuang-Chieh Lin:
Budget-Constrained Cost-Covering Job Assignment for a Total Contribution-Maximizing Platform.
In Proceedings of the 34th International Workshop on Combinatorial Algorithms (IWOCA 2023),
Lecture Notes in Computer Science, Vol. 13889, Springer-Verlag, pp. 392–403.
[DOI]
- Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, Yu-Qin Lin:
When and How to Have Negative Regrets for Online Learners? Profits for Prediction Market Makers as an Example.
The 9th International Workshop on Computational Social Choice (COMSOC 2023)
Poster Session (3rd July 2023).
- Po-An Chen, Chi-Jen Lu, Chuang-Chieh Lin, and Ke-Wei Fu:
Multiagent Learning for Competitive Opinion Optimization.
In Proceedings of the 2022 International Computer Symposium
(ICS 2022, Taoyuan, Taiwan; 15–17 December 2022).
Communications in Computer and Information Science (CCIS), Vol. 1723, pp. 61–72.
[DOI]
- Po-An Chen, Yiling Chen, Chi-Jen Lu, and Chuang-Chieh Lin:
Profitable prediction market making.
Program of the 14th Annual Meeting of the Asian Association for Algorithms and Computation
(AAAC 2021, Tainan, Taiwan; 22–24 October 2021).
- Chuang-Chieh Lin, Chi-Jen Lu, Po-An Chen:
How good is a two-party election game?
The 21st ACM Conference on Economics and Computation (EC 2020)
Main Poster Session (S3W3).
- Chuang-Chieh Lin and Chi-Jen Lu:
Efficient mechanisms for peer grading and dueling bandits.
In Proceedings of the 10th Asian Conference on Machine Learning
(ACML 2018, Beijing, China; 14–16 November 2018),
Proceedings of Machine Learning Research (PMLR), Vol. 95, pp. 740–755. [abstract]
- Maw-Shang Chang, Chuang-Chieh Lin, and Peter Rossmanith:
New fixed-parameter algorithms for the minimum quartet inconsistency problem.
In Proceedings of the 3rd International Workshop on Exact and Parameterized Computation
(IWPEC 2008, Victoria B.C., Canada; 14–16 May),
Lecture Notes in Computer Science, Vol. 5018, Springer-Verlag, pp. 66–77.
[slides]
[DOI]
[Domestic track/conference papers]
- Chuang-Chieh Lin, Chi-Jen Lu, Po-An Chen:
Nash Equilibria of a Two-Party Policy Competition Game.
In Proceedings of the 41st Workshop on Combinatorial Mathematics and Computation Theory
(CMCT 2024, Taipei City, Taiwan, 17–18 May, 2024).
Best Paper Award. [slides]
- Bo-Hsin Lin, Chuang-Chieh Lin, Chih-Chieh Hung, and Chien-Chang Chen:
On the Identifiability of Artificial Financial Time Series Data (Chinese).
Archived in the 27th International Conference on Technologies and Applications of Artificial Intelligence
(TAAI 2022, Tainan, Taiwan; 1–3 December 2022).
- Chuang-Chieh Lin:
Testing tree-consistency with k missing quartets.
In Proceedings of the 28th Workshop on Combinatorial Mathematics and Computation Theory
(CMCT 2011, Penghu, Taiwan, 27–28 May, 2011), pp. 280–285.
- Maw-Shang Chang, Hsiao-Han Chung, and Chuang-Chieh Lin:
An improved algorithm for the red-blue hitting set problem with the consecutive ones property.
In Proceedings of the 26th Workshop on Combinatorial Mathematics and Computation Theory
(CMCT 2009, Chiayi, Taiwan, 24–25 April, 2009), pp. 15–20.
Best Paper Award.
[Dissertation]
- Chuang-Chieh Lin:
A Study on Fixed-Parameter Algorithms and Property Testing.
Ph.D. Dissertation. Department of Computer Science and Information Engineering,
National Chung Cheng University, Taiwan, 2011. [pdf]
Welcome to our lab: 
