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ORCIDSiqi Chen 0001
Person information
- affiliation: Tianjin University, College of Intelligence and Computing, China
- affiliation (PhD 2014): Maastricht University, The Netherlands
Other persons with the same name
- Siqi Chen (aka: Si-Qi Chen) — disambiguation page
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2020 – today
- 2024
[j11]Siqi Chen
, Ivan Semenov, Fengyun Zhang, Yang Yang, Jie Geng, Xuequan Feng, Qinghua Meng, Kaiyou Lei:
An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network. Comput. Biol. Medicine 169: 107900 (2024)- [c22]Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei:
ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning. AAMAS 2024: 2195-2197 - 2023
- [c21]Siqi Chen, Qisong Sun, Heng You, Tianpei Yang, Jianye Hao:
Transfer Learning based Agent for Automated Negotiation. AAMAS 2023: 2895-2898 - [c20]Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss:
Transfer Reinforcement Learning Based Negotiating Agent Framework. PAKDD (2) 2023: 386-397 - [c19]Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei:
An effective negotiating agent framework based on deep offline reinforcement learning. UAI 2023: 324-335 - 2022
- [j10]Ran Su, Haitang Yang, Leyi Wei, Siqi Chen, Quan Zou:
A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data. PLoS Comput. Biol. 18(9): 1010402 (2022) - 2021
- [c18]Xiaoyang Gao, Siqi Chen, Yan Zheng, Jianye Hao:
A deep reinforcement learning-based agent for negotiation with multiple communication channels. ICTAI 2021: 868-872 - [c17]Leling Wu, Siqi Chen, Xiaoyang Gao, Yan Zheng, Jianye Hao:
Detecting and Learning Against Unknown Opponents for Automated Negotiations. PRICAI (3) 2021: 17-31
2010 – 2019
- 2019
- [j9]Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng:
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. Auton. Agents Multi Agent Syst. 33(4): 403-429 (2019) - [j8]Xianglei Zhu, Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Sen Liu, Weiming Guo, Zhenyu Liao:
Attention-based recurrent neural network for influenza epidemic prediction. BMC Bioinform. 20-S(18): 575:1-575:10 (2019) - [j7]Zhi Wang, Wendong Wang, Jianjun Wang, Siqi Chen:
Fast and efficient algorithm for matrix completion via closed-form 2/3-thresholding operator. Neurocomputing 330: 212-222 (2019) - [c16]Siqi Chen, Yonghao Cui, Cong Shang, Jianye Hao, Gerhard Weiss:
ONECG: Online Negotiation Environment for Coalitional Games. AAMAS 2019: 2348-2350 - 2018
- [j6]Zhi Wang, Jianjun Wang, Wendong Wang, Chao Gao, Siqi Chen:
A Novel Thresholding Algorithm for Image Deblurring Beyond Nesterov's Rule. IEEE Access 6: 58119-58131 (2018) - [c15]Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng:
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. AAMAS 2018: 2162-2164 - [c14]Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Zhenyu Liao, Xianglei Zhu:
Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction. BIBM 2018: 1245-1248 - [c13]Lichun Yuan, Siqi Chen, Zili Zhang:
A Novel Strategy for Complex Human-Agent Negotiation. ChineseCSCW 2018: 66-76 - [i2]Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue:
SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. CoRR abs/1803.03021 (2018) - [i1]Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng, Wanli Xue, Rong Chen:
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. CoRR abs/1809.06625 (2018) - 2016
- [c12]Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng:
Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. ECAI 2016: 533-541 - [c11]Siqi Chen, Gerhard Weiss, Shuang Zhou:
Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds. KI 2016: 126-133 - 2015
- [j5]Siqi Chen, Gerhard Weiss:
An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Syst. Appl. 42(5): 2287-2304 (2015) - [c10]Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen:
Largest Source Subset Selection for Instance Transfer. ACML 2015: 423-438 - [c9]Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang:
Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. ICTAI 2015: 896-903 - 2014
- [j4]Haitham Bou-Ammar, Siqi Chen, Karl Tuyls, Gerhard Weiss:
Automated Transfer for Reinforcement Learning Tasks. Künstliche Intell. 28(1): 7-14 (2014) - [j3]Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss:
Transfer for Automated Negotiation. Künstliche Intell. 28(1): 21-27 (2014) - [j2]Siqi Chen, Gerhard Weiss:
An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains. ACM Trans. Auton. Adapt. Syst. 9(3): 16:1-16:24 (2014) - [c8]Siqi Chen, Shuang Zhou, Gerhard Weiss, Karl Tuyls:
Using Transfer Learning to Model Unknown Opponents in Automated Negotiations. ANAC@AAMAS 2014: 175-192 - [c7]Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung:
Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. ECAI 2014: 983-984 - [c6]Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung:
Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. KI 2014: 147-158 - [c5]Jianye Hao, Siqi Chen, Gerhard Weiss, Ho-fung Leung, Karl Tuyls:
Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. MATES 2014: 41-56 - [p1]Siqi Chen, Gerhard Weiss:
OMAC: A Discrete Wavelet Transformation Based Negotiation Agent. Novel Insights in Agent-based Complex Automated Negotiation 2014: 187-196 - 2013
- [j1]Siqi Chen, Gerhard Weiss:
An efficient automated negotiation strategy for complex environments. Eng. Appl. Artif. Intell. 26(10): 2613-2623 (2013) - [c4]Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss:
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes. AAMAS 2013: 707-714 - [c3]Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss:
Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. IJCAI 2013: 69-75 - 2012
- [c2]Siqi Chen, Gerhard Weiss:
An Efficient and Adaptive Approach to Negotiation in Complex Environments. ECAI 2012: 228-233 - [c1]Siqi Chen, Gerhard Weiss:
A Novel Strategy for Efficient Negotiation in Complex Environments. MATES 2012: 68-82
Coauthor Index
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