Siqi Chen

According to our database, Siqi Chen authored at least 36 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network.

Siqi Chen, Ivan Semenov, Fengyun Zhang, Yang Yang, Jie Geng, Xuequan Feng, Qinghua Meng, Kaiyou Lei

Comput. Biol. Medicine, February, 2024

ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning.

Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

An effective negotiating agent framework based on deep offline reinforcement learning.

Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Transfer Reinforcement Learning Based Negotiating Agent Framework.

Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Transfer Learning based Agent for Automated Negotiation.

Siqi Chen, Qisong Sun, Heng You, Tianpei Yang, Jianye Hao

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data.

Ran Su, Haitang Yang, Leyi Wei, Siqi Chen, Quan Zou

PLoS Comput. Biol., September, 2022

2021

Detecting and Learning Against Unknown Opponents for Automated Negotiations.

Leling Wu, Siqi Chen, Xiaoyang Gao, Yan Zheng, Jianye Hao

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

A deep reinforcement learning-based agent for negotiation with multiple communication channels.

Xiaoyang Gao, Siqi Chen, Yan Zheng, Jianye Hao

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2019

Fast and efficient algorithm for matrix completion via closed-form 2/3-thresholding operator.

Zhi Wang, Wendong Wang, Jianjun Wang, Siqi Chen

Neurocomputing, 2019

Attention-based recurrent neural network for influenza epidemic prediction.

Xianglei Zhu, Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Sen Liu, Weiming Guo, Zhenyu Liao

BMC Bioinform., 2019

SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes.

Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng

Auton. Agents Multi Agent Syst., 2019

ONECG: Online Negotiation Environment for Coalitional Games.

Siqi Chen, Yonghao Cui, Cong Shang, Jianye Hao, Gerhard Weiss

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.

Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng, Wanli Xue, Rong Chen

CoRR, 2018

SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes.

Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue

CoRR, 2018

A Novel Thresholding Algorithm for Image Deblurring Beyond Nesterov's Rule.

Zhi Wang, Jianjun Wang, Wendong Wang, Chao Gao, Siqi Chen

IEEE Access, 2018

A Novel Strategy for Complex Human-Agent Negotiation.

Lichun Yuan, Siqi Chen, Zili Zhang

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018

Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction.

Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Zhenyu Liao, Xianglei Zhu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.

Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016

Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds.

Siqi Chen, Gerhard Weiss, Shuang Zhou

Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016

Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes.

Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

An approach to complex agent-based negotiations via effectively modeling unknown opponents.

Siqi Chen, Gerhard Weiss

Expert Syst. Appl., 2015

Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations.

Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Largest Source Subset Selection for Instance Transfer.

Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014

OMAC: A Discrete Wavelet Transformation Based Negotiation Agent.

Siqi Chen, Gerhard Weiss

Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains.

Siqi Chen, Gerhard Weiss

ACM Trans. Auton. Adapt. Syst., 2014

Transfer for Automated Negotiation.

Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss

Künstliche Intell., 2014

Automated Transfer for Reinforcement Learning Tasks.

Haitham Bou-Ammar, Siqi Chen, Karl Tuyls, Gerhard Weiss

Künstliche Intell., 2014

Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games.

Jianye Hao, Siqi Chen, Gerhard Weiss, Ho-fung Leung, Karl Tuyls

Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory.

Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Spatial evolutionary game-theoretic perspective on agent-based complex negotiations.

Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Using Transfer Learning to Model Unknown Opponents in Automated Negotiations.

Siqi Chen, Shuang Zhou, Gerhard Weiss, Karl Tuyls

Proceedings of the Recent Advances in Agent-based Complex Automated Negotiation [revised and extended papers from the 7th International Workshop on Agent-based Complex Automated Negotiation, 2014

2013

An efficient automated negotiation strategy for complex environments.

Siqi Chen, Gerhard Weiss

Eng. Appl. Artif. Intell., 2013

Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains.

Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss

Proceedings of the IJCAI 2013, 2013

Optimizing complex automated negotiation using sparse pseudo-input gaussian processes.

Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

A Novel Strategy for Efficient Negotiation in Complex Environments.

Siqi Chen, Gerhard Weiss

Proceedings of the Multiagent System Technologies - 10th German Conference, 2012

An Efficient and Adaptive Approach to Negotiation in Complex Environments.

Siqi Chen, Gerhard Weiss

Proceedings of the ECAI 2012, 2012