Siqi Chen

41 papers A* 1A 9B 2C 1Misc 2Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Building automated negotiating agent with offline-to-online deep reinforcement learning.
Appl. Soft Comput.
Siqi Chen, Gerhard Weiss, Jie Geng, Jianing Zhao
2026 J jnl
TK-DDI: Accurate and efficient drug-drug interaction prediction via token encoding.
Comput. Biol. Chem.
Yue Cheng, Jianbo Qiao, Siqi Chen, Leyi Wei, Guangmin Liang
2025 J jnl
DCMF-PPI: a protein-protein interaction predictor based on dynamic condition and multi-feature fusion.
BMC Bioinform.
Siqi Chen, Anhong Zheng, Weichi Yu, Chao Zhan
2025 J jnl
MCAMEF-BERT: an efficient deep learning method for RNA N7-methylguanosine site prediction via multi-branch feature integration.
Briefings Bioinform.
Junlei Yu, Wenjia Gao, Siqi Chen, Ronglin Lu, Jianbo Qiao, Junru Jin, Leyi Wei, Hua Shi, Zilong Zhang, Feifei Cui, Xinbo Jiang, Zhongmin Yan
2024 A conf
ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning.
AAMAS
Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei
2024 J jnl
An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network.
Comput. Biol. Medicine
Siqi Chen, Ivan Semenov, Fengyun Zhang, Yang Yang, Jie Geng, Xuequan Feng, Qinghua Meng, Kaiyou Lei
2023 A conf
An effective negotiating agent framework based on deep offline reinforcement learning.
UAI
Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei
2023 A conf
Transfer Learning based Agent for Automated Negotiation.
AAMAS
Siqi Chen, Qisong Sun, Heng You, Tianpei Yang, Jianye Hao
2023 — conf
Transfer Reinforcement Learning Based Negotiating Agent Framework.
PAKDD (2)
Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss
2022 J jnl
A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data.
PLoS Comput. Biol.
Ran Su, Haitang Yang, Leyi Wei, Siqi Chen, Quan Zou
2021 B conf
A deep reinforcement learning-based agent for negotiation with multiple communication channels.
ICTAI
Xiaoyang Gao, Siqi Chen, Yan Zheng, Jianye Hao
2021 — conf
Detecting and Learning Against Unknown Opponents for Automated Negotiations.
PRICAI (3)
Leling Wu, Siqi Chen, Xiaoyang Gao, Yan Zheng, Jianye Hao
2019 — conf
A New Multi-objective Evolution Model for Community Detection in Multi-layer Networks.
KSEM (1)
Xuejiao Chen, Xianghua Li, Yue Deng, Siqi Chen, Chao Gao
2019 J jnl
Attention-based recurrent neural network for influenza epidemic prediction.
BMC Bioinform.
Xianglei Zhu, Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Sen Liu, Weiming Guo, Zhenyu Liao
2019 J jnl
Fast and efficient algorithm for matrix completion via closed-form 2/3-thresholding operator.
Neurocomputing
Zhi Wang, Wendong Wang, Jianjun Wang, Siqi Chen
2019 A conf
ONECG: Online Negotiation Environment for Coalitional Games.
AAMAS
Siqi Chen, Yonghao Cui, Cong Shang, Jianye Hao, Gerhard Weiss
2019 J jnl
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes.
Auton. Agents Multi Agent Syst.
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue, Zhiyong Feng
2018 — conf
A Novel Strategy for Complex Human-Agent Negotiation.
ChineseCSCW
Lichun Yuan, Siqi Chen, Zili Zhang
2018 J jnl
A Novel Thresholding Algorithm for Image Deblurring Beyond Nesterov's Rule.
IEEE Access
Zhi Wang, Jianjun Wang, Wendong Wang, Chao Gao, Siqi Chen
2018 — conf
Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction.
BIBM
Bofeng Fu, Yaodong Yang, Yu Ma, Jianye Hao, Siqi Chen, Shuang Liu, Tiegang Li, Zhenyu Liao, Xianglei Zhu
2018 J jnl
SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes.
CoRR
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Wanli Xue
2018 A conf
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.
AAMAS
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng
2018 J jnl
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.
CoRR
Chengwei Zhang, Xiaohong Li, Jianye Hao, Siqi Chen, Karl Tuyls, Zhiyong Feng, Wanli Xue, Rong Chen
2016 A conf
Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes.
ECAI
Xiaohong Li, Chengwei Zhang, Jianye Hao, Karl Tuyls, Siqi Chen, Zhiyong Feng
2016 Misc conf
Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds.
KI
Siqi Chen, Gerhard Weiss, Shuang Zhou
2015 J jnl
An approach to complex agent-based negotiations via effectively modeling unknown opponents.
Expert Syst. Appl.
Siqi Chen, Gerhard Weiss
2015 C conf
Largest Source Subset Selection for Instance Transfer.
ACML
Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen
2015 B conf
Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations.
ICTAI
Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang
2014 J jnl
An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains.
ACM Trans. Auton. Adapt. Syst.
Siqi Chen, Gerhard Weiss
2014 J jnl
Automated Transfer for Reinforcement Learning Tasks.
Künstliche Intell.
Haitham Bou-Ammar, Siqi Chen, Karl Tuyls, Gerhard Weiss
2014 Misc conf
Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory.
KI
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
2014 — ch.
OMAC: A Discrete Wavelet Transformation Based Negotiation Agent.
Novel Insights in Agent-based Complex Automated Negotiation
Siqi Chen, Gerhard Weiss
2014 — conf
Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games.
MATES
Jianye Hao, Siqi Chen, Gerhard Weiss, Ho-fung Leung, Karl Tuyls
2014 A conf
Spatial evolutionary game-theoretic perspective on agent-based complex negotiations.
ECAI
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
2014 J jnl
Transfer for Automated Negotiation.
Künstliche Intell.
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
2014 — conf
Using Transfer Learning to Model Unknown Opponents in Automated Negotiations.
ANAC@AAMAS
Siqi Chen, Shuang Zhou, Gerhard Weiss, Karl Tuyls
2013 J jnl
An efficient automated negotiation strategy for complex environments.
Eng. Appl. Artif. Intell.
Siqi Chen, Gerhard Weiss
2013 A* conf
Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains.
IJCAI
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
2013 A conf
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes.
AAMAS
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
2012 — conf
A Novel Strategy for Efficient Negotiation in Complex Environments.
MATES
Siqi Chen, Gerhard Weiss
2012 A conf
An Efficient and Adaptive Approach to Negotiation in Complex Environments.
ECAI
Siqi Chen, Gerhard Weiss