An Efficient and Adaptive Approach to Negotiation in Complex Environments. - Siqi Chen 001; Gerhard Weiss 001 (ECAI, 2012)

A Novel Strategy for Efficient Negotiation in Complex Environments. - Siqi Chen 001; Gerhard Weiss 001 (MATES, 2012)

Optimizing complex automated negotiation using sparse pseudo-input gaussian processes. - Siqi Chen 001; Haitham Bou-Ammar; Karl Tuyls; Gerhard Weiss 001 (AAMAS, 2013)

Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. - Siqi Chen 001; Haitham Bou-Ammar; Karl Tuyls; Gerhard Weiss 001 (IJCAI, 2013)

An efficient automated negotiation strategy for complex environments. - Siqi Chen 001; Gerhard Weiss 001 (Eng. Appl. Artif. Intell., 2013)

Using Transfer Learning to Model Unknown Opponents in Automated Negotiations. - Siqi Chen 001; Shuang Zhou 001; Gerhard Weiss 001; Karl Tuyls (ANAC@AAMAS, 2014)

Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. - Siqi Chen 001; Jianye Hao; Gerhard Weiss 001; Karl Tuyls; Ho-fung Leung (ECAI, 2014)

Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. - Siqi Chen 001; Jianye Hao; Gerhard Weiss 001; Karl Tuyls; Ho-fung Leung (KI, 2014)

Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. - Jianye Hao; Siqi Chen 001; Gerhard Weiss 001; Ho-fung Leung; Karl Tuyls (MATES, 2014)

Automated Transfer for Reinforcement Learning Tasks. - Haitham Bou-Ammar; Siqi Chen 001; Karl Tuyls; Gerhard Weiss 001 (Künstliche Intell., 2014)

Transfer for Automated Negotiation. - Siqi Chen 001; Haitham Bou-Ammar; Karl Tuyls; Gerhard Weiss 001 (Künstliche Intell., 2014)

An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains. - Siqi Chen 001; Gerhard Weiss 001 (ACM Trans. Auton. Adapt. Syst., 2014)

OMAC: A Discrete Wavelet Transformation Based Negotiation Agent. - Siqi Chen 001; Gerhard Weiss 001 (Novel Insights in Agent-based Complex Automated Negotiation, 2014)

Largest Source Subset Selection for Instance Transfer. - Shuang Zhou 001; Gijs Schoenmakers; Evgueni N. Smirnov; Ralf Peeters; Kurt Driessens; Siqi Chen 001 (ACML, 2015)

Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. - Siqi Chen 001; Jianye Hao; Gerhard Weiss 001; Shuang Zhou 001; Zili Zhang (ICTAI, 2015)

An approach to complex agent-based negotiations via effectively modeling unknown opponents. - Siqi Chen 001; Gerhard Weiss 001 (Expert Syst. Appl., 2015)

Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. - Xiaohong Li 001; Chengwei Zhang 001; Jianye Hao; Karl Tuyls; Siqi Chen 001; Zhiyong Feng 002 (ECAI, 2016)

Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds. - Siqi Chen 001; Gerhard Weiss 001; Shuang Zhou 001 (KI, 2016)

SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. - Chengwei Zhang 001; Xiaohong Li 001; Jianye Hao; Siqi Chen 001; Karl Tuyls; Zhiyong Feng 002 (AAMAS, 2018)

Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction. - Bofeng Fu; Yaodong Yang 002; Yu Ma; Jianye Hao; Siqi Chen 001; Shuang Liu 007; Tiegang Li; Zhenyu Liao; Xianglei Zhu (BIBM, 2018)

A Novel Strategy for Complex Human-Agent Negotiation. - Lichun Yuan; Siqi Chen 001; Zili Zhang (ChineseCSCW, 2018)

A Novel Thresholding Algorithm for Image Deblurring Beyond Nesterov's Rule. - Zhi Wang 015; Jianjun Wang 003; Wendong Wang 001; Chao Gao; Siqi Chen 001 (IEEE Access, 2018)

SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. - Chengwei Zhang 001; Xiaohong Li 001; Jianye Hao; Siqi Chen 001; Karl Tuyls; Wanli Xue (CoRR, 2018)

SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. - Chengwei Zhang 001; Xiaohong Li 001; Jianye Hao; Siqi Chen 001; Karl Tuyls; Zhiyong Feng 002; Wanli Xue; Rong Chen 003 (CoRR, 2018)

ONECG: Online Negotiation Environment for Coalitional Games. - Siqi Chen 001; Yonghao Cui; Cong Shang; Jianye Hao; Gerhard Weiss 001 (AAMAS, 2019)

SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. - Chengwei Zhang 001; Xiaohong Li 001; Jianye Hao; Siqi Chen 001; Karl Tuyls; Wanli Xue; Zhiyong Feng 002 (Auton. Agents Multi Agent Syst., 2019)

Attention-based recurrent neural network for influenza epidemic prediction. - Xianglei Zhu; Bofeng Fu; Yaodong Yang 002; Yu Ma; Jianye Hao; Siqi Chen 001; Shuang Liu 007; Tiegang Li; Sen Liu; Weiming Guo; Zhenyu Liao (BMC Bioinform., 2019)

Fast and efficient algorithm for matrix completion via closed-form 2/3-thresholding operator. - Zhi Wang 015; Wendong Wang 001; Jianjun Wang 003; Siqi Chen 001 (Neurocomputing, 2019)

A deep reinforcement learning-based agent for negotiation with multiple communication channels. - Xiaoyang Gao; Siqi Chen 001; Yan Zheng 002; Jianye Hao (ICTAI, 2021)

Detecting and Learning Against Unknown Opponents for Automated Negotiations. - Leling Wu; Siqi Chen 001; Xiaoyang Gao; Yan Zheng 002; Jianye Hao (PRICAI (3), 2021)

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 001; Quan Zou 001 (PLoS Comput. Biol., 2022)

Transfer Learning based Agent for Automated Negotiation. - Siqi Chen 001; Qisong Sun; Heng You; Tianpei Yang; Jianye Hao (AAMAS, 2023)

Transfer Reinforcement Learning Based Negotiating Agent Framework. - Siqi Chen 001; Tianpei Yang; Heng You; Jianing Zhao; Jianye Hao; Gerhard Weiss 001 (PAKDD (2), 2023)

An effective negotiating agent framework based on deep offline reinforcement learning. - Siqi Chen 001; Jianing Zhao; Gerhard Weiss 001; Ran Su; Kaiyou Lei (UAI, 2023)

ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning. - Siqi Chen 001; Jianing Zhao; Kai Zhao; Gerhard Weiss 001; Fengyun Zhang; Ran Su; Yang Dong; Daqian Li; Kaiyou Lei (AAMAS, 2024)

An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network. - Siqi Chen 001; Ivan Semenov; Fengyun Zhang; Yang Yang; Jie Geng; Xuequan Feng; Qinghua Meng; Kaiyou Lei (Comput. Biol. Medicine, 2024)

MCAMEF-BERT: an efficient deep learning method for RNA N7-methylguanosine site prediction via multi-branch feature integration. - Junlei Yu; Wenjia Gao; Siqi Chen 001; Ronglin Lu; Jianbo Qiao; Junru Jin; Leyi Wei; Hua Shi; Zilong Zhang; Feifei Cui; Xinbo Jiang; Zhongmin Yan (Briefings Bioinform., 2025)