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2020 – today
- 2024
[j2]Xiaoyu Tan
, Chao Qu, Junwu Xiong, James Y. Zhang, Xihe Qiu, Yaochu Jin:
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2974-2986 (2024)- [i11]Tianyu Cui, Yanling Wang, Chuanpu Fu, Yong Xiao, Sijia Li, Xinhao Deng, Yunpeng Liu, Qinglin Zhang, Ziyi Qiu, Peiyang Li, Zhixing Tan, Junwu Xiong, Xinyu Kong, Zujie Wen, Ke Xu, Qi Li:
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems. CoRR abs/2401.05778 (2024) - [i10]Li Jiang, Yusen Wu, Junwu Xiong, Jingqing Ruan, Yichuan Ding, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng:
Hummer: Towards Limited Competitive Preference Dataset. CoRR abs/2405.11647 (2024) - [i9]Zehang Deng, Yongjian Guo, Changzhou Han, Wanlun Ma, Junwu Xiong, Sheng Wen, Yang Xiang:
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways. CoRR abs/2406.02630 (2024) - 2022
- [i8]Junwu Xiong, Xiaoyun Feng, YunZhou Shi, James Zhang, Zhongzhou Zhao, Wei Zhou:
Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning. CoRR abs/2210.10638 (2022) - 2021
- [i7]Huiru Xiao, Caigao Jiang, Yangqiu Song, James Zhang, Junwu Xiong:
Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space. CoRR abs/2105.03966 (2021) - 2020
- [c5]Romain Lopez, Chenchen Li, Xiang Yan, Junwu Xiong, Michael I. Jordan, Yuan Qi, Le Song:
Cost-Effective Incentive Allocation via Structured Counterfactual Inference. AAAI 2020: 4997-5004 - [i6]Chao Qu, Hui Li, Chang Liu, Junwu Xiong, James Zhang, Wei Chu, Yuan Qi, Le Song:
Intention Propagation for Multi-agent Reinforcement Learning. CoRR abs/2004.08883 (2020) - [i5]Xiaoyu Tan, Chao Qu, Junwu Xiong, James Zhang:
Model Embedding Model-Based Reinforcement Learning. CoRR abs/2006.09234 (2020)
2010 – 2019
- 2019
- [c4]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
Latent Dirichlet Allocation for Internet Price War. AAAI 2019: 639-646 - [c3]Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong:
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. NeurIPS 2019: 1182-1191 - [i4]Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong:
Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. CoRR abs/1901.09326 (2019) - [i3]Romain Lopez, Chenchen Li, Xiang Yan, Junwu Xiong, Michael I. Jordan, Yuan Qi, Le Song:
Cost-Effective Incentive Allocation via Structured Counterfactual Inference. CoRR abs/1902.02495 (2019) - 2018
- [c2]Tong Yin, Xiaotie Deng, Yuan Qi, Wei Chu, Jing Pan, Xiang Yan, Junwu Xiong:
Personalized Behavior Prediction with Encoder-to-Decoder Structure. NAS 2018: 1-10 - [i2]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
Latent Dirichlet Allocation for Internet Price War. CoRR abs/1808.07621 (2018) - [i1]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
A Policy Gradient Method with Variance Reduction for Uplift Modeling. CoRR abs/1811.10158 (2018) - 2013
- [j1]Huan Li, Yanlei Liu, Weifeng Chen, Weijia Jia, Bing Li, Junwu Xiong:
COCA: Constructing optimal clustering architecture to maximize sensor network lifetime. Comput. Commun. 36(3): 256-268 (2013)
2000 – 2009
- 2009
- [c1]Huan Li, Jierui Cao, Junwu Xiong:
Constructing Optimal Clustering Architecture for Maximizing Lifetime in Large Scale Wireless Sensor Networks. ICPADS 2009: 182-189
Coauthor Index
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