Junwu Xiong

According to our database, Junwu Xiong authored at least 20 papers between 2009 and 2026.

Collaborative distances:

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

2026

Understanding Agentic AI: Algorithms and Infrastructure.

Wanlun Ma, Yongjian Guo, Qing-Long Han, Wei Zhou, Xiaogang Zhu, Junwu Xiong, Sheng Wen, Yang Xiang

IEEE CAA J. Autom. Sinica, April, 2026

Thousand-GPU Large-Scale Training and Optimization Recipe for AI-Native Cloud Embodied Intelligence Infrastructure.

Yongjian Guo, Yunxuan Ma, Haoran Sun, Zhong Guan, Shuai Di, Jing Long, Wanting Xu, Xiaodong Bai, Wen Huang, Yucheng Guo, Chen Zhou, Qiming Yang, Mingxi Luo, Tianyun Zhao, Hedan Yang, Song Wang, Xiaomeng Tian, Xiaolong Xiang, Zhen Sun, Yu Wei, Luqiao Wang, Yuzhen Li, Chenfeng Gu, Junwu Xiong, Yicheng Gong

CoRR, March, 2026

RL-VLA³: Reinforcement Learning VLA Accelerating via Full Asynchronism.

Zhong Guan, Haoran Sun, Yongjian Guo, Shuai Di, Xiaodong Bai, Jing Long, Tianyun Zhao, Mingxi Luo, Chen Zhou, Yucheng Guo, Qiming Yang, Wanting Xu, Wen Huang, Yunxuan Ma, Hongke Zhao, Likang Wu, Xiaotie Deng, Xi Xiao, Sheng Wen, Yicheng Gong, Junwu Xiong

CoRR, February, 2026

2025

AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways.

Zehang Deng, Yongjian Guo, Changzhou Han, Wanlun Ma, Junwu Xiong, Sheng Wen, Yang Xiang

ACM Comput. Surv., July, 2025

Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs.

Ling Team, Bin Hu, Cai Chen, Deng Zhao, Ding Liu, Dingnan Jin, Feng Zhu, Hao Dai, Hongzhi Luan, Jia Guo, Jiaming Liu, Jiewei Wu, Jun Mei, Jun Zhou, Junbo Zhao, Junwu Xiong, Kaihong Zhang, Kuan Xu, Lei Liang, Liang Jiang, Liangcheng Fu, Longfei Zheng, Qiang Gao, Qing Cui, Quan Wan, Shaomian Zheng, Shuaicheng Li, Tongkai Yang, Wang Ren, Xiaodong Yan, Xiaopei Wan, Xiaoyun Feng, Xin Zhao, Xinxing Yang, Xinyu Kong, Xuemin Yang, Yang Li, Yingting Wu, Yongkang Liu, Zhankai Xu, Zhenduo Zhang, Zhenglei Zhou, Zhenyu Huang, Zhiqiang Zhang, Zihao Wang, Zujie Wen

CoRR, June, 2025

How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks.

Yusen Wu, Junwu Xiong, Xiaotie Deng

CoRR, May, 2025

2024

Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding.

Xiaoyu Tan, Chao Qu, Junwu Xiong, James Y. Zhang, Xihe Qiu, Yaochu Jin

IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Hummer: Towards Limited Competitive Preference Dataset.

Li Jiang, Yusen Wu, Junwu Xiong, Jingqing Ruan, Yichuan Ding, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng

CoRR, 2024

Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems.

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

CoRR, 2024

2022

Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning.

Junwu Xiong, Xiaoyun Feng, YunZhou Shi, James Zhang, Zhongzhou Zhao, Wei Zhou

CoRR, 2022

2021

Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space.

Huiru Xiao, Caigao Jiang, Yangqiu Song, James Zhang, Junwu Xiong

CoRR, 2021

2020

Model Embedding Model-Based Reinforcement Learning.

Xiaoyu Tan, Chao Qu, Junwu Xiong, James Zhang

CoRR, 2020

Intention Propagation for Multi-agent Reinforcement Learning.

Chao Qu, Hui Li, Chang Liu, Junwu Xiong, James Zhang, Wei Chu, Yuan Qi, Le Song

CoRR, 2020

Cost-Effective Incentive Allocation via Structured Counterfactual Inference.

Romain Lopez, Chenchen Li, Xiang Yan, Junwu Xiong, Michael I. Jordan, Yuan Qi, Le Song

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning.

Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Latent Dirichlet Allocation for Internet Price War.

Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Policy Gradient Method with Variance Reduction for Uplift Modeling.

Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong

CoRR, 2018

Personalized Behavior Prediction with Encoder-to-Decoder Structure.

Tong Yin, Xiaotie Deng, Yuan Qi, Wei Chu, Jing Pan, Xiang Yan, Junwu Xiong

Proceedings of the 2018 IEEE International Conference on Networking, 2018

2013

COCA: Constructing optimal clustering architecture to maximize sensor network lifetime.

Huan Li, Yanlei Liu, Weifeng Chen, Weijia Jia, Bing Li, Junwu Xiong

Comput. Commun., 2013

2009

Constructing Optimal Clustering Architecture for Maximizing Lifetime in Large Scale Wireless Sensor Networks.

Huan Li, Jierui Cao, Junwu Xiong

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009