Constructing Optimal Clustering Architecture for Maximizing Lifetime in Large Scale Wireless Sensor Networks. - Huan Li; Jierui Cao; Junwu Xiong (ICPADS, 2009)

COCA: Constructing optimal clustering architecture to maximize sensor network lifetime. - Huan Li; Yanlei Liu; Weifeng Chen; Weijia Jia 001; Bing Li; Junwu Xiong (Comput. Commun., 2013)

Personalized Behavior Prediction with Encoder-to-Decoder Structure. - Tong Yin; Xiaotie Deng; Yuan Qi 001; Wei Chu; Jing Pan; Xiang Yan; Junwu Xiong (NAS, 2018)

A Policy Gradient Method with Variance Reduction for Uplift Modeling. - Chenchen Li; Xiang Yan; Xiaotie Deng; Yuan Qi 001; Wei Chu; Le Song; Junlong Qiao; Jianshan He; Junwu Xiong (CoRR, 2018)

Latent Dirichlet Allocation for Internet Price War. - Chenchen Li; Xiang Yan; Xiaotie Deng; Yuan Qi 001; Wei Chu; Le Song; Junlong Qiao; Jianshan He; Junwu Xiong (AAAI, 2019)

Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. - Chao Qu; Shie Mannor; Huan Xu 001; Yuan Qi 001; Le Song; Junwu Xiong (NeurIPS, 2019)

Cost-Effective Incentive Allocation via Structured Counterfactual Inference. - Romain Lopez; Chenchen Li; Xiang Yan; Junwu Xiong; Michael I. Jordan; Yuan Qi 001; Le Song (AAAI, 2020)

Intention Propagation for Multi-agent Reinforcement Learning. - Chao Qu; Hui Li 061; Chang Liu; Junwu Xiong; James Zhang; Wei Chu; Yuan Qi 001; Le Song (CoRR, 2020)

Model Embedding Model-Based Reinforcement Learning. - Xiaoyu Tan; Chao Qu; Junwu Xiong; James Zhang (CoRR, 2020)

Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space. - Huiru Xiao; Caigao Jiang; Yangqiu Song; James Zhang; Junwu Xiong (CoRR, 2021)

Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning. - Junwu Xiong; Xiaoyun Feng; YunZhou Shi; James Zhang; Zhongzhou Zhao; Wei Zhou (CoRR, 2022)

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; et al. (CoRR, 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)

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., 2024)

How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks. - Yusen Wu; Junwu Xiong; Xiaotie Deng (CoRR, 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; et al. (CoRR, 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 001 (ACM Comput. Surv., 2025)