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2020 – today
- 2026
[j4]Wanlun Ma
, Yongjian Guo, Qing-Long Han, Wei Zhou, Xiaogang Zhu, Junwu Xiong, Sheng Wen, Yang Xiang:
Understanding Agentic AI: Algorithms and Infrastructure. IEEE CAA J. Autom. Sinica 13(4): 776-795 (2026)- [i20]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:
RL-VLA3: Reinforcement Learning VLA Accelerating via Full Asynchronism. CoRR abs/2602.05765 (2026) - [i19]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:
Thousand-GPU Large-Scale Training and Optimization Recipe for AI-Native Cloud Embodied Intelligence Infrastructure. CoRR abs/2603.11101 (2026) - [i18]Jiaxuan Gao, Yongjian Guo, Zhong Guan, Wen Huang, Wanlun Ma, Xi Xiao, Junwu Xiong, Sheng Wen:
Sword: Style-Robust World Models as Simulators via Dynamic Latent Bootstrapping for VLA Policy Post-Training. CoRR abs/2605.07288 (2026) - [i17]Wen Huang, Haoran Sun, Yongjian Guo, Yunxuan Ma, Haoran Li, Jing Long, Zhouying Mo, Zhong Guan, Yucheng Guo, Shuai Di, Junwu Xiong:
NoiseGate: Learning Per-Latent Timestep Schedules as Information Gating in World Action Models. CoRR abs/2605.07794 (2026) - [i16]Yucheng Guo, Yongjian Guo, Zhong Guan, Wen Huang, Haoran Sun, Haodong Yue, Xiaolong Xiang, Shuai Di, Zhen Sun, Luqiao Wang, Junwu Xiong, Yicheng Gong:
D-VLA: A High-Concurrency Distributed Asynchronous Reinforcement Learning Framework for Vision-Language-Action Models. CoRR abs/2605.13276 (2026) - [i15]Yucheng Guo, Yongjian Guo, Zhong Guan, Haoran Sun, Wen Huang, Wanting Xu, Jing Long, Shuai Di, Junwu Xiong:
AdaptiveLoad: Towards Efficient Video Diffusion Transformer Training. CoRR abs/2605.17923 (2026) - [i14]Zhen Sun, Yongjian Guo, Haoran Sun, Luqiao Wang, Wei Lu, Jiachi Ji, Shengzhe Ji, Junwu Xiong, Zhijun Meng:
Pre-VLA: Preemptive Runtime Verification for Reliable Vision-Language-Action and World-Model Rollouts. CoRR abs/2605.22446 (2026) - 2025
- [j3]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. ACM Comput. Surv. 57(7): 182:1-182:36 (2025) - [i13]Yusen Wu, Junwu Xiong, Xiaotie Deng:
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks. CoRR abs/2505.04628 (2025) - [i12]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:
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs. CoRR abs/2506.14731 (2025) - 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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last updated on 2026-06-15 01:22 CEST by the dblp team
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