JZ
Junshan Zhang
cs.AIcs.LGcs.NIcs.DCcs.GTcs.CVcs.ROcs.SIcs.MAcs.CR
On Valency
published · living versionsW_5tfddhs5·v1 · currentpublished
ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender
with Qiyao Ma, Xiaodong Liu, Weiwei Yang, Mingqian Feng +7
1 version
Preprints & journals
73 papers in the corpus · 2006–2025Ultralow Dielectric Loss with Excellent Thermal Stability in BiScO3-PbTiO3 Piezoelectric Ceramics via Phase Structure Regulation.41273347 · Gong, Shaotong, Zhao, Tian-Long, Zhang, Yifan et al.2025 · 5 citationsACS applied materials & interfaces. 2025;17(49):66790-66800
VITA: Vision-to-Action Flow Matching Policy2507.13231v4 · Dechen Gao, Boqi Zhao, Andrew Lee et al.2025 · 0 citationsarXiv
GenAI-based Multi-Agent Reinforcement Learning towards Distributed Agent Intelligence: A Generative-RL Agent Perspective2507.09495v1 · Hang Wang, Junshan Zhang2025 · 0 citationsarXiv
Ego-centric Learning of Communicative World Models for Autonomous Driving2506.08149v1 · Hang Wang, Dechen Gao, Junshan Zhang2025 · 0 citationsarXiv
IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning2505.10442v1 · Dechen Gao, Hang Wang, Hanchu Zhou et al.2025 · 0 citationsarXiv
AugFL: Augmenting Federated Learning with Pretrained Models2503.02154v1 · Sheng Yue, Zerui Qin, Yongheng Deng et al.2025 · 5 citationsarXiv
Heterogeneous Decision Making in Mixed Traffic: Uncertainty-aware Planning and Bounded Rationality2502.18529v1 · Hang Wang, Qiaoyi Fang, Junshan Zhang2025 · 0 citationsarXiv
Towards Unraveling and Improving Generalization in World Models2501.00195v1 · Qiaoyi Fang, Weiyu Du, Hang Wang et al.2024 · 0 citationsarXiv
EI-Drive: A Platform for Cooperative Perception with Realistic Communication Models2412.09782v1 · Hanchu Zhou, Edward Xie, Wei Shao et al.2024 · 3 citationsarXiv
Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching2410.23424v1 · Vineet Sunil Gattani, Junshan Zhang, Gautam Dasarathy2024 · 0 citationsarXiv
Continual Learning of Generative Models With Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence.37028381 · Dedeoglu, Mehmet, Lin, Sen, Zhang, Zhaofeng et al.2024 · 2 citationsIEEE transactions on neural networks and learning systems. 2024;35(9):12042-12056
How to Leverage Diverse Demonstrations in Offline Imitation Learning2405.17476v3 · Sheng Yue, Jiani Liu, Xingyuan Hua et al.2024 · 1 citationarXiv
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning2405.17477v3 · Sheng Yue, Xingyuan Hua, Ju Ren et al.2024 · 1 citationarXiv
CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving2405.09111v2 · Dechen Gao, Shuangyu Cai, Hanchu Zhou et al.2024 · 9 citationsarXiv
Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning2405.00839v1 · Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan et al.2024 · 20 citations2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap2306.11271v1 · Hang Wang, Sen Lin, Junshan Zhang2023 · 2 citationsarXiv
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback2306.11918v1 · Hang Wang, Sen Lin, Junshan Zhang2023 · 9 citationsarXiv
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing2303.07477v1 · Li Yang, Sen Lin, Fan Zhang et al.2023 · 9 citationsarXiv
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning2302.04782v2 · Sheng Yue, Guanbo Wang, Wei Shao et al.2023 · 10 citationsarXiv
Algorithm Design for Online Meta-Learning with Task Boundary Detection2302.00857v2 · Daouda Sow, Sen Lin, Yingbin Liang et al.2023 · 1 citationarXiv
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association2301.06447v1 · Qiong Wu, Xu Chen, Tao Ouyang et al.2023 · 108 citationsarXiv
Semantic Communications for Wireless Sensing: RIS-aided Encoding and Self-supervised Decoding2211.12727v2 · Hongyang Du, Jiacheng Wang, Dusit Niyato et al.2022 · 64 citationsarXiv
Attention-aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services2208.05438v6 · Hongyang Du, Jiazhen Liu, Dusit Niyato et al.2022 · 123 citationsarXiv
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective2207.12030v1 · Guangjing Huang, Xu Chen, Tao Ouyang et al.2022 · 32 citationsarXiv
Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention2204.11008v4 · Wei Shao, Zhiling Jin, Shuo Wang et al.2022 · 72 citationsarXiv
Model-Based Offline Meta-Reinforcement Learning with Regularization2202.02929v2 · Sen Lin, Jialin Wan, Tengyu Xu et al.2022 · 7 citationsarXiv
TRGP: Trust Region Gradient Projection for Continual Learning2202.02931v1 · Sen Lin, Li Yang, Deliang Fan et al.2022 · 43 citationsarXiv
Communication-Efficient Distributed SGD with Compressed Sensing2112.07836v1 · Yujie Tang, Vikram Ramanathan, Junshan Zhang et al.2021 · 11 citationsarXiv
A New Look at AI-Driven NOMA-F-RANs: Features Extraction, Cooperative Caching, and Cache-Aided Computing2112.01325v1 · Zhong Yang, Yaru Fu, Yuanwei Liu et al.2021 · 20 citationsarXiv
Robust Event Classification Using Imperfect Real-world PMU Data2110.10128v1 · Yunchuan Liu, Lei Yang, Amir Ghasemkhani et al.2021 · 46 citationsarXiv
GROWN: GRow Only When Necessary for Continual Learning2110.00908v1 · Li Yang, Sen Lin, Junshan Zhang et al.2021 · 4 citationsarXiv
Scenario Generation of Wind Farm Power for Real-Time System Operation2106.09105v1 · Trevor Werho, Junshan Zhang, Vijay Vittal et al.2021 · 8 citationsarXiv
A Game-theoretic Approach Towards Collaborative Coded Computation Offloading2102.08667v1 · Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong et al.2021 · 9 citationsarXiv
Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach2102.07972v1 · Junshan Zhang, Na Li, Mehmet Dedeoglu2021 · 43 citationsarXiv
Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control2101.08391v1 · Qiong Wu, Xu Chen, Zhi Zhou et al.2021 · 132 citationsarXiv
Distributed Q-Learning with State Tracking for Multi-agent Networked Control2012.12383v1 · Hang Wang, Sen Lin, Hamid Jafarkhani et al.2020 · 4 citationsarXiv
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning2012.08677v4 · Sheng Yue, Ju Ren, Jiang Xin et al.2020 · 45 citationsarXiv
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication2012.08660v2 · Sen Lin, Mehmet Dedeoglu, Junshan Zhang2020 · 7 citationsarXiv
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring2012.07450v1 · Qiong Wu, Xu Chen, Zhi Zhou et al.2020 · 390 citationsarXiv
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices2012.03257v1 · Liekang Zeng, Xu Chen, Zhi Zhou et al.2020 · 314 citationsarXiv
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning2011.12511v2 · Sen Lin, Li Yang, Zhezhi He et al.2020 · 10 citationsarXiv
System Identification via Meta-Learning in Linear Time-Varying Environments2010.14664v2 · Sen Lin, Hang Wang, Junshan Zhang2020 · 1 citationarXiv
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning2009.05668v1 · Li Yang, Zhezhi He, Junshan Zhang et al.2020 · 12 citationsarXiv
Privacy-aware Data Trading2003.13897v1 · Shengling Wang, Lina Shi, Junshan Zhang et al.2020 · 15 citationsarXiv
Real-Time Edge Intelligence in the Making: A Collaborative Learning Framework via Federated Meta-Learning2001.03229v2 · Sen Lin, Guang Yang, Junshan Zhang2020 · 19 citationsarXiv
Hopping-Proof and Fee-Free Pooled Mining in Blockchain1912.11575v1 · Hongwei Shi, Shengling Wang, Qin Hu et al.2019 · 1 citationarXiv
Distributed Zero-Order Algorithms for Nonconvex Multi-Agent Optimization1908.11444v3 · Yujie Tang, Junshan Zhang, Na Li2019 · 5 citationsarXiv
A tensor-based framework for studying eigenvector multicentrality in multilayer networks.31315978 · Wu, Mincheng, He, Shibo, Zhang, Yongtao et al.2020 · 95 citationsProceedings of the National Academy of Sciences of the United States of America. 2019;116(31):15407-15413
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing1905.10083v1 · Zhi Zhou, Xu Chen, En Li et al.2019 · 2,436 citationsarXiv
Impact of Social Learning on Privacy-Preserving Data Collection1903.03165v1 · Abdullah Basar Akbay, Weina Wang, Junshan Zhang2019 · 2 citationsarXiv
Career total: 430 works. 73 are in this corpus.Showing the 50 most recent.
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