Zhisheng Niu

Tsinghua University — China

Engineering · Physical Sciences

57h-index12.0kcitations526works2.12yr avg
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Research Topics

Advanced MIMO Systems Optimization(215), Advanced Wireless Network Optimization(167), Cooperative Communication and Network Coding(135), Age of Information Optimization(79), Wireless Networks and Protocols(70)

Publications526 total

Energy-Efficient Collaborative Perception: A Block-Skipping DNN Approach With Dynamic Frequency Scaling and Environment Awareness
IEEE Transactions on Intelligent Transportation Systems·2026
FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning
2025
A simple method for rapid reconstruction of 3D animal trajectory from monocular video
Movement Ecology·2025Open Access
Para-FDS: a scalable multilevel parallel scheme for fire dynamic simulator on multicore architectures
CCF Transactions on High Performance Computing·2025
AutoContext: Instance-Level Context Learning for LLM Agents
ArXiv.org·2025Open Access
Joint Memory Frequency and Computing Frequency Scaling for Energy-efficient DNN Inference
arXiv (Cornell University)·2025Open Access
Density-Adaptive RSU Sleeping and Opportunistic Offloading for Energy Efficiency Optimization in Connected Autonomous Vehicles
2025Open Access
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
IEEE Transactions on Wireless Communications·2025· 9 cited
DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
2025· 1 cited
Energy-Efficient Collaborative Perception: A Block-Skipping DNN Approach with Dynamic Frequency Scaling and Environment Awareness
2025Open Access
DVFS-Aware DNN Inference on GPUs: Latency Modeling and Performance Analysis
arXiv (Cornell University)·2025Open Access
Robust Task Offloading and Resource Allocation Under Imperfect Computing Capacity Information in Edge Intelligence Systems
IEEE Transactions on Mobile Computing·2025· 8 cited
Grouping-Based Cyclic Scheduling Under Age of Correlated Information Constraints
IEEE Transactions on Information Theory·2025
SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services
IEEE Transactions on Parallel and Distributed Systems·2025· 1 cited
SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services
arXiv (Cornell University)·2025Open Access
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
IEEE Transactions on Vehicular Technology·2025· 15 cited
Opportunistic Relay Strategy for Body Area Networks
2024· 1 cited
DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
arXiv (Cornell University)·2024Open Access
C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception with Second-Order Topology Approximation
arXiv (Cornell University)·2024Open Access
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Sheng Zhou(35), Zhiyuan Jiang(10), Xueying Guo(8), Jie Gong(7), Bhaskar Krishnamachari(6), Yuxuan Sun(5), Dongxu Cao(5), Xuemin Shen(4), Xi Zheng(4), Wenqi Shi(3), Shan Zhang(3), Tianchu Zhao(3), Zhenyu Zhou(3), Lu Geng(2), Xin Liu(2), Yang Peng(2), Lian Zhao(2), Guangchao Wang(2), Jian Wu(2), Zheng Chang(2)