Hansong Zhou

According to our database, Hansong Zhou authored at least 13 papers between 2023 and 2026.

Collaborative distances:

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

2026

Poster: Distributed Pipelined Collaborative Inference for LLMs on Edge Device Clusters.

Hansong Zhou, Xiaonan Zhang

Proceedings of the 27th International Workshop on Mobile Computing Systems and Applications, 2026

2025

CORE: Compensable Reward as a Catalyst for Improving Offline RL in Wireless Networks.

Lipeng Zu, Hansong Zhou, Yu Qian, Shayok Chakraborty, Yukun Yuan, Linke Guo, Xiaonan Zhang

CoRR, December, 2025

Who Speaks What from Afar: Eavesdropping In-Person Conversations via mmWave Sensing.

Shaoying Wang, Hansong Zhou, Yukun Yuan, Xiaonan Zhang

CoRR, December, 2025

Enhancing Q-Value Updates in Deep Q-Learning via Successor-State Prediction.

Lipeng Zu, Hansong Zhou, Xiaonan Zhang

CoRR, November, 2025

From Static to Dynamic: Enhancing Offline-to-Online Reinforcement Learning via Energy-Guided Diffusion Stratification.

Lipeng Zu, Hansong Zhou, Xiaonan Zhang

CoRR, November, 2025

Behavior-Adaptive Q-Learning: A Unifying Framework for Offline-to-Online RL.

Lipeng Zu, Hansong Zhou, Xiaonan Zhang

CoRR, November, 2025

Non-Intrusive Speaker Diarization via mmWave Sensing.

Shaoying Wang, Hansong Zhou, Yukun Yuan, Xiaonan Zhang

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Similarity-Guided Rapid Deployment of Federated Intelligence Over Heterogeneous Edge Computing.

Hansong Zhou, Jingjing Fu, Yukun Yuan, Linke Guo, Xiaonan Zhang

Proceedings of the IEEE INFOCOM 2025, 2025

Bitnet.cpp: Efficient Edge Inference for Ternary LLMs.

Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs.

Jinheng Wang, Hansong Zhou, Ting Song, Shaoguang Mao, Shuming Ma, Hongyu Wang, Yan Xia, Furu Wei

CoRR, 2024

FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification.

Chutian Jiang, Hansong Zhou, Xiaonan Zhang, Shayok Chakraborty

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Signal Emulation Attack and Defense for Smart Home IoT.

Xiaonan Zhang, Sihan Yu, Hansong Zhou, Pei Huang, Linke Guo, Ming Li

IEEE Trans. Dependable Secur. Comput., 2023

Waste Not, Want Not: Service Migration-Assisted Federated Intelligence for Multi-Modality Mobile Edge Computing.

Hansong Zhou, Shaoying Wang, Chutian Jiang, Xiaonan Zhang, Linke Guo, Yukun Yuan

Proceedings of the Twenty-fourth International Symposium on Theory, 2023