UniMa at SemEval-2018 Task 7: Semantic Relation Extraction and Classification from Scientific Publications

no code implementations • SEMEVAL 2018 • Thorsten Keiper, Zhonghao Lyu, Sara Pooladzadeh, Yuan Xu, Jingyi Zhang, Anne Lauscher, Simone Paolo Ponzetto

Large repositories of scientific literature call for the development of robust methods to extract information from scholarly papers.

General Classification Relation +1

An Overview on IEEE 802.11bf: WLAN Sensing

no code implementations • 20 Oct 2023 • Rui Du, Haocheng Hua, Hailiang Xie, Xianxin Song, Zhonghao Lyu, Mengshi Hu, Narengerile, Yan Xin, Stephen McCann, Michael Montemurro, Tony Xiao Han, Jie Xu

To resolve this issue, a new Task Group (TG), namely IEEE 802. 11bf, has been established by the IEEE 802. 11 working group, with the objective of creating a new amendment to the WLAN standard to meet advanced sensing requirements while minimizing the effect on communications.

Quantization

Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm

no code implementations • 1 Apr 2024 • Zhonghao Lyu, Yuchen Li, Guangxu Zhu, Jie Xu, H. Vincent Poor, Shuguang Cui

Based on our analytical results, we then propose a joint communication and computation resource management design to minimize an average squared gradient norm bound, subject to constraints on the transmit power, overall system energy consumption, and training delay.

Management