Task-Oriented Co-Design of Communication, Computing, and Control for Edge-Enabled Industrial Cyber-Physical Systems

no code implementations • 11 Mar 2025 • Yufeng Diao, Yichi Zhang, Daniele De Martini, Philip Guodong Zhao, Emma Liying Li

This paper proposes a task-oriented co-design framework that integrates communication, computing, and control to address the key challenges of bandwidth limitations, noise interference, and latency in mission-critical industrial Cyber-Physical Systems (CPS).

Autonomous Driving Trajectory Planning

Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence

no code implementations • 21 Feb 2025 • Yufeng Diao, Yichi Zhang, Changyang She, Philip Guodong Zhao, Emma Liying Li

This approach often falls short in meeting the real-time, task-specific demands of modern AI-driven applications such as autonomous driving and semantic segmentation.

Autonomous Driving Semantic Segmentation

Hate Speech Detection Based on Sentiment Knowledge Sharing

1 code implementation • ACL 2021 • Xianbing Zhou, Yang Yong, Xiaochao Fan, Ge Ren, Yunfeng Song, Yufeng Diao, Liang Yang, Hongfei Lin

The wanton spread of hate speech on the internet brings great harm to society and families.

Hate Speech Detection Sentence

Transformer-Based Capsule Network For Stock Movement Prediction

no code implementations • WS 2019 • Jintao Liu, Hongfei Lin, Xikai Liu, Bo Xu, Yuqi Ren, Yufeng Diao, Liang Yang

Prediction

WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition

no code implementations • EMNLP 2018 • Yufeng Diao, Hongfei Lin, Di wu, Liang Yang, Kan Xu, Zhihao Yang, Jian Wang, Shaowu Zhang, Bo Xu, Dongyu Zhang

In this work, we first use WordNet to understand and expand word embedding for settling the polysemy of homographic puns, and then propose a WordNet-Encoded Collocation-Attention network model (WECA) which combined with the context weights for recognizing the puns.