Cheng Li

The Second LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results

Xiang Chen, Hao Li, Jiangxin Dong, Jinshan Pan, Xin Li, Hongbo Ding, et al.

This paper presents a review of the second LoViF Challenge on Real-World All-in-One Image Restoration. The challenge aims to advance unified image restoration under diverse real-world degradation conditions, including blur, low-light, haze, rain, and snow. It provides a common be…Read more

Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models

Cheng Li, Jiexiong Liu, Yixuan Chen, Yi Li

On-device LLM inference faces a trilemma of response latency, limited hardware resources and user privacy. Full cloud inference delivers strong computing power but exposes user prompts and dialogue data, while standalone on-device inference is unfeasible for most consumer and emb…Read more

LEOSTP: A Spatio-Temporal Traffic Prediction Framework for LEO Satellite Networks

Shaoyou Ao, Yong Niu, Zhu Han, Cheng Li, Bo Ai

With the evolution of next-generation mobile communication networks and the commercial boom of Low Earth Orbit (LEO) satellites, globally covered satellite networks are gradually becoming a crucial infrastructure for massive user access and seamless connectivity. Accurate traffic…Read more

Learning to Twin Wireless Channels: Conditional Synthesis for UAV-to-Vehicle Communication

Rui Liu, Lei Xiong, Dan Fei, Cheng Li, Liang Shen, Xiangbing Tan