Publications (31)
From Denoising to Decision Making: A Survey on Diffusion Model-Enabled Deep Reinforcement Learning for Wireless Networks
Nguyen Cong Luong, Zeping Sui, Jie Cao +9
Deep reinforcement learning (DRL) has long been a promising solution for sequential resource management in wireless networks. However, conventional DRL methods are fundamentally li…
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
DeepSeek-AI, Aixin Liu, Aoxue Mei +260
We introduce DeepSeek-V3.2, a model that harmonizes high computational efficiency with superior reasoning and agent performance. The key technical breakthroughs of DeepSeek-V3.2 ar…
Towards Understanding Worldwide Cross-cultural Differences in Implicit Driving Cues: Review, Comparative Analysis, and Research Roadmap
Yongqi Dong, Chang Liu, Yiyun Wang +1
Recognizing and understanding implicit driving cues across diverse cultures is imperative for fostering safe and efficient global transportation systems, particularly when training…
Ising-like transitions in the O() loop model on the square lattice
Zhe Fu, Wenan Guo, Henk W. J. Blöte
We explore the phase diagram of the O() loop model on the square lattice in the plane, where is the weight of a lattice edge covered by a loop. These results are bas…
Exact critical points of the O() loop model on the martini and the 3-12 lattices
Chengxiang Ding, Zhe Fu, Wenan Guo
We derive the exact critical line of the O() loop model on the martini lattice as a function of the loop weight .A finite-size scaling analysis based on transfer matrix calcu…
Let Community Rules Be Reflected in Online Content Moderation
Wangjiaxuan Xin, Kanlun Wang, Zhe Fu +1
Content moderation is a widely used strategy to prevent the dissemination of irregular information on social media platforms. Despite extensive research on developing automated mod…