most citedBreaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model

2 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cs.DB2025

Gate-Based and Annealing-Based Quantum Algorithms for the Maximum K-Plex Problem

Xiaofan Li, Gao Cong, Rui Zhou

The -plex model, which allows each vertex to miss connections with up to neighbors, serves as a relaxation of the clique. Its adaptability makes it more suitable for ana…

cs.AI2024

Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis

Rui Zhou, Yanxia Zhang, Chenyang Yuan +4

This paper introduces a generative model designed for multimodal control over text-to-image foundation generative AI models such as Stable Diffusion, specifically tailored for engi…

cs.LG20242 cited

Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model

Wenjia Xie, Hao Wang, Luankang Zhang +3

Sequential recommendation (SR) aims to predict items that users may be interested in based on their historical behavior sequences. We revisit SR from a novel information-theoretic…

cs.RO2024

Multi-Robot Pursuit in Parameterized Formation via Imitation Learning

Jinyong Chen, Rui Zhou, Zhaozong Wang +2

This paper studies the problem of multi-robot pursuit of how to coordinate a group of defending robots to capture a faster attacker before it enters a protected area. Such operatio…

eess.AS2024

Mel-FullSubNet: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR

Rui Zhou, Xian Li, Ying Fang +1

In this work, we propose Mel-FullSubNet, a single-channel Mel-spectrogram denoising and dereverberation network for improving both speech quality and automatic speech recognition (…