Penghui Ruan

According to our database, Penghui Ruan authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MG-DARTS: Multigranularity Differentiable Architecture Search for Tradeoff Between Model Effectiveness and Efficiency.

Xiao-Yun Liu, Divya Saxena, Jiannong Cao, Yuqing Zhao, Penghui Ruan

IEEE Trans. Neural Networks Learn. Syst., April, 2026

GPrune-LLM: Generalization-Aware Structured Pruning for Large Language Models.

Xiaoyun Liu, Divya Saxena, Jiannong Cao, Yuqing Zhao, Yiying Dong, Penghui Ruan

CoRR, March, 2026

Ctrl&Shift: High-Quality Geometry-Aware Object Manipulation in Visual Generation.

Penghui Ruan, Bojia Zi, Xianbiao Qi, Youze Huang, Rong Xiao, Pichao Wang, Jiannong Cao, Yuhui Shi

CoRR, February, 2026

2025

Refaçade: Editing Object with Given Reference Texture.

Youze Huang, Penghui Ruan, Bojia Zi, Xianbiao Qi, Jianan Wang, Rong Xiao

CoRR, December, 2025

Geometry-Consistent 4D Gaussian Splatting for Sparse-Input Dynamic View Synthesis.

Yiwei Li, Jiannong Cao, Penghui Ruan, Divya Saxena, Songye Zhu, Yinfeng Cao

CoRR, November, 2025

Proxy Model-Guided Reinforcement Learning for Client Selection in Federated Recommendation.

Liang Qu, Jianxin Li, Wei Yuan, Penghui Ruan, Yuhui Shi, Hongzhi Yin

CoRR, August, 2025

Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists.

Bojia Zi, Penghui Ruan, Marco Chen, Xianbiao Qi, Shaozhe Hao, Shihao Zhao, Youze Huang, Bin Liang, Rong Xiao, Kam-Fai Wong

CoRR, February, 2025

NASPrecision: Neural Architecture Search-Driven Multi-Stage Learning for surface roughness prediction in ultra-precision machining.

Penghui Ruan, Divya Saxena, Jiannong Cao, Xiao-Yun Liu, Ruoxin Wang, Chi Fai Cheung

Expert Syst. Appl., 2025

2024

NASPrecision: Neural Architecture Search-Driven Multi-Stage Learning for Surface Roughness Prediction in Ultra-Precision Machining.

Penghui Ruan, Divya Saxena, Jiannong Cao, Xiaoyun Liu, Ruoxin Wang, Chi Fai Cheung

CoRR, 2024

Client-wise Modality Selection for Balanced Multi-modal Federated Learning.

Yunfeng Fan, Wenchao Xu, Haozhao Wang, Penghui Ruan, Song Guo

CoRR, 2024

Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning.

Penghui Ruan, Pichao Wang, Divya Saxena, Jiannong Cao, Yuhui Shi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network.

Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan

Proceedings of the Database Systems for Advanced Applications, 2024

2023

MGAS: Multi-Granularity Architecture Search for Effective and Efficient Neural Networks.

Xiaoyun Liu, Divya Saxena, Jiannong Cao, Yuqing Zhao, Penghui Ruan

CoRR, 2023