Zining Liu

According to our database, Zining Liu authored at least 17 papers between 2017 and 2026.

Collaborative distances:

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

2026

Multimodal structure-guided diffusion model for Magnetic Particle Imaging reconstruction.

Gen Shi, Wenxuan Zou, Jie He, Siao Lei, Zining Liu, Hui Zhang, Jie Tian

Medical Image Anal., 2026

2025

PDEformer-2: A Versatile Foundation Model for Two-Dimensional Partial Differential Equations.

Zhanhong Ye, Zining Liu, Bingyang Wu, Hongjie Jiang, Leheng Chen, Minyan Zhang, Xiang Huang, Qinghe Meng, Jingyuan Zou, Hongsheng Liu, Bin Dong

CoRR, July, 2025

DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding.

Yunhai Hu, Tianhua Xia, Zining Liu, Rahul Raman, Xingyu Liu, Bo Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang

CoRR, May, 2025

Speculative Decoding and Beyond: An In-Depth Survey of Techniques.

Yunhai Hu, Zining Liu, Zhenyuan Dong, Tianfan Peng, Bradley McDanel, Sai Qian Zhang

CoRR, February, 2025

Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models.

Yunhai Hu, Zining Liu, Zhenyuan Dong, Tianfan Peng, Bradley McDanel, Sai Qian Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Genomics-Aware Multimodal Self-Supervised Learning for Cancer Survival Prediction.

Kaiwen Sun, Yuting Guo, Yuanbo He, Zining Liu, Jiahao Cui, Shuai Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding.

Bradley McDanel, Sai Qian Zhang, Yunhai Hu, Zining Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

PDEformer-1: A Foundation Model for One-Dimensional Partial Differential Equations.

Zhanhong Ye, Xiang Huang, Leheng Chen, Zining Liu, Bingyang Wu, Hongsheng Liu, Zidong Wang, Bin Dong

CoRR, 2024

Noninvasive and fast method of calculation for instantaneous wave-free ratio based on haemodynamics and deep learning.

Zining Liu, Youjun Liu, Jincheng Liu, Hao Sun, Jian Liu, Chang Hou, Lihua Wang, Bao Li

Comput. Methods Programs Biomed., 2024

2021

Enterprise Product Morphology Based on Kansei Engineering - Taking AGV as an Example.

Xinxiong Liu, Zining Liu, Juanjuan Feng, Jihao Xu

Proceedings of the Advances in Industrial Design, 2021

Brand Image Building of Intangible Cultural Heritage Wulo Based on Service Design Thinking.

Huai Cao, Jihao Xu, Zining Liu, Juanjuan Feng

Proceedings of the Advances in the Human Side of Service Engineering, 2021

Insight into the Needs of Mobile Performance Speakers Based on Multimodal Sensory User Experience.

Huai Cao, Juanjuan Feng, Jihao Xu, Zining Liu

Proceedings of the Advances in Usability, User Experience, Wearable and Assistive Technology, 2021

2020

Knowledge Fusion via Joint Tensor and Matrix Factorization.

Zengguang Hao, Yafang Wang, Zining Liu, Gerard de Melo, Zenglin Xu

Cogn. Comput., 2020

2019

Which Channel to Ask My Question? Personalized Customer Service RequestStream Routing using DeepReinforcement Learning.

Zining Liu, Chong Long, Xiaolu Lu, Zehong Hu, Jie Zhang, Yafang Wang

CoRR, 2019

Which Channel to Ask My Question?: Personalized Customer Service Request Stream Routing Using Deep Reinforcement Learning.

Zining Liu, Chong Long, Xiaolu Lu, Zehong Hu, Jie Zhang, Yafang Wang

IEEE Access, 2019

CRSRL: Customer Routing System Using Reinforcement Learning.

Chong Long, Zining Liu, Xiaolu Lu, Zehong Hu, Yafang Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017

A Method of Determining the Weight of Case Retrieval based on Variable Weight.

Jinbing Ha, Yiwen Wang, Zining Liu

Proceedings of the 8th International Conference on E-business, Management and Economics, 2017