Ziang Chen
- On Representing Linear Programs by Graph Neural Networks
2022/09/25 by Ziang Chen, Jialin Liu, Chen, Ziang +7 · 8 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC)
- On Representing Mixed-Integer Linear Programs by Graph Neural Networks
2022/10/19 by Ziang Chen, Jialin Liu, Chen, Ziang +7 · 5 citations
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Scheduling and Optimization Algorithms #Constraint Satisfaction and Optimization
- Certified Machine Unlearning via Noisy Stochastic Gradient Descent
2024/03/25 by Eli Chien, Chien, Eli, Haoyu Wang +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Spectroscopy Techniques in Biomedical and Chemical Research
- Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
2024/06/09 by Ziang Chen, Chen, Ziang, Xiaohan Chen +7 · 6 citations
Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Metaheuristic Optimization Algorithms Research
- On the Representation of Solutions to Elliptic PDEs in Barron Spaces
2021/06/14 by Ziang Chen, Chen, Ziang, Jianfeng Lu +3 · 3 citations
Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Advanced Numerical Methods in Computational Mathematics
- Rethinking the Capacity of Graph Neural Networks for Branching Strategy
2024/02/11 by Ziang Chen, Jialin Liu, Chen, Ziang +7 · 4 citations
Computer Science · #Neural Networks and Applications
- Pandora3D: A Comprehensive Framework for High-Quality 3D Shape and Texture Generation
2025/02/20 by Jiayu Yang, Yang, Jiayu, Taizhang Shang +17 · 4 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Fully discretized Sobolev gradient flow for the Gross-Pitaevskii eigenvalue problem
2024/03/09 by Ziang Chen, Chen, Ziang, Jianfeng Lu +5 · 2 citations
Mathematics · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC)
- Residual connections provably mitigate oversmoothing in graph neural networks
2025/01/01 by Ziang Chen, Chen, Ziang, Lin, Zhengjiang +6 · 2 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Probability (math.PR)
- Cyclic-Prefix-Free OFDM With Tail-Reuse Reconstruction for Distributed Acoustic Sensing
2026/07/21 by Ziang Chen, Zhiyang Xue, Zhongxing Tian +4
#eess.SP #physics.optics
- Mitigating psychological discomfort during automation error: A mixed methods research
2026/07/22 by Ziang Chen, Zhengyu Tan, Peiwen Luo
Psychology · Health Professions · #Human-Automation Interaction and Safety #Sleep and Work-Related Fatigue #Occupational Health and Safety Research
- “Oops! That was my fault, I am so sorry for sudden braking”: using voice assistants to repair trust after automated driving failures
2026/07/25 by Peiwen Luo, Chen Peng, Zhengyu Tan +3
Psychology · Computer Science · #Human-Automation Interaction and Safety #Cognitive Functions and Memory #AI in Service Interactions