Lingxiao Wang
- Efficient Privacy-Preserving Stochastic Nonconvex Optimization
2019/10/30 by Lingxiao Wang, Wang, Lingxiao, Bargav Jayaraman +5 · 5 citations
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation
2016/10/17 by Lingxiao Wang, Xiao Zhang, Wang, Lingxiao +3 · 5 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Image Processing Techniques #Direction-of-Arrival Estimation Techniques
- Diffusion models for lattice gauge field simulations
2024/10/25 by Qianteng Zhu, Zhu, Qianteng, Gert Aarts +7 · 7 citations
Physics and Astronomy · Engineering · #Physics of Superconductivity and Magnetism #Superconducting Materials and Applications
- Changing climate and the permafrost environment on the Qinghai–Tibet (Xizang) plateau
2020/05/18 by Lin Zhao, Defu Zou, Guojie Hu +12 · 5 citations
Earth and Planetary Sciences · #Climate change and permafrost #Cryospheric studies and observations #Arctic and Antarctic ice dynamics
- Physics-Conditioned Diffusion Models for Lattice Gauge Theory
2025/02/08 by Qianteng Zhu, Zhu, Qianteng, Gert Aarts +7 · 9 citations
Computer Science · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG)
- Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
2023/05/29 by Haoran He, He, Haoran, Chenjia Bai +10 · 3 citations
Computer Science · #Reinforcement Learning in Robotics
- Dynamic Bottleneck for Robust Self-Supervised Exploration
2021/10/20 by Chenjia Bai, Lingxiao Wang, Bai, Chenjia +11 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration\n for Mean-Field Reinforcement Learning
2020/06/21 by Lingxiao Wang, Wang, Lingxiao, Zhuoran Yang +3 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Metaheuristic Optimization Algorithms Research
- Roles of I2PP2A in the downregulation of eNOS Ser1177 phosphorylation by angiotensin II-activated PP2A
2019/06/22 by Yanbei Luo, Qian Zhang, Jing Ding +9 · 6 citations
Medicine · #Nitric Oxide and Endothelin Effects #Renin-Angiotensin System Studies #Pulmonary Hypertension Research and Treatments
- Efficient and Robust Propensity-Score-Based Methods for Population Inference using Epidemiologic Cohorts
2020/11/30 by Lingxiao Wang, Barry I. Graubard, Wang, Lingxiao +5 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency
2022/05/26 by Lingxiao Wang, Cai Qi, Wang, Lingxiao +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics
- Amplitude/Phase Retrieval for Terahertz Holography with Supervised and Unsupervised Physics-Informed Deep Learning
2022/12/13 by Mingjun Xiang, Xiang, Mingjun, Hui Yuan +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Spider Taxonomy and Behavior Studies #Superconducting and THz Device Technology #Terahertz technology and applications
- Evidence of ground ice melting detected by InSAR and in situ monitoring over permafrost terrain on the Qinghai‐Xizang (Tibet) Plateau
2022/09/30 by Lingxiao Wang, Lin Zhao, Huayun Zhou +5 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Climate change and permafrost #Cryospheric studies and observations #Landslides and related hazards
- DeepDeblur: Fast one-step blurry face images restoration
2017/11/27 by Lingxiao Wang, Yali Li, Wang, Lingxiao +3 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Diffusion models and stochastic quantisation in lattice field theory
2024/12/18 by Gert Aarts, Lingxiao Wang, Aarts, Gert +3 · 2 citations
Economics, Econometrics and Finance · Mathematics · Computer Science · #Stochastic processes and financial applications #Advanced Topics in Algebra #Advanced Data Compression Techniques
- Diffusion models learn distributions generated by complex Langevin dynamics
2024/12/02 by Gert Aarts, Habibi, Diaa E., Aarts, Gert +4 · 1 citation
Computer Science · #Gaussian Processes and Bayesian Inference
- Quantum Simulations of Opinion Dynamics
2025/12/03 by X. M. Guo, Guo, Xingyu, Xiaoyang Wang +3 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Stochastic Quantization as Optimal Control
2026/07/23 by Lingxiao Wang
#hep-lat #hep-th
- What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity
2026/07/16 by Kumar Kshitij Patel, Rustem Islamov, Sebastian U Stich +3
#cs.LG #math.OC #stat.ML