Huang, Wen
- Visual Hallucinations of Multi-modal Large Language Models
2024/02/22 by Wen Huang, Hongbin Liu, Huang, Wen +5 · 20 citations
Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications
- Local entropy theory for a countable discrete amenable group action
2010/05/08 by Wen Huang, Xiangdong Ye, Huang, Wen +3 · 4 citations
Mathematics · Computer Science · #Mathematical Dynamics and Fractals #Computability, Logic, AI Algorithms #Topological and Geometric Data Analysis
- Variational principles for topological entropies of subsets
2010/12/06 by De‐Jun Feng, Wen Huang, Feng, De-Jun +1 · 4 citations
Mathematics · Chemistry · #Mathematical Dynamics and Fractals #Chromatography in Natural Products
- An Inexact Riemannian Proximal Gradient Method
2021/11/14 by Wen Huang, Huang, Wen, Ke Wei +1 · 6 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- Variational principle for weighted topological pressure
2014/11/29 by De‐Jun Feng, Feng, De-Jun, Wen Huang +1 · 3 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Mathematical Dynamics and Fractals #Caveolin-1 and cellular processes #Quantum chaos and dynamical systems
- A Riemannian Proximal Newton Method
2023/04/08 by Wutao Si, P. -A. Absil, Si, Wutao +7 · 6 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Achieving Counterfactual Fairness for Causal Bandit
2021/09/21 by Huang, Wen, Zhang, Lu, Wu, Xintao · 4 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Superconducting Diode Effect and Large Magnetochiral Anisotropy in Td-MoTe2 Thin Film
2023/03/16 by Wan-Shun Du, Weipeng Chen, Du, Wan-Shun +31 · 5 citations
Materials Science · Physics and Astronomy · #FOS: Physical sciences #Iron-based superconductors research #Magnetic and transport properties of perovskites and related materials #Physics of Superconductivity and Magnetism #Superconductivity (cond-mat.supr-con)
- Lowering topological entropy over subsets
2008/11/26 by Wen Huang, Huang, Wen, Xiangdong Ye +3 · 2 citations
Mathematics · #Mathematical Dynamics and Fractals #Advanced Topology and Set Theory
- Minimal systems with finitely many ergodic measures
2020/02/20 by Huang, Wen, Lian, Zhengxing, Shao, Song +1 · 3 citations
#Dynamical Systems (math.DS) #FOS: Mathematics
- A Riemannian Optimization Approach to Clustering Problems
2022/08/08 by Huang, Wen, Wei, Meng, Gallivan, Kyle A. +1 · 4 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Nil Bohr-sets and almost automorphy of higher order
2014/07/04 by Huang, Wen, Shao, Song, Ye, Xiangdong · 2 citations
#Dynamical Systems (math.DS) #FOS: Mathematics
- Pointwise convergence of multiple ergodic averages and strictly ergodic models
2014/06/23 by Huang, Wen, Shao, Song, Ye, Xiangdong · 2 citations
#37A05 #37B05 #Dynamical Systems (math.DS) #FOS: Mathematics
- An Extension of Fast Iterative Shrinkage-thresholding to Riemannian Optimization for Sparse Principal Component Analysis
2019/09/12 by Huang, Wen, Wei, Ke · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Concentration and limit behaviors of stationary measures
2016/07/21 by Huang, Wen, Ji, Min, Liu, Zhenxin +1 · 2 citations
#34F05 #35Q84 #37C40 #37C75 #60H10 (Primary) #60J60 (Secondary) #Dynamical Systems (math.DS) #FOS: Mathematics #Probability (math.PR)
- Topological characteristic factors and nilsystems
2020/06/22 by Eli Glasner, Wen Huang, Glasner, Eli +7 · 2 citations
Mathematics · #Dynamical Systems (math.DS) #FOS: Mathematics #Graph theory and applications #Limits and Structures in Graph Theory #Mathematical Dynamics and Fractals
- Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation
2025/01/24 by Huang, Wen, Gu, Yanmei, Wang, Zhiming +2 · 7 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Entropy dimension of measure preserving systems
2013/12/27 by Dou Dou, Dou, Dou, Wen Huang +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #28D20 #37A05 #37A35 #Chaos control and synchronization #Computability, Logic, AI Algorithms #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals
- Nil Bohr0-sets, Poincaré recurrence and generalized polynomials
2011/09/16 by Huang, Wen, Shao, Song, Ye, Xiangdong · 1 citation
#05B10 #22E25 #37B05 #Combinatorics (math.CO) #Dynamical Systems (math.DS) #FOS: Mathematics #Group Theory (math.GR)
- Lowering topological entropy over subsets revisited
2012/06/04 by Wen Huang, Huang, Wen, Xiangdong Ye +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Topology and Set Theory #Caveolin-1 and cellular processes #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals
- Convergence to global equilibrium for Fokker-Planck equations on a graph and Talagrand-type inequalities
2014/08/31 by Rui Che, Wen Huang, Che, Rui +5 · 1 citation
Mathematics · Physics and Astronomy · #37H10 #60J27 #60J60 #Analysis of PDEs (math.AP) #Classical Analysis and ODEs (math.CA) #Dynamical Systems (math.DS) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Metric Geometry (math.MG) #Nonlinear Partial Differential Equations #Probability (math.PR) #Statistical Mechanics and Entropy
- Affine embeddings and intersections of Cantor sets
2014/06/20 by Feng, De-Jun, Huang, Wen, Rao, Hui · 1 citation
#28A75 #37C45 #37D35 #Dynamical Systems (math.DS) #FOS: Mathematics
- Analogues of Auslander-Yorke theorems for multi-sensitivity
2015/09/29 by Huang, Wen, Kolyada, Sergii, Zhang, Guohua · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- ManifoldOptim: An R Interface to the ROPTLIB Library for Riemannian Manifold Optimization
2016/12/12 by Martin, Sean, Raim, Andrew M., Huang, Wen +1 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences
- Measure complexity and Möbius disjointness
2017/07/20 by Wen Huang, Huang, Wen, Zhiren Wang +3 · 2 citations
Mathematics · #Mathematical Dynamics and Fractals #Analytic Number Theory Research #Advanced Combinatorial Mathematics
- Local Differential Privacy in Graph Neural Networks: a Reconstruction Approach
2023/09/15 by Karuna Bhaila, Wen Huang, Bhaila, Karuna +5 · 2 citations
Computer Science · Psychology · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics #Privacy-Preserving Technologies in Data
- Ergodic optimization theory for a class of typical maps
2019/04/03 by Huang, Wen, Lian, Zeng, Ma, Xiao +2 · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- Recursive Importance Sketching for Rank Constrained Least Squares: Algorithms and High-order Convergence
2020/11/17 by Yuetian Luo, Luo, Yuetian, Wen Huang +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Computation (stat.CO) #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Multiply minimal points for the product of iterates
2021/03/31 by Huang, Wen, Shao, Song, Ye, Xiangdong · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- Möbius disjointness for topological models of ergodic systems with discrete spectrum
2016/08/30 by Huang, Wen, Wang, Zhiren, Zhang, Guohua · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics #Number Theory (math.NT)
- Type-printable photodetector arrays for multichannel meta-infrared imaging
2021/11/10 by Junxiong Guo, Guo, Junxiong, Gu, Shuyi +24 · 1 citation
Engineering · Materials Science · #CCD and CMOS Imaging Sensors #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Metamaterials and Metasurfaces Applications #Optics (physics.optics) #Thermal Radiation and Cooling Technologies
- Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
2022/06/07 by Wang, Jiali, Huang, Wen, Jiang, Rujun +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Density matrix renormalization group study of quantum-geometry-facilitated pair density wave order
2024/06/25 by Haoxin Wang, Wang, Hao-Xin, Wen Huang +1 · 2 citations
Chemistry · Materials Science · #Advanced NMR Techniques and Applications #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Molecular spectroscopy and chirality #Solid-state spectroscopy and crystallography #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
- Topological dynamical systems induced by polynomials and combinatorial consequences
2023/01/19 by Wen Huang, Song Shao, Huang, Wen +3 · 1 citation
Mathematics · Physics and Astronomy · #37B05 #54H20 #Advanced Differential Equations and Dynamical Systems #Combinatorics (math.CO) #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals #Quantum chaos and dynamical systems
- Polynomial Furstenberg joinings and its applications
2023/01/19 by Huang, Wen, Shao, Song, Ye, Xiangdong · 1 citation
#37A05 #37A30 #Dynamical Systems (math.DS) #FOS: Mathematics
- SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods
2025/07/29 by Huang, Wen, Gu, Yanmei, Wang, Zhiming +2 · 4 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- A counterexample on polynomial multiple convergence without commutativity
2023/01/29 by Wen Huang, Song Shao, Huang, Wen +3 · 1 citation
Mathematics · #37A05 #37A30 #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals #Mathematical functions and polynomials #Nonlinear Differential Equations Analysis
- Riemannian Federated Learning via Averaging Gradient Streams
2024/09/11 by Zhenwei Huang, Huang, Zhenwei, Wen Huang +5 · 2 citations
Computer Science · #68W15 #90C30 #90C48 #Advanced Statistical Modeling Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Riemannian Trust Region Methods for SC1 Minimization
2023/07/02 by Chenyu Zhang, Zhang, Chenyu, Rufeng Xiao +5 · 1 citation
Computer Science · Engineering · Mathematics · #49J52 #65K05 #90C26 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Data-Free Hard-Label Robustness Stealing Attack
2023/12/10 by Xiaojian Yuan, Kejiang Chen, Yuan, Xiaojian +9 · 1 citation
Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Forensic Toxicology and Drug Analysis
- A Riemannian Proximal Newton-CG Method
2024/05/14 by Wen Huang, Wutao Si, Huang, Wen +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Matrix Theory and Algorithms #Optimization and Control (math.OC)
- Federated Learning on Riemannian Manifolds with Differential Privacy
2024/04/15 by Zhenwei Huang, Wen Huang, Huang, Zhenwei +5 · 1 citation
Computer Science · Mathematics · #68P27 #68W15 #90C30 #90C48 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #advanced mathematical theories
- On systems disjoint from all minimal systems
2025/04/24 by Huang, Wen, Shao, Song, Xu, Hui +1 · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- From Sharpness to Better Generalization for Speech Deepfake Detection
2025/06/13 by Huang, Wen, Liu, Xuechen, Wang, Xin +2 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- A counterexample on multiple convergence without commutativity
2024/07/15 by Huang, Wen, Shao, Song, Ye, Xiangdong · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- SLRQA: A Sparse Low-Rank Quaternion Model for Color Image Processing with Convergence Analysis
2024/08/07 by Deng, Zhanwang, Yi Su, Wen Huang +2 · 1 citation
Computer Science · #Advanced Vision and Imaging #FOS: Mathematics #Image and Signal Denoising Methods #Medical Image Segmentation Techniques #Optimization and Control (math.OC)
- A restricted memory quasi-Newton bundle method for nonsmooth optimization on Riemannian manifolds
2024/02/28 by Chunming Tang, Tang, Chunming, Shajie Xing +5 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Unified Audio Event Detection
2024/09/13 by Yidi Jiang, Jiang, Yidi, Ruijie Tao +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Polynomial mean complexity and Logarithmic Sarnak conjecture
2020/09/04 by Huang, Wen, Xu, Leiye, Ye, Xiangdong · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics
- Pointwise convergence of some continuous-time polynomial ergodic averages
2023/10/25 by Wen Huang, Huang, Wen, Song Shao +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals #Stochastic processes and financial applications #Stochastic processes and statistical mechanics
- CLIMATEAGENT: Multi-Agent Orchestration for Complex Climate Data Science Workflows
2025/11/25 by Kim, Hyeonjae, Li, Chenyue, Deng, Wen +4 · 1 citation
Computer Science · Decision Sciences · Materials Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
- A Data-Centric Approach to Generalizable Speech Deepfake Detection
2025/12/20 by Wen Huang, Yuchen Mao, Huang, Wen +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Hate Speech and Cyberbullying Detection #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering