Publications (84)
CF-Font: Content Fusion for Few-shot Font Generation
Chi Wang, Min Zhou, Tiezheng Ge +3
Magnetic-field modulation of topological electronic states and emergent magneto-transport in a magnetic Weyl semimetal
Jianlei Shen, Jiacheng Gao, Changjiang Yi +16
TeleGraph: A Benchmark Dataset for Hierarchical Link Prediction
Min Zhou, Bisheng Li, Menglin Yang +1
Scaling of Berry-curvature monopole dominated large linear positive magnetoresistance
Shen Zhang, Yibo Wang, Qingqi Zeng +15
ALF: Advertiser Large Foundation Model for Multi-Modal Advertiser Understanding
Santosh Rajagopalan, Jonathan Vronsky, Songbai Yan +3
TextPainter: Multimodal Text Image Generation with Visual-harmony and Text-comprehension for Poster Design
Yifan Gao, Jinpeng Lin, Min Zhou +4
Learning-based AC-OPF Solvers on Realistic Network and Realistic Loads
Tsun Ho Aaron Cheung, Min Zhou, Minghua Chen
Nonlinear Wave Chaos: Statistics of Second Harmonic Fields
Min Zhou, Edward Ott, Thomas M. Antonsen +1
ROFI: A Deep Learning-Based Ophthalmic Sign-Preserving and Reversible Patient Face Anonymizer
Yuan Tian, Min Zhou, Yitong Chen +19
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space
Menglin Yang, Min Zhou, Marcus Kalander +2
Discovering Representative Attribute-stars via Minimum Description Length
Jiahong Liu, Min Zhou, Philippe Fournier-Viger +3
xASTNN: Improved Code Representations for Industrial Practice
Zhiwei Xu, Min Zhou, Xibin Zhao +3
HICF: Hyperbolic Informative Collaborative Filtering
Menglin Yang, Zhihao Li, Min Zhou +2
Mass spectra and Mott transitions of neutral mesons at finite temperature and magnetic field in frame of three-flavor Polyakov-extended Nambu-Jona-Lasino model
Luyang Li, Min Zhou, Zhiyang Liu +3
Several Integral Estimates and Some Applications
Xuejun Zhang, Hongxin Chen, Min Zhou +2
Multi-objective Herglotz' variational principle and cooperative Hamilton-Jacobi systems
Wei Cheng, Kai Zhao, Min Zhou
Influence Strength Estimation in Hyperbolic Space for Social Influence Maximization
Hongliang Qiao, Shanshan Feng, Min Zhou +5
Short-term load forecasting using optimized LSTM networks based on EMD
Tiantian Li, Bo Wang, Min Zhou +1
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics
Zhengyang Zhou, Yang Kuo, Wei Sun +4
Hyperbolic Graph Neural Networks: A Review of Methods and Applications
Menglin Yang, Min Zhou, Tong Zhang +5
Effects of Axion Interactions on Quark Stars in 4D Einstein-Gauss-Bonnet Gravity
Rui Zhou, Ming-zheng-xuan Wu, Xin-ran Yang +5
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning
Jiahong Liu, Menglin Yang, Min Zhou +2
When do Kernels Admit Characteristic Functions?
Caixing Gu, Shuaibing Luo, Georgios Tsikalas +1
The paper proves that a reproducing kernel admits a characteristic function exactly when a Beurling-type invariant subspace condition holds, and this condition can be expressed as…
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction
Bisheng Li, Min Zhou, Shengzhong Zhang +3
Testing consistency of general relativity with kinematic and dynamical probes
Xiao-Wei Duan, Min Zhou, Tong-Jie Zhang
Silicon carbide for integrated photonics
Ailun Yi, Chengli Wang, Liping Zhou +5
Electromechanical Switching and Momentum-Selective Transport in Geometry-Defined Blue Phosphorus Homojunctions
Zewen Wu, Min Zhou, Yanxia Xing +1
GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
Zihao Guo, Qingyun Sun, Haonan Yuan +4
Hyperbolicity of minimal periodic orbits
Chong-Qing Cheng, Min Zhou
$Ï$ mesons in finite magnetic field and finite temperature
Zhiyang Liu, Min Zhou, Yvming Tian +3
T-Stars-Poster: A Framework for Product-Centric Advertising Image Design
Hongyu Chen, Min Zhou, Jing Jiang +6
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation
Junfeng Liu, Min Zhou, Shuai Ma +1
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
Yifan Gao, Zihang Lin, Chuanbin Liu +4
Initial performance results of the JUNO detector
Angel Abusleme, Thomas Adam, Kai Adamowicz +1131
Scattering Statistics in Nonlinear Wave Chaotic Systems
Min Zhou, Edward Ott, Thomas M. Antonsen +1
CktGen: Automated Analog Circuit Design with Generative Artificial Intelligence
Yuxuan Hou, Hehe Fan, Jianrong Zhang +6
M$^2$-MFP: A Multi-Scale and Multi-Level Memory Failure Prediction Framework for Reliable Cloud Infrastructure
Hongyi Xie, Min Zhou, Qiao Yu +4
Boosting Factorization Machines via Saliency-Guided Mixup
Chenwang Wu, Defu Lian, Yong Ge +3
Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs
Min Zhou, Chenchen Xu, Ye Ma +3
Hyperbolic Representation Learning: Revisiting and Advancing
Menglin Yang, Min Zhou, Rex Ying +2
Empowering Polymeric Materials Discovery by Artificial Intelligence
Chenyao Ma, Linda Zhang, Yuheng Chen +29
Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning
Tianmeng Yang, Min Zhou, Yujing Wang +4
Visible and Near-infrared Microdisk Resonators on a 4H-Silicon-Carbide-on-Insulator Platform
Chengli Wang, Chen Shen, Ailun Yi +8
Study of the elastocaloric effect and mechanical behavior for the NiTi shape memory alloys
Min Zhou, Yushuang Li, Chen Zhang +1
Normally Hyperbolic Invariant Cylinders Passing Through Multiple Resonance
Chong-Qing Cheng, Min Zhou
First measurement of reactor neutrino oscillations at JUNO
Angel Abusleme, Thomas Adam, Kai Adamowicz +1131
Foundations and Frontiers of Graph Learning Theory
Yu Huang, Min Zhou, Menglin Yang +7
Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation
Chenchen Xu, Min Zhou, Tiezheng Ge +2
Spectral function for pions in magnetic field
Jie Mei, Rui Wen, Min Zhou +2
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance
Chengrui Wang, Pengfei Liu, Min Zhou +4
ProWorld: Progress-Aware Hyperbolic World Models for Long-Horizon Visual Goal Reaching
Zihan Liu, Yuzhe Zhuang, Yuanzu Li +4
SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation
Shang Chai, Zihang Lin, Min Zhou +3
Spatio-Temporal Hybrid Graph Convolutional Network for Traffic Forecasting in Telecommunication Networks
Marcus Kalander, Min Zhou, Chengzhi Zhang +2
Progressive Feature Polishing Network for Salient Object Detection
Bo Wang, Quan Chen, Min Zhou +3
AutoPoster: A Highly Automatic and Content-aware Design System for Advertising Poster Generation
Jinpeng Lin, Min Zhou, Ye Ma +5
BOLT-SSI: A Statistical Approach to Screening Interaction Effects for Ultra-High Dimensional Data
Min Zhou, Mingwei Dai, Yuan Yao +3
kHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning
Menglin Yang, Min Zhou, Lujia Pan +1
Developing Dipole-scheme Heterojunction Photocatalysts
Xu Gao, Yanqing Shen, Jiajia Liu +5
Hyperbolic Graph Representation Learning: A Tutorial
Min Zhou, Menglin Yang, Lujia Pan +1
Investigating Memory Failure Prediction Across CPU Architectures
Qiao Yu, Wengui Zhang, Min Zhou +5
Rethinking Scribble-Guided Image Editing: Generalization, Instruction Adherence, and Multi-Tasking
Mingyi Xu, Jinpeng Lin, Min Zhou +2
FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization
Yifei Zhou, Xuchu Huang, Chenyu Ni +4
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization
Menglin Yang, Min Zhou, Jiahong Liu +2
GAN-based Domain Adaptation for Image-aware Layout Generation in Advertising Poster Design
Chenchen Xu, Min Zhou, Tiezheng Ge +1
Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation
Zhihao Zhu, Chenwang Wu, Min Zhou +3
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
Shikun Sun, Min Zhou, Zixuan Wang +7
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion
Hongyu Chen, Yiqi Gao, Min Zhou +4
Model-free Feature Screening via Revised Chatterjee's Rank Correlation for Ultra-high Dimensional Censored Data
Shuya Chen, Heng Peng, Min Zhou
Deep Explainable Learning with Graph Based Data Assessing and Rule Reasoning
Yuanlong Li, Gaopan Huang, Min Zhou +3
Towards reliable respiratory disease diagnosis based on cough sounds and vision transformers
Qian Wang, Zhaoyang Bu, Jiaxuan Mao +7
Geometry Aligned Variational Transformer for Image-conditioned Layout Generation
Yunning Cao, Ye Ma, Min Zhou +4
Monolithic integration of diverse crystalline thin films on diamond for near-junction thermal management
Tiancheng Zhao, Tianqi Bai, Yang He +20
Traffic4cast at NeurIPS 2022 -- Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors
Moritz Neun, Christian Eichenberger, Henry Martin +27
Imbalanced classification: a paradigm-based review
Yang Feng, Min Zhou, Xin Tong
ShadowProbe: Language-Extensible Detection of Hidden Algorithmic Complexity Vulnerabilities
Yuanmin Xie, Xiangfan Wu, Wenhao Wu +6
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning
Kaidi Li, Tianmeng Yang, Min Zhou +9
Boosting Image Outpainting with Semantic Layout Prediction
Ye Ma, Jin Ma, Min Zhou +4
You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning
Tianmeng Yang, Jiahao Meng, Min Zhou +4
Geometric Imbalance in Semi-Supervised Node Classification
Liang Yan, Shengzhong Zhang, Bisheng Li +6
Scaling Up Graph Neural Networks Via Graph Coarsening
Zengfeng Huang, Shengzhong Zhang, Chong Xi +2
An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks
Keli Zhang, Marcus Kalander, Min Zhou +2
Device-Algorithm Co-Design of Ferroelectric Compute-in-Memory In-Situ Annealer for Combinatorial Optimization Problems
Yu Qian, Xianmin Huang, Ranran Wang +5
Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting
Leyan Deng, Chenwang Wu, Defu Lian +1
Low-Rank Adaptation for Foundation Models: A Comprehensive Review
Menglin Yang, Jialin Chen, Jinkai Tao +9