Publications (175)
PageRank Bandits for Link Prediction
Yikun Ban, Jiaru Zou, Zihao Li +5
A general, flexible and harmonious framework to construct interpretable functions in regression analysis
Tianyu Zhan, Jian Kang
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
Jiale Liu, Huajun Xi, Shaokun Zhang +6
Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition
Jian Kang, Yuanyuan Wang, Michael Schmitt +1
Competing magnetic orders in the superconducting state of Nd-doped CeRhIn$_{5}$ under pressure
P. F. S. Rosa, Jian Kang, Yongkang Luo +6
Reasoning Resides in Layers: Restoring Temporal Reasoning in Video-Language Models with Layer-Selective Merging
Zihang Fu, Haonan Wang, Jian Kang +2
Bayesian Sparse Mediation Analysis with Targeted Penalization of Natural Indirect Effects
Yanyi Song, Xiang Zhou, Jian Kang +9
SIMBA: Scalable Image Modeling using a Bayesian Approach, A Consistent Framework for Including Spatial Dependencies in fMRI Studies
Yuan Zhong, Gang Chen, Paul A. Taylor +1
Bridging the Gap between Continuous and Informative Discrete Representations by Random Product Quantization
Xueqing Li, Hao Ma, Zehan Li +8
"Rebuilding" Statistics in the Age of AI: A Town Hall Discussion on Culture, Infrastructure, and Training
David L. Donoho, Jian Kang, Xihong Lin +7
Bayesian Functional Analysis for Untargeted Metabolomics Data with Matching Uncertainty and Small Sample Sizes
Guoxuan Ma, Jian Kang, Tianwei Yu
Statistical Opportunities in Neuroimaging
Jian Kang, Thomas Nichols, Lexin Li +2
Orbital loop currents in iron-based superconductors
Markus Klug, Jian Kang, Rafael M. Fernandes +1
Scalar-on-Image Regression via the Soft-Thresholded Gaussian Process
Jian Kang, Brian J. Reich, Ana-Maria Staicu
Conditional Screening for Ultra-high Dimensional Covariates with Survival Outcomes
Hyokyoung Grace Hong, Jian Kang, Yi Li
Bayesian Symbolic Regression
Ying Jin, Weilin Fu, Jian Kang +2
BSNMani: Bayesian Scalar-on-network Regression with Manifold Learning
Yijun Li, Ki Sueng Choi, Boadie W. Dunlop +5
Spin Fluctuation Dynamics and Multiband Superconductivity in Iron Pnictides
Valentin Stanev, Jian Kang, Zlatko Tesanovic
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding
Gencer Sumbul, Jian Kang, Tristan Kreuziger +5
Latent Subgroup Identification in Image-on-scalar Regression
Zikai Lin, Yajuan Si, Jian Kang
Interplay of spin-orbit coupling and trigonal crystal field enhances superconductivity in $LaAlO_3/KTaO_3$ (111)
Long Cheng, Jia Liu, Tongying Liu +10
Bayesian Inference for Brain Activity from Functional Magnetic Resonance Imaging Collected at Two Spatial Resolutions
Andrew S. Whiteman, Andreas J. Bartsch, Jian Kang +1
AURORA: Auditing PageRank on Large Graphs
Jian Kang, Meijia Wang, Nan Cao +3
Deep Historical Borrowing Framework to Prospectively and Simultaneously Synthesize Control Information in Confirmatory Clinical Trials with Multiple Endpoints
Tianyu Zhan, Yiwang Zhou, Ziqian Geng +5
Contribution of soundscape appropriateness to soundscape quality assessment in space: a mediating variable affecting acoustic comfort
Xinhao Yang, Guangyu Zhang, Xiaodong Lu +2
Bayesian inference for group-level cortical surface image-on-scalar-regression with Gaussian process priors
Andrew S. Whiteman, Timothy D. Johnson, Jian Kang
Scalable Bayesian inference for heat kernel Gaussian processes on manifolds
Junhui He, Guoxuan Ma, Jian Kang +1
M2HF: Multi-level Multi-modal Hybrid Fusion for Text-Video Retrieval
Shuo Liu, Weize Quan, Ming Zhou +5
Bayesian Image-on-Image Regression via Deep Kernel Learning based Gaussian Processes
Guoxuan Ma, Bangyao Zhao, Hasan Abu-Amara +1
Extended Fractional Chern Insulators Near Half Flux in Twisted Bilayer Graphene Above the Magic Angle
Joe Finney, Aaron L. Sharpe, Linsey K. Rodenbach +7
Bayesian network marker selection via the thresholded graph Laplacian Gaussian prior
Qingpo Cai, Jian Kang, Tianwei Yu
On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Method
Weilin Cong, Jian Kang, Hanghang Tong +1
Bregman Divergence-Based Data Integration with Application to Polygenic Risk Score (PRS) Heterogeneity Adjustment
Qinmengge Li, Matthew T. Patrick, Haihan Zhang +9
Adversarial Sample Detection for Speaker Verification by Neural Vocoders
Haibin Wu, Po-chun Hsu, Ji Gao +6
Transport Theory of Metallic B20 Helimagnets
Jian Kang, Jiadong Zang
Video-Based Reward Modeling for Computer-Use Agents
Linxin Song, Jieyu Zhang, Huanxin Sheng +6
Statistical inferences for complex dependence of multimodal imaging data
Jinyuan Chang, Jing He, Jian Kang +1
Multilingual Speech Recognition Using Discrete Tokens with a Two-step Training Strategy
Zehan Li, Yan Yang, Xueqing Li +3
Bayesian Image Mediation Analysis
Yuliang Xu, Timothy D Johnson, Mary Heitzeg +1
Development of COVID-19 Booster Vaccine Policy by Microsimulation and Q-learning
Guoxuan Ma, Sicong Xie, Lili Zhao +1
Heavy Fermions as an Efficient Representation of Atomistic Strain and Relaxation in Twisted Bilayer Graphene
Jonah Herzog-Arbeitman, Jiabin Yu, Dumitru CÄlugÄru +5
Spin anisotropy due to spin-orbit coupling in optimally hole-doped Ba$_{0.67}$K$_{0.33}$Fe$_{2}$As$_{2}$
Yu Song, Haoran Man, Rui Zhang +9
Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis
Bingyuan Liu, Qi Zhang, Lingzhou Xue +2
Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models
Longhao Li, Hongjie Chen, Zehan Li +5
BoSS: Beyond-Semantic Speech
Qing Wang, Zehan Li, Hang Lv +8
Universal Ratio of Intrinsic Resistivities of Spin Helix in B20 (Fe-Co)Si Magnets
S. X. Huang, Jian Kang, Fei Chen +6
Bayesian Inference on Brain-Computer Interfaces via GLASS
Bangyao Zhao, Jane E. Huggins, Jian Kang
Analytical solution for the relaxed atomic configuration of twisted bilayer graphene including heterostrain
Jian Kang, Oskar Vafek
Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
Tianyi Xu, Hongjie Chen, Wang Qing +6
Pseudo-magnetic fields, particle-hole asymmetry, and microscopic effective continuum Hamitonians of twisted bilayer graphene
Jian Kang, Oskar Vafek
RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network
Jian Kang, Yan Zhu, Yinglong Xia +2
Topological Phases in Magnonics
Fengjun Zhuo, Jian Kang, Aurélien Manchon +1
GOAT-TTS: Expressive and Realistic Speech Generation via A Dual-Branch LLM
Yaodong Song, Hongjie Chen, Jie Lian +8
Composite Scores for Transplant Center Evaluation: A New Individualized Empirical Null Method
Nicholas Hartman, Joseph M. Messana, Jian Kang +3
Ensuring User-side Fairness in Dynamic Recommender Systems
Hyunsik Yoo, Zhichen Zeng, Jian Kang +7
SurvBoost: An R Package for High-Dimensional Variable Selection in the Stratified Proportional Hazards Model via Gradient Boosting
Emily Morris, Kevin He, Yanming Li +2
Classification with Ultrahigh-Dimensional Features
Yanming Li, Hyokyoung Hong, Jian Kang +3
Interplay between tetragonal magnetic order, stripe magnetism, and superconductivity in iron-based materials
Jian Kang, Xiaoyu Wang, A. V. Chubukov +1
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration
Jian Kang, Danfeng Hong, Jialin Liu +3
Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base
Linxin Song, Xuwei Ding, Jieyu Zhang +6
Correlation-induced insulating topological phases at charge neutrality in twisted bilayer graphene
Yuan Da Liao, Jian Kang, Clara N. Breiø +5
Deep Neural Networks Guided Ensemble Learning for Point Estimation
Tianyu Zhan, Haoda Fu, Jian Kang
Covariance-Insured Screening
Kevin He, Jian Kang, Hyokyoung Grace Hong +5
FairExpand: Individual Fairness on Graphs with Partial Similarity Information
Rebecca Salganik, Yibin Wang, Guillaume Salha-Galvan +1
Optimizing Graphical Procedures for Multiplicity Control in a Confirmatory Clinical Trial via Deep Learning
Tianyu Zhan, Alan H Hartford, Jian Kang +1
Kekulé Spiral Order from Strained Topological Heavy Fermions
Jonah Herzog-Arbeitman, Dumitru CÄlugÄru, Haoyu Hu +5
Spin-Driven Nematic Instability of the Multi-Orbital Hubbard Model: Application to Iron-Based Superconductors
M. H. Christensen, Jian Kang, B. M. Andersen +1
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation
Yun Xing, Jian Kang, Aoran Xiao +3
A Bayesian hierarchical spatial point process model for multi-type neuroimaging meta-analysis
Jian Kang, Thomas E. Nichols, Tor D. Wager +1
A Unified Spoken Language Model with Injected Emotional-Attribution Thinking for Human-like Interaction
Qing Wang, Zehan Li, Yaodong Song +6
What Influences the Field Goal Attempts of Professional Players? Analysis of Basketball Shot Charts via Log Gaussian Cox Processes with Spatially Varying Coefficients
Jiahao Cao, Qingpo Cai, Lance A. Waller +3
Estimating heterogeneous treatment effects with survival outcomes via a deep survival learner
Yuming Sun, Jian Kang, Yi Li
Topological and nematic superconductivity mediated by ferro-SU(4) fluctuations in twisted bilayer graphene
Yuxuan Wang, Jian Kang, Rafael M. Fernandes
Orbital magnetization and magnetic susceptibility of interacting electrons
Jian Kang, Minxuan Wang, Oskar Vafek
Spin reorientation driven by the interplay between spin-orbit coupling and Hund's rule coupling in iron pnictides
M. H. Christensen, Jian Kang, B. M. Andersen +2
Phase diagram of twisted bilayer graphene at filling factor $ν=\pm3$
Fang Xie, Jian Kang, B. Andrei Bernevig +2
Mediation with External Summary Statistic Information (MESSI)
Jonathan Boss, Wei Hao, Amber Cathey +5
Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning
Tianyu Zhan, Jian Kang
Bayesian learning of COVID-19 Vaccine safety while incorporating Adverse Events ontology
Bangyao Zhao, Yuan Zhong, Jian Kang +1
Superconductivity in FeSe: the role of nematic order
Jian Kang, Rafael M. Fernandes, Andrey V. Chubukov
A Bayesian nonparametric mixture model for selecting genes and gene subnetworks
Yize Zhao, Jian Kang, Tianwei Yu
JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks
Jian Kang, Qinghai Zhou, Hanghang Tong
GOAT-SLM: A Spoken Language Model with Paralinguistic and Speaker Characteristic Awareness
Hongjie Chen, Zehan Li, Yaodong Song +13
Understanding the dynamic impact of COVID-19 through competing risk modeling with bivariate varying coefficients
Wenbo Wu, John D. Kalbfleisch, Jeremy M. G. Taylor +2
Kernel-Based Learning of Chest X-ray Images for Predicting ICU Escalation among COVID-19 Patients
Qiyuan Shi, Jian Kang, Yi Li
A Soft-Thresholding Operator for Sparse Time-Varying Effects in Survival Models
Yuan Yang, Jian Kang, Yi Li
Manipulation of gap nodes by uniaxial strain in iron-based superconductors
Jian Kang, Alexander F. Kemper, Rafael M. Fernandes
InfoFair: Information-Theoretic Intersectional Fairness
Jian Kang, Tiankai Xie, Xintao Wu +2
Thresholded Multiscale Gaussian Processes with Application to Bayesian Feature Selection for Massive Neuroimaging Data
Ran Shi, Jian Kang
TELEVAL: A Dynamic Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios
Zehan Li, Hongjie Chen, Qing Wang +10
A Network Object Method to Uncover Hidden Disorder-Related Brain Connectome
Shuo Chen, Yishi Xing, Jian Kang +3
Sequential Best-Arm Identification with Application to Brain-Computer Interface
Xin Zhou, Botao Hao, Jian Kang +2
High Dimensional Tests for Functional Networks of Brain Anatomic Regions
Jichun Xie, Jian Kang
Group Inverse-Gamma Gamma Shrinkage for Sparse Regression with Block-Correlated Predictors
Jonathan Boss, Jyotishka Datta, Xin Wang +3
Realization of Topological Mott Insulator in a Twisted Bilayer Graphene Lattice Model
Bin-Bin Chen, Yuan Da Liao, Ziyu Chen +4
Statistical Inference for High-Dimensional Vector Autoregression with Measurement Error
Xiang Lyu, Jian Kang, Lexin Li
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu +14
Magnetic order without tetragonal-symmetry-breaking in iron arsenides: microscopic mechanism and spin-wave spectrum
Xiaoyu Wang, Jian Kang, Rafael M. Fernandes
DIFFA: Large Language Diffusion Models Can Listen and Understand
Jiaming Zhou, Hongjie Chen, Shiwan Zhao +9
Bayesian Structured Mediation Analysis With Unobserved Confounders
Yuliang Xu, Shu Yang, Jian Kang