Publications (160)
A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends
Yihao Ding, Siwen Luo, Yue Dai +6
Docs2Synth: A Synthetic Data Trained Retriever Framework for Scanned Visually Rich Documents Understanding
Yihao Ding, Qiang Sun, Puzhen Wu +3
Robust Field-Only Surface Integral Equations: Scattering from a Perfect Electric Conductor
Qiang Sun, Evert Klaseboer, Alex J. Yuffa +1
Localising two sub-diffraction emitters in 3D using quantum correlation microscopy
Shuo Li, Wenchao Li, Qiang Sun +4
GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot Attention for Vision-and-Language Navigation
Jingyang Huo, Qiang Sun, Boyan Jiang +2
The physical origin of hydrophobic effects
Qiang Sun
A non-singular, field-only surface integral method for interactions between electric and magnetic dipoles and nano-structures
Qiang Sun, Evert Klaseboer
C3-OWD: A Curriculum Cross-modal Contrastive Learning Framework for Open-World Detection
Siheng Wang, Zhengdao Li, Yanshu Li +12
Complexity Analysis of 2-Heterogeneous Minimum Spanning Forest Problem
Zhujun Zhang, Qiang Sun
Characterization of Speech Imagery in Scalp EEG and Comparison with Motor Imagery
Bob Van Dyck, Liuyin Yang, Qiang Sun +2
On-surface synthesis of polyazulene with 2,6-connectivity
Qiang Sun, Ian Cheng-Yi Hou, Kristjan Eimre +4
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos
Meng Cao, Haoran Tang, Haoze Zhao +6
Helmholtz equation and non-singular boundary elements applied to multi-disciplinary physical problems
Evert Klaseboer, Qiang Sun
Eliminating the fictitious frequency problem in BEM solutions of the external Helmholtz equation
Evert Klaseboer, Florian D. E. Charlet, Boo-Cheong Khoo +2
Hour-scale persistent negative anomaly of atmospheric electrostatic field near the epicenter before earthquake
Tao Chen, Han Wu, Chi Wang +28
PRISMA: Reinforcement Learning Guided Two-Stage Policy Optimization in Multi-Agent Architecture for Open-Domain Multi-Hop Question Answering
Yu Liu, Wenxiao Zhang, Cong Cao +10
Nitrogen-vacancy centre in lonsdaleite: a novel nanoscale sensor?
Anjay Manian, Mitchell O. de Vries, Daniel Stavrevski +3
Online Linearized LASSO
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu +1
Efficient photocatalytic nitrogen fixation from air under sunlight via iron-doped WO
Yuanfang Shen, Jingxuan Shou, Liangchen Chen +8
Does Faithfulness-Guided Alignment Hurt Accuracy? Unlocking Accurate and Faithful Post-Retrieval Reasoning
Yu Liu, Wenxiao Zhang, Diandian Guo +6
Adaptive Huber Regression
Qiang Sun, Wenxin Zhou, Jianqing Fan
A new porous metallic silicon dicarbide for highly efficient Li-ion battery anode identified by targeted structure search
Junyi Liu, Shuo Wang, Yu Qie +2
Hybrid Template Canonical Correlation Analysis Method for Enhancing SSVEP Recognition under data-limited Condition
Runfeng Miao, Li Zhang, Qiang Sun
Alterations of electrocortical activity during hand movements induced by motor cortex glioma
Yihan Wu, Tao Chang, Siliang Chen +22
The role of double ionization on the generation of doubly charged ions in copper vacuum arcs: insight from particle-in-cell/direct simulation Monte Carlo methods
Wei Yang, Qianhong Zhou, Qiang Sun +2
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents
Qiang Sun, Yuanyi Luo, Sirui Li +2
Local Slot Attention for Vision-and-Language Navigation
Yifeng Zhuang, Qiang Sun, Yanwei Fu +2
Structural, Electronic, and Vibrational Properties of 2D Graphdiyne-Like Carbon Nanonetwork Synthesized on Au(111): Implications for the Engineering of sp-sp2 Carbon Nanostructures
Andi Rabia, Francesco Tumino, Alberto Milani +11
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework
Zhengwei Yang, Yuke Li, Qiang Sun +3
Non-singular field-only surface integral equations for electromagnetic scattering
Evert Klaseboer, Qiang Sun, Derek Y. C. Chan
BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation
Panwen Hu, Jiehui Huang, Qiang Sun +1
Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study
Xianghong Fang, Litao Guo, Hengchao Chen +8
A fluorescent color center in meteoritic Lonsdaleite
Giannis Thalassinos, Alan G. Salek, Daniel Stavrevski +7
Homogeneous nucleation mechanism of NaCl in aqueous solutions
Qiang Sun
Mu-Metal Enhancement of Effects in Electromagnetic Fields Over Single Emitters Near Topological Insulators
Eitan Dvorquez, BenjamÃn Pavez, Qiang Sun +4
dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models
Zhengyan Wan, Yidong Ouyang, Panwen Hu +1
Training-Free Self-Correction for Multimodal Masked Diffusion Models
Yidong Ouyang, Panwen Hu, Zhengyan Wan +7
A provable two-stage algorithm for penalized hazards regression
Jianqing Fan, Wenyan Gong, Qiang Sun
Automatic Detection of ECG Abnormalities by using an Ensemble of Deep Residual Networks with Attention
Yang Liu, Runnan He, Kuanquan Wang +4
Tailoring Magnetic Exchange Interactions in Ferromagnet-Intercalated MnBi2Te4 Superlattices
Peng Chen, Qi Yao, Qiang Sun +15
Do we need to estimate the variance in robust mean estimation?
Qiang Sun
Exact Cluster Recovery via Classical Multidimensional Scaling
Anna Little, Yuying Xie, Qiang Sun
Growth optimization and device integration of narrow-bandgap graphene nanoribbons
Gabriela Borin Barin, Qiang Sun, Marco Di Giovannantonio +26
The edge-girth-regularity of Wenger graphs
Fuyuan Yang, Qiang Sun, Chao Zhang
The dependence of hydrophobic interactions on the solute size
Qiang Sun
Hoeffding's lemma for Markov Chains and its applications to statistical learning
Jianqing Fan, Bai Jiang, Qiang Sun
Coupling Lattice Distortion and Cation Disorder to Control Li-ion Transport in Cation-Disordered Rocksalt Oxides
Zichang Zhang, Lihua Feng, Jiewei Cheng +7
LAC-Net: Linear-Fusion Attention-Guided Convolutional Network for Accurate Robotic Grasping Under the Occlusion
Jinyu Zhang, Yongchong Gu, Jianxiong Gao +5
Nowhere-zero flows on signed supereulerian graphs
Chao Wen, Qiang Sun, Chao Zhang
A universal model for drag on a spherical bubble
Qiang Sun, Evert Klaseboer
Analytical solution for a vibrating rigid sphere with an elastic shell in an infinite linear elastic medium
Evert Klaseboer, Qiang Sun
A Survey of Learn-to-Compute Paradigms for Rate-Distortion-Type Problems
Shitong Wu, Sicheng Xu, Lingyi Chen +4
Analysis of BBM solitary wave interactions using the conserved quantities
Xiangcheng You, Hang Xu, Qiang Sun
Counting Process Based Dimension Reduction Methods for Censored Outcomes
Qiang Sun, Ruoqing Zhu, Tao Wang +1
The relationship between activated H2 bond length and adsorption distance on MXenes identified with graph neural network and resonating valence bond theory
Jiewei Cheng, Tingwei Li, Yongyi Wang +2
Iteratively Reweighted -Penalized Robust Regression
Xiaoou Pan, Qiang Sun, Wen-Xin Zhou
DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral
Qiang Sun, Sirui Li, Tingting Bi +4
Rethinking The Uniformity Metric in Self-Supervised Learning
Xianghong Fang, Jian Li, Qiang Sun +1
I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error
Jianqing Fan, Han Liu, Qiang Sun +1
Fluorescence profile of a nitrogen-vacancy center in a nanodiamond
Qiang Sun, Shuo Li, Taras Plakhotnik +1
Decentralized Online Riemannian Optimization with Dynamic Environments
Hengchao Chen, Qiang Sun
Triangle Counting Rule: An Approach to Forecast the Magnetic Properties of Benzenoid Polycyclic Hydrocarbons
Yuyi Yan, Fengru Zheng, Boyu Qie +4
Question Guided Modular Routing Networks for Visual Question Answering
Yanze Wu, Qiang Sun, Jianqi Ma +4
Robust Field-Only Surface Integral Equations: Scattering from a Dielectric Body
Qiang Sun, Evert Klaseboer, Alex J. Yuffa +1
Locating any two vertices on Hamiltonian cycles
Weihua He, Hao Li, Qiang Sun
A Gaussian Perspective for Distributional Discrepancy in Generative Diffusion Models
Qiang Sun, H. Vincent Poor, Wenyi Zhang
Bounded Projection Matrix Approximation with Applications to Community Detection
Zheng Zhai, Hengchao Chen, Qiang Sun
Controlled quantum dot formation in atomically engineered graphene nanoribbons field-effect transistors
Maria El Abbassi, Mickael Perrin, Gabriela Borin Barin +12
Gradient descent in matrix factorization: Understanding large initialization
Hengchao Chen, Xin Chen, Mohamad Elmasri +1
Nitrogen-Vacancy Emission from Nanodiamond: Size, Depth, and Surroundings
Harini Hapuarachchi, Francesco Campaioli, Jared H Cole +2
Novel electronic and magnetic properties of BN sheet decorated with hydrogen and fluorine
Jian Zhou, Qian Wang, Qiang Sun +1
A Universal Length-Dependent Vibrational Mode in Graphene Nanoribbons
Jan Overbeck, Gabriela Borin Barin, Colin Daniels +13
Distributed Adaptive Huber Regression
Jiyu Luo, Qiang Sun, Wenxin Zhou
Rapid COVID-19 Risk Screening by Eye-region Manifestations
Yanwei Fu, Lei Zhao, Haojie Zheng +13
The directional nature of hydrophobic interactions: Implications for the mechanism of molecular recognition
Qiang Sun
Analytical solution for an acoustic boundary layer around an oscillating rigid sphere
Evert Klaseboer, Qiang Sun, Derek Y. C. Chan
Ensemble linear interpolators: The role of ensembling
Mingqi Wu, Qiang Sun
Magnetic response of topological insulator layer with metamaterial substrate induced by an electric point source
Qiang Sun, Eitan Dvorquez, Felipe Pinto +4
Sketched Ridgeless Linear Regression: The Role of Downsampling
Xin Chen, Yicheng Zeng, Siyue Yang +1
Field-only integral equation method for time domain scattering of electromagnetic pulses
Evert Klaseboer, Qiang Sun, Derek Y. C. Chan
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma
Ruiyu Wang, Sen Wang, Xinxin Zuo +1
Schrödinger's Navigator: Imagining an Ensemble of Futures for Zero-Shot Object Navigation
Yu He, Da Huang, Zhenyang Liu +5
Bayesian high-dimensional linear regression with generic spike-and-slab priors
Bai Jiang, Qiang Sun
Tuning free Catoni type joint robust estimation
Xiang Li, Jun S. Liu, Qiang Sun +1
Gate-tunable Intrinsic Anomalous Hall Effect in Epitaxial MnBi2Te4 Films
Shanshan Liu, Jiexiang Yu, Enze Zhang +11
Principal component analysis for big data
Jianqing Fan, Qiang Sun, Wen-Xin Zhou +1
Modeling Symmetric Positive Definite Matrices with An Application to Functional Brain Connectivity
Zhenhua Lin, Dehan Kong, Qiang Sun
Directional diffusion models for graph representation learning
Run Yang, Yuling Yang, Fan Zhou +1
CamDirector: Towards Long-Term Coherent Video Trajectory Editing
Zhihao Shi, Kejia Yin, Weilin Wan +5
MOMA: Masked Orthogonal Matrix Alignment for Zero-Additional-Parameter Model Merging
Fanshuang Kong, Richong Zhang, Zhijie Nie +4
Coupled spin states in armchair graphene nanoribbons with asymmetric zigzag edge extensions
Qiang Sun, Xuelin Yao, Oliver Groning +6
CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
Liuyin Yang, Qiang Sun, Bob Van Dyck +2
Optical forces and torques on eccentric nanoscale core-shell particles
Qiang Sun, Kishan Dholakia, Andrew D Greentree
A Robust Multi-Scale Field-Only Formulation of Electromagnetic Scattering
Qiang Sun, Evert Klaseboer, Derek Y. C. Chan
Tuning and Optimizing the Finite Element Analysis with Elements of Large Nodal DOF on a Linux Cluster
Ji Wang, Lihong Wang, Qiang Sun +4
Distributed Sparse Multicategory Discriminant Analysis
Hengchao Chen, Qiang Sun
Applying a Chemical Structure Teaching Method in the Pharmaceutical Analysis Curriculum to Improve Student Engagement and Learning
Hui Zhenga, Binjing Hu, Qiang Sun +2
Gaussian Approximations for Maxima of Random Vectors under -th Moments
Qiang Sun
Self-supervised 3D Human Mesh Recovery from Noisy Point Clouds
Xinxin Zuo, Sen Wang, Qiang Sun +2
Effect of a humid environment on the surface structure of RuO2(110)
Qiang Sun, Karsten Reuter, Matthias Scheffler