Publications (188)
Interpolating Refinable Functions and -step Interpolatory Subdivision Schemes
Bin Han
Standard interpolatory subdivision schemes and their underlying interpolating refinable functions are of interest in CAGD, numerical PDEs, and approximation theory. Generalizing th…
An Abstracted Survey on 6G: Drivers, Requirements, Efforts, and Enablers
Bin Han, Wei Jiang, Mohammad Asif Habibi +1
As of today, 5G mobile systems have been already widely rolled out, it is the right time for academia and industry to explore the next generation mobile communication system beyond…
Security, Privacy and System-Level Resillience of 6G End-to-End System: Hexa-X-II Perspective
Pawani Porambage, Diego Lopez, Antonio Pastor +15
The sixth generation (6G) of mobile networks are being developed to overcome limitations in previous generations and meet emerging user demands. As a European project, the Smart Ne…
Grouping-Based Random Access Collision Control for Massive Machine-Type Communication
Bin Han, Hans D. Schotten
Massive Machine-Type Communication (mMTC) is expected to be strongly supported by future 5G wireless networks. Its deployment, however, is seriously challenged by the high risk of…
DMH-HARQ: Reliable and Open Latency-Constrained Wireless Transport Network
Bin Han, Muxia Sun, Yao Zhu +6
The extreme requirements for high reliability and low latency in the upcoming Sixth Generation (6G) wireless networks are challenging the design of multi-hop wireless transport net…
Generalized Matrix Spectral Factorization and Quasi-tight Framelets with Minimum Number of Generators
Chenzhe Diao, Bin Han
As a generalization of orthonormal wavelets in , tight framelets (also called tight wavelet frames) are of importance in wavelet analysis and applied sciences due to their…
A Profit-Maximizing Strategy of Network Resource Management for 5G Tenant Slices
Bin Han, Di Feng, Lianghai Ji +1
Supported by the emerging technologies of Network Function Virtualization (NFV) and network slicing, 5G networks allow tenants to rent resources from mobile network operators (MNOs…
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs
Chenjun Xu, Bingbing Wen, Bin Han +3
Psychology research has shown that humans are poor at estimating their performance on tasks, tending towards underconfidence on easy tasks and overconfidence on difficult tasks. We…
5G Island for Network Resilience and Autonomous Failsafe Operations
Bin Han, Marcos Rates Crippa, Hans D. Schotten
The resilience of 5G networks can be strongly challenged by central cloud virtual network function (VNF) outages, which can be cause by server and backhaul connection errors. This…
A Markov Model of Slice Admission Control
Bin Han, Di Feng, Hans D. Schotten
The emerging feature of network slicing in future Fifth Generation (5G) networks calls for efficient slice management. Recent studies have been focusing on the mechanism of slice a…
A 3D Human Body Blockage Model for Outdoor Millimeter-Wave Cellular Communication
Bin Han, Longbao Wang, Hans D. Schotten
Blocking is one of the most important challenges in exploiting millimeter-wave for fifth-generation (5G) cellular communication systems. Compared to blockages caused by buildings o…
Global existence in critical spaces for density-dependent incompressible viscoelastic fluids
Daoyuan Fang, Bin Han, Ting Zhang
In this paper we consider the local and global well-posedness to the density-dependent incompressible viscoelastic fluids. We first study some linear models associated to the incom…
Balancing Functionality and GDPR-Driven Privacy in ISAC Trajectory Sharing
Zexin Fang, Bin Han, Zhuojun Tian +1
Integrated Sensing and Communications (ISAC) enables trajectory sharing that enhances beamforming, resource allocation, and cooperative perception, yet raises fundamental privacy c…
An Efficient Finite Difference-Based PML Technique for Acoustic Scattering Problems
Bin Han, Jiwoon Sim
The acoustic scattering problem is modeled by the exterior Helmholtz equation, which is challenging to solve due to both the unboundedness of the domain and the high dispersion err…
A Utility-Driven Multi-Queue Admission Control Solution for Network Slicing
Bin Han, Vincenzo Sciancalepore, Di Feng +2
The combination of recent emerging technologies such as network function virtualization (NFV) and network programmability (SDN) gave birth to the Network Slicing revolution. 5G net…
Modeling Profit of Sliced 5G Networks for Advanced Network Resource Management and Slice Implementation
Bin Han, Shreya Tayade, Hans D. Schotten
The core innovation in future 5G cellular networksnetwork slicing, aims at providing a flexible and efficient framework of network organization and resource management. The revolut…
Nonhomogeneous Wavelet Systems in High Dimensions
Bin Han
It is of interest to study a wavelet system with a minimum number of generators. It has been showed by X. Dai, D. R. Larson, and D. M. Speegle in [11] that for any real…
Image Inpainting Using Directional Tensor Product Complex Tight Framelets
Yi Shen, Bin Han, Elena Braverman
In this paper we are particularly interested in the image inpainting problem using directional complex tight wavelet frames. Under the assumption that frame coefficients of images…
Cyclic descents for Motzkin paths
Bin Han
A notion of cyclic descents on standard Young tableaux (SYT) of rectangular shape was introduced by Rhoades, and extended to certain skew shapes by Adin, Elizalde and Roichman. The…
Wavelet-based Methods for Numerical Solutions of Differential Equations
Bin Han, Michelle Michelle, Yau Shu Wong
Wavelet theory has been well studied in recent decades. Due to their appealing features such as sparse multiscale representation and fast algorithms, wavelets have enjoyed many tre…
The Price of Ignorance: Information-Free Quotation for Data Retention in Machine Unlearning
Bin Han, Di Feng, Zexin Fang +2
When users exercise data deletion rights under the General Data Protection Regulation (GDPR) and similar regulations, mobile network operators face a tradeoff: excessive machine un…
A Novel Dynamic Epidemic Model for Successive Opinion Diffusion in Social Networks
Bin Han, Fabienne Renckens, C. Clark Cao +1
This paper proposes a dynamic epidemic model for successive opinion diffusion in social networks, extending the SHIMR model. It incorporates dynamic decision-making influenced by s…
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning
Ling Team, Bin Han, Caizhi Tang +25
In this technical report, we present the Ring-linear model series, specifically including Ring-mini-linear-2.0 and Ring-flash-linear-2.0. Ring-mini-linear-2.0 comprises 16B paramet…
A Fast Blind Impulse Detector for Bernoulli-Gaussian Noise in Underspread Channel
Bin Han, Hans D. Schotten
The Bernoulli-Gaussian (BG) model is practical to characterize impulsive noises that widely exist in various communication systems. To estimate the BG model parameters from noise m…
A Robust UAV-Based Approach for Power-Modulated Jammer Localization Using DoA
Zexin Fang, Bin Han, Hans D. Schotten
Unmanned aerial vehicles (UAVs) are well-suited to localize jammers, particularly when jammers are at non-terrestrial locations, where conventional detection methods face challenge…
Admission and Congestion Control for 5G Network Slicing
Bin Han, Antonio De Domenico, Ghina Dandachi +6
Network Slicing has been widely accepted as essential feature of future 5th Generation (5G) mobile communication networks. Accounting the potentially dense demand of network slices…
Generative Semantic HARQ: Latent-Space Text Retransmission and Combining
Bin Han, Yulin Hu, Hans D. Schotten
Semantic communication conveys meaning rather than raw bits, but reliability at the semantic level remains an open challenge. We propose a semantic-level hybrid automatic repeat re…
Salience Adjustment for Context-Based Emotion Recognition
Bin Han, Jonathan Gratch
Emotion recognition in dynamic social contexts requires an understanding of the complex interaction between facial expressions and situational cues. This paper presents a salience-…
Global existence of strong solution to non-isothermal ideal gas system
Bin Han, Ning-An Lai, Andrei Tarfulea
This paper aims to establish the global existence of strong solutions to a non-isothermal ideal gas model. We first show global well-posedness in the Sobolev space $H^2(\mathbb{R}^…
Equidistributions around special kinds of descents and excedances
Bin Han, Jianxi Mao, Jiang Zeng
We consider a sequence of four variable polynomials by refining Stieltjes' continued fraction for Eulerian polynomials. Using combinatorial theory of Jacobi-type continued fraction…
A Unitary Extension Principle for Shearlet Systems
Bin Han, Gitta Kutyniok, Zuowei Shen
In this paper, we first introduce the concept of an adaptive MRA (AMRA) structure which is a variant of the classical MRA structure suited to the main goal of a fast flexible decom…
Analysis and convergence of Hermite subdivision schemes
Bin Han
Hermite interpolation property is desired in applied and computational mathematics. Hermite and vector subdivision schemes are of interest in CAGD for generating subdivision curves…
Directional Compactly supported Box Spline Tight Framelets with Simple Structure
Bin Han, Tao Li, Xiaosheng Zhuang
To effectively capture singularities in high-dimensional data and functions, multivariate compactly supported tight framelets, having directionality and derived from refinable box…
Symmetric Canonical Quincunx Tight Framelets with High Vanishing Moments and Smoothness
Bin Han, Qingtang Jiang, Zuowei Shen +1
We propose an approach to construct a family of two-dimensional compactly supported real-valued symmetric quincunx tight framelets in with arbit…
Covariance-Aware Demapping on Fourier-Curve Constellations
Bin Han, Muxia Sun, H. Vincent Poor +1
Injecting artificial noise (AN) along the tangent space of a curved constellation makes each transmitted symbol induce a Gaussian observation with a symbol-dependent rank-one covar…
GDPR-Aware Trajectory Sharing for ISAC-Assisted Robot Navigation: A Case Study on FID-Constrained Collision Prediction
Zexin Fang, Bin Han, Donglin Wang +2
Integrated sensing and communication (ISAC) enables intelligent wireless infrastructure but raises growing regulatory concern as fine-grained personal trajectory histories become a…
Homogeneous Wavelets and Framelets with the Refinable Structure
Bin Han
Homogeneous wavelets and framelets have been extensively investigated in the classical theory of wavelets and they are often constructed from refinable functions via the multiresol…
Robust Audio Watermarking Algorithm Based on Moving Average and DCT
Jinquan Zhang, Bin Han
Noise is often brought to host audio by common signal processing operation, and it usually changes the high-frequency component of an audio signal. So embedding watermark by adjust…
Knowledge-based Emotion Recognition using Large Language Models
Bin Han, Cleo Yau, Su Lei +1
Emotion recognition in social situations is a complex task that requires integrating information from both facial expressions and the situational context. While traditional approac…
-Catalan numbers: gamma expansions, pattern avoidance and the -phenomenon
Shishuo Fu, Dazhao Tang, Bin Han +1
The aim of this paper is two-fold. We first prove several new interpretations of a kind of -Catalan numbers along with their corresponding -expansions using pattern avoi…
Efficient and simple fourth-order compact finite difference methods for convection-diffusion-reaction equations on arbitrary curved domains
Qiwei Feng, Bin Han, Peter Minev
In this paper, we discuss the 2D convection-diffusion-reaction equation with variable smooth coefficients and the Dirichlet boundary condition on a complicated, thin, and curved do…
Why Not Replace? Sustaining Long-Term Visual Localization via Handcrafted-Learned Feature Collaboration on CPU
Yicheng Lin, Yunlong Jiang, Xujia Jiao +1
Robust long-term visual localization in complex industrial environments is critical for mobile robotic systems. Existing approaches face limitations: handcrafted features are illum…
Global Regularity to the Navier-Stokes Equations for A Class of Large Initial Data
Yukang Chen, Bin Han, Zhen Lei
We prove that for initial data of the form \begin{equation}\nonumber u_0^ε(x) = (v_0^h(x_ε), ε^{-1}v_0^n(x_ε))^T,\quad x_ε= (x_h, εx_n)^T, n \geq 4, \end{equation} the Cauchy…
Quality-Aware Denoising of Ultra-Short TDoA Measurements for 5G-NR UAV Localization
Zexin Fang, Bin Han, Anjie Qiu +2
Reliable positioning is essential for Uncrewed Aerial Vehicles (UAVs) in safety-critical urban operations, yet achieving sub-meter accuracy under stringent latency constraints rema…
Quasi-stationary Subdivision Schemes in Arbitrary Dimensions
Ran Lu, Bin Han
Stationary subdivision schemes have been extensively studied and have numerous applications in CAGD and wavelet analysis. To have high-order smoothness of the scheme, it is usually…
The Road Towards 6G: A Comprehensive Survey
Wei Jiang, Bin Han, Mohammad Asif Habibi +1
As of today, the fifth generation (5G) mobile communication system has been rolled out in many countries and the number of 5G subscribers already reaches a very large scale. It is…
Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans
Deuksin Kwon, Kaleen Shrestha, Bin Han +2
Large Language Models (LLMs) are increasingly deployed in socially complex, interaction-driven tasks, yet their ability to mirror human behavior in emotionally and strategically co…
Optimal Blocklength Allocation towards Reduced Age of Information in Wireless Sensor Networks
Bin Han, Yao Zhu, Zhiyuan Jiang +2
The freshness or timeliness of data at server is a significant key performance indicator of sensor networks, especially in tolerance critical applications such as factory automatio…
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation
Jihan Yao, Yushi Hu, Yujie Yi +9
Automatically evaluating multimodal generation presents a significant challenge, as automated metrics often struggle to align reliably with human evaluation, especially for complex…
Optimal Resource Dedication in Grouped Random Access for Massive Machine-Type Communications
Bin Han, Mohammad Asif Habibi, Hans D. Schotten
The high risk of random access collisions leads to huge challenge for the deployment massive Machine-Type Communications (mMTC), which cannot be sufficiently overcome by current so…
Fairness for Freshness: Optimal Age of Information Based OFDMA Scheduling with Minimal Knowledge
Bin Han, Yao Zhu, Zhiyuan Jiang +2
It is becoming increasingly clear that an important task for wireless networks is to minimize the age of information (AoI), i.e., the timeliness of information delivery. While main…
Online Estimation of Resource Overload Risk in 5G Multi-Tenancy Network
Yasameen Shihab Hamad, Bin Han, Osman Nuri ucan
The technology of network slicing, as the most characteristic feature of the fifth generation (5G) wireless networks, manages the resources and network functions in heterogeneous a…
Sixth-Order Hybrid Finite Difference Methods for Elliptic Interface Problems with Mixed Boundary Conditions
Qiwei Feng, Bin Han, Peter Minev
In this paper, we develop sixth-order hybrid finite difference methods (FDMs) for the elliptic interface problem in , where is a…
Knowledge vs. Experience: Asymptotic Limits of Impatience in Edge Tenants
Anthony Kiggundu, Bin Han, Hans D. Schotten
We study how two information feeds, a closed-form Markov estimator of residual sojourn and an online trained actor-critic, affect reneging and jockeying in a dual M/M/1 system. Ana…
6G Underlayer Network Concepts for Ultra Reliable and Low Latency Communication in Manufacturing
Daniel Lindenschmitt, Jan Mertes, Christian Schellenberger +4
Underlayer networks in the context of 6G for manufacturing are crucial. They address the evolving needs of highly interconnected and autonomous systems in industry. The digitalizat…
Nomadic Non-Public Networks for 6G: Use Cases and Key Performance Indicators
Daniel Lindenschmitt, Benedikt Veith, Khurshid Alam +7
The landscape of wireless communication systems is evolving rapidly, with a pivotal role envisioned for dynamic network structures and self-organizing networks in upcoming technolo…
Feasibility Study of Enabling V2X Communications by LTE-Uu Radio Interface
Ji Lianghai, Andreas Weinand, Bin Han +1
Compared with the legacy wireless networks, the next generation of wireless network targets at different services with divergent QoS requirements, ranging from bandwidth consuming…
Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges
Mohammad Asif Habibi, Bin Han, Merve Saimler +2
The emergence of the open radio access network (O-RAN) architecture offers a paradigm shift in cellular network management and service orchestration, leveraging data-driven, intent…
Equidistributions of mesh patterns of length two and Kitaev and Zhang's conjectures
Bin Han, Jiang Zeng
A systematic study of avoidance of mesh patterns of length 2 was conducted by Hilmarsson et al. in 2015. In a recent paper Kitaev and Zhang examined the distribution of the aforeme…
TraversRL: Traversable Pedestrian Pathway Generation With Reinforcement Learning
Bin Han, Robert Wolfe, Bill Howe
Automatically generating pedestrian pathways from aerial images requires producing a connected network suitable for routing, not just detecting where sidewalks appear. Sidewalks an…
Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation
Zexin Fang, Bin Han, Hans D. Schotten
Federated learning (FL) offers a privacy-preserving collaborative approach for training models in wireless networks, with channel estimation emerging as a promising application. De…
D2D-Based Grouped Random Access to Mitigate Mobile Access Congestion in 5G Sensor Networks
Bin Han, Vincenzo Sciancalepore, Oliver Holland +2
The Fifth Generation (5G) wireless service of sensor networks involves significant challenges when dealing with the coordination of ever-increasing number of devices accessing shar…
Flexible and dependable manufacturing beyond xURLLC: A novel framework for communication-control co-design
Bin Han, Mu-Xia Sun, Lai-Kan Muk +2
Future Industrial 4.0 applications in the 6G era is calling for high dependability that goes far beyond the current ultra-reliable low latency communication (URLLC), and therewith…
A Derivative-Orthogonal Wavelet Multiscale Method for 1D Elliptic Equations with Rough Diffusion Coefficients
Qiwei Feng, Bin Han
In this paper, we investigate 1D elliptic equations with rough diffusion coefficients that satisfy and $f\in L…
Security Trust Zone in 5G Networks
Bin Han, Stan Wong, Christian Mannweiler +2
Fifth Generation (5G) telecommunication system is going to deliver a flexible radio access network (RAN). Security functions such as authorization, authentication and accounting (A…
Microlocal analysis and characterization of Sobolev wavefront sets using shearlets
Bin Han, Swaraj Paul, Niraj K. Shukla
Sobolev wavefront sets and -microlocal spaces play a key role in describing and analyzing the singularities of distributions in microlocal analysis and solutions of partial diff…
Image Denoising Using Tensor Product Complex Tight Framelets with Increasing Directionality
Bin Han, Zhenpeng Zhao
Tensor product real-valued wavelets have been employed in many applications such as image processing with impressive performance. Though edge singularities are ubiquitous and play…
Multiservice-based Network Slicing Orchestration with Impatient Tenants
Bin Han, Vincenzo Sciancalepore, Xavier Costa-Perez +2
The combination of recent emerging technologies such as network function virtualization (NFV) and network programmability (SDN) gave birth to the novel Network Slicing paradigm. 5G…
Fragments to Facts: Partial-Information Fragment Inference from LLMs
Lucas Rosenblatt, Bin Han, Robert Wolfe +1
Large language models (LLMs) can leak sensitive training data through memorization and membership inference attacks. Prior work has primarily focused on strong adversarial assumpti…
Artificial ASMR: A Cyber-Psychological Approach
Zexin Fang, Bin Han, C. Clark Cao +1
The popularity of Autonomous Sensory Meridian Response (ASMR) has skyrockted over the past decade, but scientific studies on what exactly triggered ASMR effect remain few and immat…
Directional Tensor Product Complex Tight Framelets with Low Redundancy
Bin Han, Zhepeng Zhao, Xiaosheng Zhuang
Though high redundancy rate of a tight frame can improve performance in applications, as the dimension increases, it also makes the computational cost skyrocket and the storage of…
Global existence results for the Navier-Stokes equations in the rotational framework
Daoyuang Fang, Bin Han, Matthias Hieber
Consider the equations of Navier-Stokes in in the rotational setting, i.e. with Coriolis force. It is shown that this set of equations admits a unique, global mild solution…
Multi-Sensory HMI for Human-Centric Industrial Digital Twins: A 6G Vision of Future Industry
Bin Han, Hans D. Schotten
The next revolution of industry will turn the industries as well as the entire society into a human-centric shape. The human presence in industrial environment and the human partic…
A Semantic Model for Physical Layer Deception
Bin Han, Yao Zhu, Anke Schmeink +2
Physical layer deception (PLD) is a novel security mechanism that combines physical layer security (PLS) with deception technologies to actively defend against eavesdroppers. In th…
On the energy method for the global solutions to the three dimensional incompressible non-resistive MHD near equilibrium
Yuan Cai, Bin Han, Na Zhao
We prove the global existence of the smooth solutions near equilibrium to the Cauchy problem of the incompressible non-resistive magnetohydrodynamic equations in the whole three di…
LeafAI: query generator for clinical cohort discovery rivaling a human programmer
Nicholas J Dobbins, Bin Han, Weipeng Zhou +5
Objective: Identifying study-eligible patients within clinical databases is a critical step in clinical research. However, accurate query design typically requires extensive techni…
Users' Perception of Search Engine Biases and Satisfaction
Bin Han, Chirag Shah, Daniel Saelid
Search engines could consistently favor certain values over the others, which is considered as biased due to the built-in infrastructures. Many studies have been dedicated to detec…
Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology
Lucas Rosenblatt, Bin Han, Erin Posthumus +2
An invasive species of grass known as "buffelgrass" contributes to severe wildfires and biodiversity loss in the Southwest United States. We tackle the problem of predicting buffel…
How Should Network Slice Instances be Provided to Multiple Use Cases of a Single Vertical Industry?
Mohammad Asif Habibi, Bin Han, Faqir Zarrar Yousaf +1
There are a large number of vertical industries implementing multiple use cases, each use case characterized by diverging service, network, and connectivity requirements such as au…
In-Depth Analysis of Emotion Recognition through Knowledge-Based Large Language Models
Bin Han, Cleo Yau, Su Lei +1
Emotion recognition in social situations is a complex task that requires integrating information from both facial expressions and the situational context. While traditional approac…
Optimization of Forcemyography Sensor Placement for Arm Movement Recognition
Xiaohao Xu, Zihao Du, Huaxin Zhang +4
How to design an optimal wearable device for human movement recognition is vital to reliable and accurate human-machine collaboration. Previous works mainly fabricate wearable devi…
Hybrid Finite Difference Schemes for Elliptic Interface Problems with Discontinuous and High-Contrast Variable Coefficients
Qiwei Feng, Bin Han, Peter Minev
For elliptic interface problems with discontinuous coefficients, the maximum accuracy order for compact 9-point finite difference scheme in irregular points is three [7]. The disco…
Sharp one component regularity for Navier-Stokes
Bin Han, Zhen Lei, Dong Li +1
We consider the conditional regularity of mild solution to the incompressible Navier-Stokes equations in three dimensions. Let and . J…
Multivariate Quasi-tight Framelets with High Balancing Orders Derived from Any Compactly Supported Refinable Vector Functions
Bin Han, Ran Lu
Generalizing wavelets by adding desired redundancy and flexibility,framelets are of interest and importance in many applications such as image processing and numerical algorithms.…
Hardware-Free Event Cameras Temporal Synchronization Based on Event Density Alignment
Wenxuan Li, Yan Dong, Shaoqiang Qiu +1
Event cameras are a novel type of sensor designed for capturing the dynamic changes of a scene. Due to factors such as trigger and transmission delays, a time offset exists in the…
Engaged and Affective Virtual Agents: Their Impact on Social Presence, Trustworthiness, and Decision-Making in the Group Discussion
Hanseob Kim, Bin Han, Jieun Kim +3
This study investigates how different virtual agent (VA) behaviors influence subjects' perceptions and group decision-making. Participants carried out experimental group discussion…
Lightweight Node Selection in Hexagonal Grid Topology for TDoA-Based UAV Localization
Zexin Fang, Bin Han, Wenwen Chen +1
This paper investigates the optimization problem for TDoA-based UAV localization in low-altitude urban environments with hexagonal grid node deployment. We derive a lightweight opt…
Massive Twinning to Enhance Emergent Intelligence
Siyu Yuan, Bin Han, Dennis Krummacker +1
As a complement to conventional AI solutions, emergent intelligence (EI) exhibits competitiveness in 6G IIoT scenario for its various outstanding features including robustness, pro…
Resource Allocation in Mobile Networks: A Decision Model Of Jockeying in Queues
Anthony Kiggundu, Bin Han, Dennis Krummacker +1
Use-case-specific network slicing in decentralized multi-tenancy cloud environments is a promising approach to bridge the gap between the demand and supply of resources in next-gen…
Terahertz Communications and Sensing for 6G and Beyond: A Comprehensive Review
Wei Jiang, Qiuheng Zhou, Jiguang He +11
Next-generation cellular technologies, commonly referred to as the 6G, are envisioned to support a higher system capacity, better performance, and network sensing capabilities. The…
Edge-Assisted Congestion Control Mechanism for 5G Network Using Software-Defined Networking
Meysam Nasimi, Mohammad Asif Habibi, Bin Han +1
In order to cope with the explosive growth of data traffic which is associated with a wide plethora of emerging applications and services that are expected to be used by both ordin…
Compactly Supported Quasi-tight Multiframelets with High Balancing Orders and Compact Framelet Transforms
Bin Han, Ran Lu
Framelets (a.k.a. wavelet frames) are of interest in both theory and applications. Quite often, tight or dual framelets with high vanishing moments are constructed through the popu…
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results
Peiwen Jiang, Tianqi Wang, Bin Han +5
Orthogonal frequency division multiplexing (OFDM) has been widely applied in current communication systems. The artificial intelligence (AI)-aided OFDM receivers are currently brou…
Robustness Properties of Dimensionality Reduction with Gaussian Random Matrices
Bin Han, Zhiqiang Xu
In this paper we study the robustness properties of dimensionality reduction with Gaussian random matrices having arbitrarily erased rows. We first study the robustness property ag…
Vector Subdivision Schemes for Arbitrary Matrix Masks
Bin Han
Employing a matrix mask, a vector subdivision scheme is a fast iterative averaging algorithm to compute refinable vector functions for wavelet methods in numerical PDEs and to prod…
Impatient Queuing for Intelligent Task Offloading in Multi-Access Edge Computing
Bin Han, Vincenzo Sciancalepore, Yihua Xu +2
Multi-access edge computing (MEC) emerges as an essential part of the upcoming Fifth Generation (5G) and future beyond-5G mobile communication systems. It adds computational power…
Dirac Assisted Tree Method for 1D Heterogeneous Helmholtz Equations with Arbitrary Variable Wave Numbers
Bin Han, Michelle Michelle, Yau Shu Wong
In this paper we introduce a new method called the Dirac Assisted Tree (DAT) method, which can handle 1D heterogeneous Helmholtz equations with arbitrarily large variable wave numb…
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities
Jiaxing Qi, Chang Zeng, Zhongzhi Luan +6
Log-based anomaly detection (LogAD) is the main component of Artificial Intelligence for IT Operations (AIOps), which can detect anomalous that occur during the system on-the-fly.…
Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking
Bin Han, Bill Howe
We adapt image inpainting techniques to impute large, irregular missing regions in urban settings characterized by sparsity, variance in both space and time, and anomalous events.…
Can LLMs Truly Embody Human Personality? Analyzing AI and Human Behavior Alignment in Dispute Resolution
Deuksin Kwon, Kaleen Shrestha, Bin Han +5
Large language models (LLMs) are increasingly used to simulate human behavior in social settings such as legal mediation, negotiation, and dispute resolution. However, it remains u…