Publications (93)
OSM+: Billion-Level OpenStreetMap Dataset for City-wide Experiments
Guanjie Zheng, Ziyang Su, Yiheng Wang +6
ReVeal-MT: A Physics-Informed Neural Network for Multi-Transmitter Radio Environment Mapping
Mukaram Shahid, Kunal Das, Hadia Ushaq +7
Project and Generate: Divergence-Free Neural Operators for Incompressible Flows
Xigui Li, Hongwei Zhang, Ruoxi Jiang +6
Coupling effect and pole assignment in trajectory regulation of multi-agent systems
Jilie Zhang, Zhiyong Chen, Hongwei Zhang +1
A Multi-Scale Spatiotemporal Perspective of Connected and Automated Vehicles: Applications and Wireless Networking
Rajit Johri, Jayanthi Rao, Hai Yu +1
Developing Foundation Models for Universal Segmentation from 3D Whole-Body Positron Emission Tomography
Yichi Zhang, Le Xue, Wenbo Zhang +16
Reinforcement learning in pursuit-evasion differential game: safety, stability and robustness
Xinyang Wang, Hongwei Zhang, Jun Xu +2
Exploring Wireless Channels in Rural Areas: A Comprehensive Measurement Study
Tianyi Zhang, Guoying Zu, Taimoor Ul Islam +4
Disturbance rejection control barrier functions
Xinyang Wang, Wei Xiao, Hongwei Zhang
Backdoor Attack with Mode Mixture Latent Modification
Hongwei Zhang, Xiaoyin Xu, Dongsheng An +2
Extremely large magnetoresistance in a topological semimetal candidate pyrite PtBi2
Wenshuai Gao, Ningning Hao, Fa-Wei Zheng +12
Learning-Based Tracking Perimeter Control for Two-region Macroscopic Traffic Dynamics
Can Chen, Yunping Huang, Hongwei Zhang +4
A Maximal Concurrency and Low Latency Distributed Scheduling Protocol for Wireless Sensor Networks
Xiaohui Liu, Hongwei Zhang
ReVeal: A Physics-Informed Neural Network for High-Fidelity Radio Environment Mapping
Mukaram Shahid, Kunal Das, Hadia Ushaq +7
Linear hypothesis testing in high-dimensional heteroscedastics via random integration
Mingxiang Cao, Hongwei Zhang, Kai Xu +1
Stable magnetostructural coupling with tunable magnetoresponsive effects in hexagonal phase-transition ferromagnets
Enke Liu, Wenhong Wang, Lin Feng +8
Microwave heating as a universal method to transform confined molecules into armchair graphene nanoribbons
Haoyuan Zhang, Yingzhi Chen, Kunpeng Tang +12
Transport evidence for the three-dimensional Dirac semimetal phase in ZrTe5
Guolin Zheng, Jianwei Lu, Xiangde Zhu +10
Restricting Voltage Deviation of DC Microgrids with Critical and Ordinary Nodes: A Generalized Consensus Approach
Handong Bai, Peng Li, Hongwei Zhang
Physical Wireless Resource Virtualization for Software-Defined Whole-Stack Slicing
Matthias Sander-Frigau, Tianyi Zhang, Hongwei Zhang +2
How Collective Intelligence Emerges in a Crowd of People Through Learned Division of Labor: A Case Study
Dekun Wang, Hongwei Zhang
Large topological Hall effect in a geometrically frustrated kagome magnet Fe$_3$Sn$_2$
Hang Li, Bei Ding, Jie Chen +7
Large low-field positive magnetoresistance in nonmagnetic half-Heusler ScPtBi single crystal
Zhipeng Hou, Yue Wang, Enke Liu +3
Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
Yunze Tong, Mushui Liu, Canyu Zhao +7
ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibility Data
Yifeng Jiao, Yuchen Liu, Yu Zhang +9
Defending Adversarial Examples by Negative Correlation Ensemble
Wenjian Luo, Hongwei Zhang, Linghao Kong +2
AraRACH: Enhancing NextG Random Access Reliability in Programmable Wireless Living Labs
Joshua Ofori Boateng, Tianyi Zhang, Guoying Zu +6
Efficient Network Automatic Relevance Determination
Hongwei Zhang, Ziqi Ye, Xinyuan Wang +5
MARINE: Theoretical Optimization and Design for Multi-Agent Recursive IN-context Enhancement
Hongwei Zhang, Ji Lu, Yongsheng Du +5
UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence
Hongwei Zhang, Qiqiang Zhong, Jiangxia Cao +8
Co-Sight: Enhancing LLM-Based Agents via Conflict-Aware Meta-Verification and Trustworthy Reasoning with Structured Facts
Hongwei Zhang, Ji Lu, Shiqing Jiang +11
de Haas-van Alphen study on three-dimensional topological semimetal pyrite PtBi2
Wenshuai Gao, Xiangde Zhu, Hongwei Zhang +7
Design and Implementation of ARA Wireless Living Lab for Rural Broadband and Applications
Taimoor Ul Islam, Joshua Ofori Boateng, Md Nadim +31
Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty
Zehui Ling, Deshu Chen, Hongwei Zhang +3
Interference and Coverage Analysis of mmWave Inter-Vehicle Broadcast with Directional Antennas
Tianyi Zhang, Hongwei Zhang, Zhibo Meng
Unified Scheduling for Predictable Communication Reliability in Cellular Networks with D2D Links
Yuwei Xie, Hongwei Zhang, Pengfei Ren
CoKV: Optimizing KV Cache Allocation via Cooperative Game
Qiheng Sun, Hongwei Zhang, Haocheng Xia +3
Single Crystal Growth of the New Pressure-induced-superconductor CrAs via Chemical Vapor Transport
Xiangde Zhu, Langsheng Ling, Yuyan Han +6
ARA-O-RAN: End-to-End Programmable O-RAN Living Lab for Agriculture and Rural Communities
Tianyi Zhang, Joshua Ofori Boateng, Taimoor UI Islam +3
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods
Xianjie Gao, Xueguan Song, Maolin Shi +2
Field induced topological phase transition from a three-dimensional Weyl semimetal to a two-dimensional massive Dirac metal in ZrTe5
Guolin Zheng, Xiangde Zhu, Yequn Liu +10
Compensation effect and magnetostriction in CoCr2-xFexO4
Hongguo Zhang, Wenghong Wang, Enke Liu +4
PIT: A Dynamic Personalized Item Tokenizer for End-to-End Generative Recommendation
Huanjie Wang, Xinchen Luo, Honghui Bao +6
Cyber-Physical Interference Modeling for Predictable Reliability of Inter-Vehicle Communications
Chuan Li, Hongwei Zhang, Jayanthi Rao +2
PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography
Yichi Zhang, Wenbo Zhang, Zehui Ling +12
ELMV: an Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values
Lucas J. Liu, Hongwei Zhang, Jianzhong Di +1
A Mean-Variance Control Framework for Platoon Control Problems: Weak Convergence Results and Applications on Reduction of Complexity
Zhixin Yang, G. Yin, Le Yi Wang +1
Learning to Rank for Maps at Airbnb
Malay Haldar, Hongwei Zhang, Kedar Bellare +8
A Refined Non-asymptotic Tail Bound of Sub-Gaussian Matrix
Xianjie Gao, Hongwei Zhang
Grevo: A Unified Generative Recommendation Framework with Evolutionary Item Indexing
Huanjie Wang, Liwei Guan, Zekai Sun +2
StructComp: Substituting Propagation with Structural Compression in Training Graph Contrastive Learning
Shengzhong Zhang, Wenjie Yang, Xinyuan Cao +2
A Universal Method to Transform Aromatic Hydrocarbon Molecules into Confined Carbyne inside Single-Walled Carbon Nanotubes
Yingzhi Chen, Kunpeng Tang, Wendi Zhang +7
Large anomalous Hall angle in a topological semimetal candidate TbPtBi
Jie Chen, Hang Li, Bei Ding +3
Creation of Single Chain of Nanoscale Skyrmion Bubbles with Record-high Temperature Stability in a Geometrically Confined Nanostripe
Zhipeng Hou, Qiang Zhang, Guizhou Xu +11
Learning nonlinear dynamics in synchronization of knowledge-based leader-following networks
Shimin Wang, Xiangyu Meng, Hongwei Zhang +1
Google Landmark Retrieval 2021 Competition Third Place Solution
Qishen Ha, Bo Liu, Hongwei Zhang
Wireless Spectrum in Rural Farmlands: Status, Challenges and Opportunities
Mukaram Shahid, Kunal Das, Taimoor Ul Islam +11
AdaL: Adaptive Gradient Transformation Contributes to Convergences and Generalizations
Hongwei Zhang, Weidong Zou, Hongbo Zhao +4
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective
Hongwei Zhang, Tijin Yan, Zenjun Xie +2
Understanding Community Bias Amplification in Graph Representation Learning
Shengzhong Zhang, Wenjie Yang, Yimin Zhang +3
Thermal tuning of the carrier density in Dirac semimetal Cd3As2 nanoplates
Min Wu, Guolin Zheng, Zheng Chen +8
DaDaDa: A Dataset for Data Pricing in Data Marketplaces
Qiheng Sun, Hongwei Zhang, Junxu Liu +4
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data
Hongwei Zhang, Shuo Shao, Meixia Tao +2
DREAM: Dynamic Refinement of Early Assignment Mappings
Liwei Guan, Huanjie Wang, Hongwei Zhang +2
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models
Tijin Yan, Hongwei Zhang, Tong Zhou +2
Scheduling with Probabilistic Per-Packet Real-Time Guarantee for URLLC
Zhibo Meng, Hongwei Zhang, James Gross
Small-Deviation Inequalities for Sums of Random Matrices
Xianjie Gao, Chao Zhang, Hongwei Zhang
Safe Learning Control with Optimality and Stability Guarantees
Xinyang Wang, Hongwei Zhang, Shimin Wang +2
Scalable Analysis of Urban Scaling Laws: Leveraging Cloud Computing to Analyze 21,280 Global Cities
Zhenhui Li, Hongwei Zhang, Kan Wu
SNR-EQ-JSCC: Joint Source-Channel Coding with SNR-Based Embedding and Query
Hongwei Zhang, Meixia Tao
Intrinsic energy conversion mechanism via telescopic extension and retraction of concentric carbon nanotubes
Zhengrong Guo, Hongwei Zhang, Jianxin Li +3
Thickness-tuned transition of band topology in ZrTe5 nanosheets
Jianwei Lu, Guolin Zheng, Xiangde Zhu +9
Adaptive Cooperative Tracking and Parameter Estimation of an Uncertain Leader over General Directed Graphs
Shimin Wang, Hongwei Zhang, Zhiyong Chen
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection
Qi Ming, Zhiqiang Zhou, Lingjuan Miao +2
EviProp: Seeded Relevance Diffusion on Chunk-Page Graphs for Long Multimodal Document Retrieval
Hongwei Zhang, Xiaoman Wang, Zehui Ling +7
HetaRAG: Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores
Guohang Yan, Yue Zhang, Pinlong Cai +7
Prompt-based Multimodal Semantic Communication for Multi-spectral Image Segmentation
Haoshuo Zhang, Yufei Bo, Hongwei Zhang +1
Near-Optimal Mean-Variance Controls under Two-time-scale Formulations and Applications
Zhixin Yang, G. Yin, Le Yi Wang +1
Probing the Chiral Anomaly by Planar Hall Effect in Three-dimensional Dirac Semimetal Cd3As2 Nanoplates
Min Wu, Guolin Zheng, Weiwei Chu +9
Active Reconfigurable Intelligent Surface Aided Surveillance Scheme
Xinyue Hu, Yibo Yi, Kun Li +2
An Integrated AI-Enabled System Using One Class Twin Cross Learning (OCT-X) for Early Gastric Cancer Detection
Xian-Xian Liu, Yuanyuan Wei, Mingkun Xu +9
Leaderless Consensus of Heterogeneous Multiple Euler-Lagrange Systems with Unknown Disturbance
Shimin Wang, Hongwei Zhang, Simone Baldi +1
Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines
Wenhao Li, Hongkuan Zhang, Hongwei Zhang +5
IA-RAG: Interval-Algebra-Driven Temporal Reasoning for Dynamic Knowledge Retrieval
Xiaoman Wang, Yaoze Zhang, Wenzhuo Fan +7
Magnetostructural Transformation and Magnetoresponsive Properties of MnNiGe1-xSnx Alloys
Enke Liu, Yin Du, Jinglan Chen +3
Data-Based Optimal Control of Multi-Agent Systems: A Reinforcement Learning Design Approach
Jilie Zhang, Zhanshan Wang, Hongwei Zhang
Recognition of Fermi-arc states through the magnetoresistance quantum oscillations in Dirac semimetal Cd3As2 nanoplates
Guolin Zheng, Min Wu, Hongwei Zhang +9
AraSync: Precision Time Synchronization in Rural Wireless Living Lab
Md Nadim, Taimoor Ul Islam, Salil Reddy +8
Towards Deterministic Communications in 6G Networks: State of the Art, Open Challenges and the Way Forward
Gourav Prateek Sharma, Dhruvin Patel, Joachim Sachs +13
NextG-GPT: Leveraging GenAI for Advancing Wireless Networks and Communication Research
Ahmad M. Nazar, Mohamed Y. Selim, Daji Qiao +1
Secure Transmission Design for Virtual Antenna Array-aided Device-to-device Multicast Communications
Xinyue Hu, Yibo Yi, Kun Li +2
Stochastic Graph Recurrent Neural Network
Tijin Yan, Hongwei Zhang, Zirui Li +1
Strategic learning for disturbance rejection in multi-agent systems: Nash and Minmax in graphical games
Xinyang Wang, Martin Guay, Shimin Wang +1