Publications (48)
Mobile MIMO Channel Prediction with ODE-RNN: a Physics-Inspired Adaptive Approach
Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen +2
Large Language Model Enhanced Knowledge Representation Learning: A Survey
Xin Wang, Zirui Chen, Haofen Wang +3
The Number of Transits Per Epoch for Transiting Misaligned Circumbinary Planets
Zirui Chen, David Kipping
Semantic-decoupled Spatial Partition Guided Point-supervised Oriented Object Detection
Xinyuan Liu, Hang Xu, Zirui Chen +3
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction
Zirui Chen, Ziqing Xing, Zhaoyang Zhang +5
Multi-View Wireless Sensing via Conditional Generative Learning: Framework and Model Design
Ziqing Xing, Zhaoyang Zhang, Zirui Chen +3
Universal dimensions of visual representation
Zirui Chen, Michael F. Bonner
Every Maintenance Has Its Exemplar: The Future of Software Maintenance through Migration
Zirui Chen, Xing Hu, Xin Xia +1
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion
Wenbin Guo, Zhao Li, Xin Wang +4
Communication-Computation Pipeline Parallel Split Learning over Wireless Edge Networks
Chenyu Liu, Zhaoyang Zhang, Zirui Chen +1
Exploiting Library Vulnerability via Migration Based Automating Test Generation
Zirui Chen, Xing Hu, Xin Xia +4
From Data-driven Learning to Physics-inspired Inferring: A Novel Mobile MIMO Channel Prediction Scheme Based on Neural ODE
Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen +3
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi +132
From Clumps to Sheets: Geometry Controls the Temperature PDF of Multi-Phase Gas
Zirui Chen, S. Peng Oh
Guiding Vector Field Generation via Score-based Diffusion Model
Zirui Chen, Shiliang Guo, Shiyu Zhao
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
Wenbin Guo, Xin Wang, Jiaoyan Chen +2
Assessing the Cross-Version Applicability of Java Library Vulnerability Exploits
Zirui Chen, Qi Zhan, Jiayuan Zhou +3
Non-singular Cooperative Guiding Vector Field Under a Homotopy Equivalence Transformation
Zirui Chen, Zongyu Zuo
Physical Origins of Outflowing Cold Clouds in Local Star-forming Dwarf Galaxies
Zixuan Peng, Crystal L. Martin, Zirui Chen +10
A Frequency-Domain Path-Following Method for Discrete Data-Based Paths
Zirui Chen, Zongyu Zuo
Agentic AI-RAN Empowering Synergetic Sensing, Communication, Computing, and Control
Lingxiao Sun, Zhaoyang Zhang, Zihan Lin +4
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
Junjie Zhang, Zhimin Zong, Lin Gu +8
TouchWorld: A Predictive and Reactive Tactile Foundation Model for Dexterous Manipulation
Jianyi Zhou, Feiyang Hong, Yunhao Li +9
Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability
Zirui Chen, Xing Hu, Puhua Sun +2
Descent-Net: Learning Descent Directions for Constrained Optimization
Zisheng Zhou, Dengyu Zheng, Zirui Chen +1
Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization
Zirui Chen, Zhaoyang Zhang, Ziqing Xing +6
Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair
Zirui Chen, Zhipeng Xue, Jiayuan Zhou +3
Geometry-Aided Channel Deduction: A Robust Channel Acquisition Framework Utilizing Coarse Scenario Prompt
Hongning Ruan, Zhaoyang Zhang, Zirui Chen +2
The Survival and Entrainment of Molecules and Dust in Galactic Winds
Zirui Chen, S. Peng Oh
An Edge-Cloud Collaboration Framework for Generative AI Service Provision with Synergetic Big Cloud Model and Small Edge Models
Yuqing Tian, Zhaoyang Zhang, Yuzhi Yang +5
Recent Surge in Public Interest in Transportation: Sentiment Analysis of Baidu Apollo Go Using Weibo Data
Shiqi Wang, Zhouye Zhao, Yuhang Xie +6
Implicit Action Chunking for Smooth Continuous Control
Bosun Liang, Shuo Pei, Zirui Chen +5
ReaLM: Residual Quantization Bridging Knowledge Graph Embeddings and Large Language Models
Wenbin Guo, Xin Wang, Jiaoyan Chen +3
Big AI Models for 6G Wireless Networks: Opportunities, Challenges, and Research Directions
Zirui Chen, Zhaoyang Zhang, Zhaohui Yang
KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models
Zirui Chen, Xin Wang, Zhao Li +2
ACPSL: Adaptive Communication-Computation Pipeline Parallel Split Learning over Edge Networks
Chenyu Liu, Zhaoyang Zhang, Zirui Chen +3
ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis
Xinwei Mao, Zirui Chen, Xing Hu +1
The Anatomy of a Turbulent Radiative Mixing Layer: Insights from an Analytic Model with Turbulent Conduction and Viscosity
Zirui Chen, Drummond B. Fielding, Greg L. Bryan
Modeling Emission-Line Surface Brightness in a Multiphase Galactic Wind: An O VI Case Study
Zirui Chen, Zixuan Peng, Kate H. R. Rubin +6
Channel Deduction: A New Learning Framework to Acquire Channel from Outdated Samples and Coarse Estimate
Zirui Chen, Zhaoyang Zhang, Zhaohui Yang +2
Synergizing Global Pattern Learning and Time Order Characterization in Mobile Channel Prediction: An RWKV-Based Approach
Zili Wang, Zirui Chen, Ridong Li +2
Vulnerability-Triggering Test Case Generation from Third-Party Libraries
Yi Gao, Xing Hu, Zirui Chen +1
Clumps in a Cocoon: Geometry and Mixing Set the Universal X-ray to H Surface Brightness Ratio
Zirui Chen, S. Peng Oh, Drummond B. Fielding +3
Channel Mapping Based on Interleaved Learning with Complex-Domain MLP-Mixer
Zirui Chen, Zhaoyang Zhang, Zhaohui Yang +1
Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model
Zirui Chen, Zhaoyang Zhang, Chenyu Liu +1
Diffploit: Facilitating Cross-Version Exploit Migration for Open Source Library Vulnerabilities
Zirui Chen, Zhipeng Xue, Jiayuan Zhou +3
A Dual-Bearing Magnetorheological Grease Clutch with Intention-Based Demagnetization for Wearable Haptic Feedback
Zhongyuan Kong, Lei Li, Erwin Ang Tien Yew +5
VBIM-Net: Variational Born Iterative Network for Inverse Scattering Problems
Ziqing Xing, Zhaoyang Zhang, Zirui Chen +3