Articles by Xi Zheng

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Xi Zheng

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RF-LSCM: Pushing Radiance Fields to Multi-Domain Localized Statistical Channel Modeling for Cellular Network Optimization

17 September 2025 by Bingsheng Peng and others

Machine Learning

Neural Field-Based 3D Surface Reconstruction of Microstructures from Multi-Detector Signals in Scanning Electron Microscopy

5 August 2025 by Shuo Chen and others

Image and Video Processing, Instrumentation and Detectors

Generating Adversarial Point Clouds Using Diffusion Model

25 July 2025 by Ruiyang Zhao and others

Cryptography and Security, Artificial Intelligence

Regression Testing Optimization for ROS-based Autonomous Systems: A Comprehensive Review of Techniques

19 June 2025 by Yupeng Jiang and others

Software Engineering

A Step-by-Step Guide to Creating a Robust Autonomous Drone Testing Pipeline

13 June 2025 by Yupeng Jiang and others at

Australian Astronomical Observatory

Software Engineering, Robotics

NeuroStrata: Harnessing Neurosymbolic Paradigms for Improved Design, Testability, and Verifiability of Autonomous CPS

1 June 2025 by Xi Zheng and others at

Australian Astronomical Observatory

Software Engineering, Artificial Intelligence

Towards Robust Autonomous Landing Systems: Iterative Solutions and Key Lessons Learned

21 May 2025 by Sebastian Schroder and others

Robotics

TARGET: Automated Scenario Generation from Traffic Rules for Testing Autonomous Vehicles via Validated LLM-Guided Knowledge Extraction

15 May 2025 by Yao Deng and others at

Macquarie University

Software Engineering

Distributed Retrieval-Augmented Generation

1 May 2025 by Chenhao Xu and others

Distributed, Parallel, and Cluster Computing

Unlocking User-oriented Pages: Intention-driven Black-box Scanner for Real-world Web Applications

30 April 2025 by Weizhe Wang and others

Cryptography and Security, Software Engineering

Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community

28 April 2025 by Jiazhao Yu and others

Software Engineering

Customizing Emotional Support: How Do Individuals Construct and Interact With LLM-Powered Chatbots

18 April 2025 by Xi Zheng and others

Human-Computer Interaction

LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning

26 February 2025 by Jianchao Lu and others

Machine Learning

LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning

25 February 2025 by Jianchao Lu and others

Human-Computer Interaction

From Accidents to Insights: Leveraging Multimodal Data for Scenario-Driven ADS Testing

4 February 2025 by Siwei Luo and others

Software Engineering

MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems

24 January 2025 by Linfeng Liang and Xi Zheng at

Australian Astronomical Observatory

Software Engineering, Robotics

GARL: Genetic Algorithm-Augmented Reinforcement Learning to Detect Violations in Marker-Based Autonomous Landing Systems

26 November 2024 by Linfeng Liang and others

Software Engineering

Towards Data Valuation via Asymmetric Data Shapley

20 November 2024 by Xi Zheng and others

Computer Science and Game Theory, Machine Learning

Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach

24 August 2024 by Jiwei Guan and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Promoting Data and Model Privacy in Federated Learning through Quantized LoRA

16 June 2024 by Jianhao Zhu and others

Machine Learning, Computation and Language

VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models

14 June 2024 by Chenyu Zhou and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Unlocking Li2CO3-Li2SO4 as Cathodes for Li-ion Batteries

6 June 2024 by Mingliang Yu and others at

Oregon State University

Materials Science, Energy

DSHGT: Dual-Supervisors Heterogeneous Graph Transformer -- A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities

6 June 2024 by Tiehua Zhang and others at

Australian Astronomical Observatory

Software Engineering, Machine Learning

Huygens-Fresnel Model Based Position-Aided Phase Configuration for 1-Bit RIS Assisted Wireless Communication

5 June 2024 by Xiao Zheng and others

Information Theory, Signal Processing

Transdifferentiation of fibroblasts into muscle cells to constitute cultured meat with tunable intramuscular fat deposition

21 May 2024 by Tiantian Ma and others at

Huazhong Agricultural University

Cell Biology

Oxytocin, but not vasopressin, decreases willingness to harm others by promoting moral emotions of guilt and shame

20 May 2024 by Xi Zheng and others at

Chinese Academy of Sciences

Neuroscience

Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach

16 May 2024 by Xi Zheng and others at

University of Texas at Austin

Software Engineering, Artificial Intelligence

A novel measurement of the neutron magnetic form factor from A=3 mirror nuclei

15 May 2024 by S. Santiesteban and others

Nuclear Experiment

Esm-1 mediates transcriptional polarization associated with diabetic kidney disease

11 April 2024 by A. Gaudet and others

Cell Biology

The nature of compact radio-loud AGN: a systematic look at the LOFAR AGN population

29 February 2024 by Jones Chilufya and others at

Chinese Academy of Sciences

Astrophysics of Galaxies

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