Publications (24)
Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics
Ping Lu, Yanyan Zhang, Jianxiong Chen +2
Ferromagnetic transition in a chiral spin chain
Yuan Xiao, Rimika Jaiswal, Oleg A. Starykh +1
Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets
Yuan Xiao, Jiaming Wang, Yuchen Chen +8
Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone
Yuan Xiao, Yuchen Chen, Shiqing Ma +6
Emergent Vortex Ordering in a Multiflavor Pyrochlore-Lattice Compound GeCo$_2$O$_4$
Jiajun Mo, Otkur Omar, Shuangkui Guang +12
Preparation and Characterization of High-Entropy Alloy (TaNb)$_{1-x}$(ZrHfTi)$_x$ Superconducting Films
Xiaofu Zhang, Natascha Winter, Catherine Witteveen +5
Unsupervised Learning Framework of Interest Point Via Properties Optimization
Pei Yan, Yihua Tan, Yuan Xiao +2
Eliminating Backdoors in Neural Code Models for Secure Code Understanding
Weisong Sun, Yuchen Chen, Chunrong Fang +7
CooTest: An Automated Testing Approach for V2X Communication Systems
An Guo, Xinyu Gao, Zhenyu Chen +5
Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation
Yuchen Chen, Wei Cheng, Yuan Xiao +7
Pitfalls in gpr data interpretation: false reflectors detected in lunar radar cross sections by Chang'e-3
Chunlai Li, Shuguo Xing, Sebastian E. Lauro +9
In situ micropillar compression of an anisotropic metal-organic framework single crystal
Zhixin Zeng, Yuan Xiao, Jeffrey M. Wheeler +1
Partly Supervised Multitask Learning
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang +5
DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design
Yuchen Chen, Yuan Xiao, Chunrong Fang +2
Towards General Robustness Verification of MaxPool-based Convolutional Neural Networks via Tightening Linear Approximation
Yuan Xiao, Shiqing Ma, Juan Zhai +3
ThinkBLOX: 3D Indoor Scene Generation with Progressive Reasoning
Yuan Xiao, Can Wang, Xiangyu Kong +1
ThinkBLOX is a vision‑language model framework that generates and refines 3D indoor scenes step‑by‑step, using chain‑of‑thought reasoning and a tiered reinforcement learning scheme…
SgxPectre Attacks: Stealing Intel Secrets from SGX Enclaves via Speculative Execution
Guoxing Chen, Sanchuan Chen, Yuan Xiao +3
Enhancing and Reporting Robustness Boundary of Neural Code Models for Intelligent Code Understanding
Tingxu Han, Wei Song, Weisong Sun +6
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction
Yuan Xiao, Yuchen Chen, Shiqing Ma +7
Securing Code Understanding: Detecting Natural Backdoor Vulnerability in Code Language Models
Yuchen Chen, Weisong Sun, Haocheng Huang +11
PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models
Haocheng Huang, Yuchen Chen, Weisong Sun +5
Stacco: Differentially Analyzing Side-Channel Traces for Detecting SSL/TLS Vulnerabilities in Secure Enclaves
Yuan Xiao, Mengyuan Li, Sanchuan Chen +1
Dual Inversion for Text-to-Image Diffusion Models: From Both Prompt and Noise Perspectives
Xiaolong Liu, Junjian Li, Yuan Xiao +4
The paper introduces Dualin, a two‑stage method that simultaneously recovers a human‑readable text prompt and the latent noise of a target image to improve prompt inversion for tex…
SPEECHMINER: A Framework for Investigating and Measuring Speculative Execution Vulnerabilities
Yuan Xiao, Yinqian Zhang, Radu Teodorescu