PX
Peng Xie
cs.SYeess.SYcs.LGcs.ROcs.AIcs.CLcs.CVstat.ML
On Valency
published · living versionsW_de9nmmuq·v1 · currentpublished
Judged in Company: In-Context Batching Makes LLM Verdicts Depend on Other Items
with Amr Alanwar
1 version
Preprints & journals
16 papers in the corpus · 2026Where Should Language Sit in a Multimodal Model? Lessons from What Language Does to Human Perception and Cognition2609.07474v3 · Peng Xie, Amr Alanwar2026 · 0 citationsarXiv
Sampling-based Certified Planning with Graphs of Convex Sets2608.29770v1 · Peng Xie, Amr Alanwar2026 · 0 citationsarXiv
Margin-Drop Coordinates for Cross-Budget Robustness Evaluation2609.26081v1 · Yanliang Huang, Zhen Zhang, Peng Xie et al.2026 · 0 citationsarXiv
CompCPZ: Preserving Multi-Modal Intent in Language-Guided Robot Manipulation2608.17717v1 · Zhen Zhang, Ahmad Hafez, Peng Xie et al.2026 · 0 citationsarXiv
Certified Mechanistic Interpretability: Lifting Single-Input Findings to Bounded Neighbourhoods2609.26112v1 · Zhen Zhang, Yanliang Huang, Peng Xie et al.2026 · 0 citationsarXiv
Certifying Plans under Model Mismatch: A Trilemma for Reachability from Scarce Data2608.02453v1 · Yanliang Huang, Zhen Zhang, Ahmad Hafez et al.2026 · 0 citationsarXiv
The Intruder Threshold: A Spectral Law for LoRA Fine-Tuning2607.23711v2 · Peng Xie, Amr Alanwar2026 · 0 citationsarXiv
Depth-Entropy Guided Sampling for Training-Free LLM Reasoning2607.09693v1 · Zibin Meng, Peng Xie, Kani Chen2026 · 0 citationsarXiv
From Points to Sets: Set-Based Safety Verification in the Latent Space2604.05799v1 · Wenyuan Wu, Peng Xie, Zhen Zhang et al.2026 · 0 citationsarXiv
Data-Driven Reachability Analysis with Optimal Input Design2604.04758v1 · Peng Xie, Davide M. Raimondo, Rolf Findeisen et al.2026 · 0 citationsarXiv
Bridging Data-Driven Reachability Analysis and Statistical Estimation via Constrained Matrix Convex Generators2604.04822v1 · Peng Xie, Zhen Zhang, Rolf Findeisen et al.2026 · 0 citationsarXiv
Transformer-Accelerated Interpolated Data-Driven Reachability Analysis from Noisy Data2604.02157v1 · Zhen Zhang, Ahmad Hafez, Peng Xie et al.2026 · 0 citationsarXiv
Transformer-Enhanced Data-Driven Output Reachability with Conformal Coverage Guarantees2604.02173v1 · Zhen Zhang, Peng Xie, Wenyuan Wu et al.2026 · 0 citationsarXiv
Data-Driven Reachability Analysis via Diffusion Models with PAC Guarantees2604.00283v1 · Yanliang Huang, Peng Xie, Wenyuan Wu et al.2026 · 0 citationsarXiv
Certified Set Convergence for Piecewise Affine Systems via Neural Lyapunov Functions2604.00286v1 · Yanliang Huang, Peng Xie, Zhen Zhang et al.2026 · 0 citationsarXiv
Conformalized Data-Driven Reachability Analysis with PAC Guarantees2603.12220v2 · Yanliang Huang, Zhen Zhang, Peng Xie et al.2026 · 0 citationsarXiv
Career total: 16 works. 16 are in this corpus.
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