Type-II superconductivity in W5Si3-type Nb5Sn2Al

Jifeng Wu, Bin Liu, Yanwei Cui +4

Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents

Xing Zhang, Guanghui Wang, Yanwei Cui +4

The paper introduces a framework that co‑evolves evaluation metrics and the skills of LLM agents using an evolutionary loop guided by anchored reference sets, enabling transparent…

All-Electrical Self-Switching of van der Waals Chiral Antiferromagnet

Junlin Xiong, Jiawei Jiang, Yanwei Cui +13

Prompt Optimization Is a Coin Flip: Diagnosing When It Helps in Compound AI Systems

Xing Zhang, Guanghui Wang, Yanwei Cui +4

Superconductivity in hexagonal Nb-Mo-Ru-Rh-Pd high-entropy alloys

Bin Liu, Jifeng Wu, Yanwei Cui +5

Metal-insulator-like transition, superconducting dome and topological electronic structure in Ga-doped Re$_{3}$Ge$_{7}$

Yanwei Cui, Siqi Wu, Qinqing Zhu +5

Understand customer reviews with less data and in short time: pretrained language representation and active learning

Yanwei Cui, Xavier Illy

A Subpath Kernel for Learning Hierarchical Image Representations

Yanwei Cui, Laetitia Chapel, Sébastien Lefèvre

Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution

Xing Zhang, Yanwei Cui, Guanghui Wang +7

Dimensionality-Driven Anomalous Metallic State with Zero-field Nonreciprocal Transport in Layered Ising Superconductors

Yanwei Cui, Zenglin Liu, Qin Liu +10

Closing the Feedback Loop: From Experience Extraction to Insight Governance in Verbal Reinforcement Learning

Yanwei Cui, Xing Zhang, Yulong Zhang +4

Modelling customer online behaviours with neural networks: applications to conversion prediction and advertising retargeting

Yanwei Cui, Rogatien Tobossi, Olivia Vigouroux

Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents

Xing Zhang, Guanghui Wang, Yanwei Cui +4

Doping-induced superconductivity in the topological semimetal Mo5Si3

Jifeng Wu, Chenqiang Hua, Bin Liu +7

Hindsight Preference Optimization for Financial Time Series Advisory

Yanwei Cui, Guanghui Wang, Xing Zhang +7

Superconductivity in ThMo2Si2C with Mo2C Square Net

Zichen Liu, Baizhuo Li, Yusen Xiao +16

Superconducting phase diagram and nontrivial band topology of structurally modulated Sn$_{1-x}$Sb$_{x}$

Bin Liu, Chengcheng Xiao, Qinqing Zhu +7

Ratchet: A Minimal Hygiene Recipe for Self-Evolving LLM Agents

Xing Zhang, Yanwei Cui, Guanghui Wang +4

Enhancement of superconductivity on the verge of a structural instability in isovalently doped $β$-ThRh$_{1-x}$Ir$_{x}$Ge

Guorui Xiao, Qinqing Zhu, Yanwei Cui +5

Guardrails Beat Guidance: A Large-Scale Study of Rules, Skills, and Persistent Configuration for Coding Agents

Xing Zhang, Guanghui Wang, Yanwei Cui +4

Enhancement of the upper critical field in the cubic Laves-phase superconductor HfV$_{2}$ by Nb doping

Jifeng Wu, Bin Liu, Yanwei Cui +7

Combining multiscale features for classification of hyperspectral images: a sequence based kernel approach

Yanwei Cui, Laetitia Chapel, Sébastien Lefèvre

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries

Xing Zhang, Yanwei Cui, Guanghui Wang +4

Combining multiple resolutions into hierarchical representations for kernel-based image classification

Yanwei Cui, Sébastien Lefevre, Laetitia Chapel +1

Supercondutivity in SnSb with natural superlattice structure

Bin Liu, Jifeng Wu, Yanwei Cui +5

Polymorphism and superconductivity in the V-Nb-Mo-Al-Ga high-entropy alloys

Jifeng Wu, Bin Liu, Yanwei Cui +6

Skin-inspired in-sensor encoding of strain vector using tunable quantum geometry

Zenglin Liu, Jingwen Shi, Jin Cao +15

The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents

Xing Zhang, Yanwei Cui, Guanghui Wang +4

The Alignment Floor: How Persona Customization Breaks Safety in Weakly-Aligned LLMs

Xing Zhang, Guanghui Wang, Yanwei Cui +4