4 papers
Resolving Spectral Gaps of the Frustrated Spin-1/2 - Chain via Dual Spin-Sector Variational Quantum Eigensolver
Sk Saniur Rahaman
Finding excited states and resolving spectral gaps in frustrated quantum spin systems using Variational Quantum Eigensolvers is complicated by state-ordering inversions. In the fru…
PAIQ: Patch-Aligned Semantic Injection via Residual Rotation
Pinze Ren, Yuwei Zhang, Hao Chen +3
Language-aligned and self-supervised visual encoders offer complementary strengths in semantic abstraction and spatial detail. Harnessing this complementarity requires enriching lo…
Self-Evolving Skills via Surrogate-Guided Solve-and-Reproduce
Jiale Liu, Pinze Ren, Yuqi Xia +3
Agent skills are portable packages of instructions and resources an agent consults at deployment. Self-evolving them fails in two ways today. First, skills evolved from scratch und…
Chem World: A Large-Scale Benchmark and Physics-Informed Framework for Trustworthy Chemical Property Prediction
Tianyou Bai, Huan Wang, Mingchen Gao +4
Chemical property prediction plays a critical role in accelerating scientific discovery in chemistry, materials science, and drug development. However, existing benchmarks often su…