YL
Youzhi Luo
cs.LGcs.AIphysics.chem-phcond-mat.mtrl-sciCOVID-19 Drug Treatmentcs.CLcs.CVcs.MAmath.OCphysics.comp-ph
On Valency
published · living versionsW_gwzed6yy·v1 · currentpublished
Steering Black-Box Large Language Model Agents with Pitfall Anticipation World Model
with Jiongxiao Wang, Han Ding, Yawei Wang, Yun Zhou +2
1 version
Preprints & journals
21 papers in the corpus · 2020–2026Steering Black-Box Large Language Model Agents with Pitfall Anticipation World Model2610.29139v1 · Jiongxiao Wang, Han Ding, Youzhi Luo et al.2026 · 0 citationsarXivon Valency
Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning2610.12593v1 · Wei Yang, Qing Ping, Youzhi Luo et al.2026 · 0 citationsarXiv
From Self-Distillation to Self-Practice: Privileged Information for Multi-Turn Agents2609.29051v2 · Xingyu Su, Abhishek Kumar, Qing Ping et al.2026 · 0 citationsarXiv
PRISM: A Unified Framework for Post-Training LLMs Without Verifiable Rewards2601.04700v2 · Mukesh Ghimire, Aosong Feng, Liwen You et al.2026 · 0 citationsarXiv
Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation2412.15086v1 · Haoran Liu, Youzhi Luo, Tianxiao Li et al.2024 · 0 citationsarXiv
Geometry Informed Tokenization of Molecules for Language Model Generation2408.10120v1 · Xiner Li, Limei Wang, Youzhi Luo et al.2024 · 1 citationarXiv
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems2307.08423v6 · Xuan Zhang, Limei Wang, Jacob Helwig et al.2023 · 74 citationsFoundations and Trends in Machine Learning: Vol. 18: No. 4, pp 385-912 (2025)
Towards Symmetry-Aware Generation of Periodic Materials2307.02707v2 · Youzhi Luo, Chengkai Liu, Shuiwang Ji2023 · 6 citationsarXiv
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules2306.09549v4 · Haiyang Yu, Meng Liu, Youzhi Luo et al.2023 · 4 citationsarXiv
Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization2306.08076v2 · Xiner Li, Shurui Gui, Youzhi Luo et al.2023 · 3 citationsarXiv
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction2306.10045v9 · Yuchao Lin, Keqiang Yan, Youzhi Luo et al.2023 · 11 citationsarXiv
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization2306.01103v3 · Shurui Gui, Meng Liu, Xiner Li et al.2023 · 24 citationsarXiv
3D Molecular Geometry Analysis with 2D Graphs2305.13315v1 · Zhao Xu, Yaochen Xie, Youzhi Luo et al.2023 · 3 citationsarXiv
Advanced graph and sequence neural networks for molecular property prediction and drug discovery.35179547 · Wang, Zhengyang, Liu, Meng, Luo, Youzhi et al.2022 · 123 citationsBioinformatics (Oxford, England). 2022;38(9):2579-2586
Generating 3D Molecules for Target Protein Binding2204.09410v2 · Meng Liu, Youzhi Luo, Kanji Uchino et al.2022 · 40 citationsarXiv
Automated Data Augmentations for Graph Classification2202.13248v4 · Youzhi Luo, Michael McThrow, Wing Yee Au et al.2022 · 9 citationsarXiv
Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs2110.01717v1 · Zhao Xu, Youzhi Luo, Xuan Zhang et al.2021 · 6 citationsarXiv
Fast Quantum Property Prediction via Deeper 2D and 3D Graph Networks2106.08551v1 · Meng Liu, Cong Fu, Xuan Zhang et al.2021 · 5 citationsarXiv
Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence2104.08736v5 · Qi Qi, Youzhi Luo, Zhao Xu et al.2021 · 30 citationsarXiv
DIG: A Turnkey Library for Diving into Graph Deep Learning Research2103.12608v3 · Meng Liu, Youzhi Luo, Limei Wang et al.2021 · 59 citationsarXiv
GraphDF: A Discrete Flow Model for Molecular Graph Generation2102.01189v2 · Youzhi Luo, Keqiang Yan, Shuiwang Ji2021 · 60 citationsarXiv
Career total: 28 works. 21 are in this corpus.
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