ZW
Zhilong Wang
cs.CRBiosensing Techniquesmachine learningcs.AINeural Networks, Computerdeep learningProteinscs.LGgut microbiotamutation
On Valency
published · living versionsW_t69mh7dx·v1 · currentpublished
Machine learning enabled design of sustainable alloys considering real world constraints
with Quan Li, Lei Shi, Baojing Feng, Changhui Liu +8
1 version
Preprints & journals
78 papers in the corpus · 2001–2026Pseudotime uncovers restructuring dynamics and mitigators of metal catalyst deactivation.42748227 · Yuan, Wenhao, Wang, Zhilong, You, Fengqi2026 · 0 citationsScience advances. 2026;12(38):eaej0852
Segment-Specific Gut Microbiome and Bile Acid Profiles in Grazing and Stall-Fed Yaks.42795541 · Li, Qiuyue, Wang, Jiaming, Wang, Zhilong et al.2026 · 0 citationsMicroorganisms. 2026;14(9)
Decoding the chemical space of fast-ion conductors via a descriptor-guided transfer learning framework.42566542 · Wang, Zhilong, You, Fengqi2026 · 0 citationsScience advances. 2026;12(32):eaee4959
Fecal Microbiota Transplantation Improves Biota and Hepatic Metabolism, Promoting Growth in SD Rats Under Hypobaric Hypoxia Exposure.42354994 · Bao, Shuting, Xu, Shengchun, Wang, Zhilong et al.2026 · 0 citationsMicroorganisms. 2026;14(6)
Manipulating electrolyte solvation structures to build high-voltage concentration batteries for efficient energy storage.42248905 · Hou, Wentao, Wang, Zhilong, Chang, Songyang et al.2026 · 1 citationNature communications. 2026;17(1)
A dynamic routing-guided interpretable framework for salt-solvent chemistry.41714448 · Wang, Zhilong, You, Fengqi2026 · 8 citationsNature computational science. 2026;6(3):271-284
Machine learning pipelines for the design of solid-state electrolytes.41358912 · Jain, Vinamr, Wang, Zhilong, You, Fengqi2026 · 32 citationsMaterials horizons. 2026;13(1):15-44
Toward AI ecosystems for electrolyte and interface engineering in solid-state batteries.41296852 · Wang, Zhilong, Zeier, Wolfgang G, You, Fengqi2025 · 24 citationsScience advances. 2025;11(48):eaea0638
Light Metabolically Reprograms CD8+ T Cells to Potentiate STING-Driven Tumor Eradication and Prevent Metastasis.41126739 · Banstola, Asmita, Gao, Shilin, Zhang, Zhengkung et al.2026 · 4 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(1):e15121
Decoding single-crystal lithium growth through solid electrolyte interphase omics.41125574 · Lu, Gongxun, Han, Zhiyuan, Shi, Lei et al.2025 · 25 citationsNature communications. 2025;16(1):9323
PSCG-Net: A Multiscale Crystal Graph Neural Network for Accelerated Materials Discovery.41022709 · Chen, Guangyao, Wang, Zhilong, You, Fengqi2025 · 2 citationsJournal of chemical information and modeling. 2025;65(20):10871-10884
To Protect the LLM Agent Against the Prompt Injection Attack with Polymorphic Prompt2506.05739v1 · Zhilong Wang, Neha Nagaraja, Lan Zhang et al.2025 · 13 citationsarXiv
CRISPR/Cas Multiplexed Biosensing: Advances, Challenges, and Perspectives.40424009 · Wei, Luyu, Wang, Zhilong, She, Yuanbin et al.2025 · 57 citationsAnalytical chemistry. 2025;97(23):11943-11958
Gut Microbiota and Lipid Metabolism in Bullfrog Tadpoles: A Comparative Study Across Nutritional Stages.40431304 · Wang, Zhilong, Liu, Pengxiang, Xie, Jun et al.2025 · 2 citationsMicroorganisms. 2025;13(5)
Empowering Generalist Material Intelligence with Large Language Models.40351042 · Yuan, Wenhao, Chen, Guangyao, Wang, Zhilong et al.2025 · 31 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(32):e2502771
Nanozyme-based biosensors for food contaminants detection: advances, challenges, and prospects.40354713 · Wang, Zhilong, Liu, Na, Fan, Yingying et al.2025 · 22 citationsTalanta. 2025;295:128290
Wearable Photonic Device for Multiple Biomarker Sampling and Detection without Blood Draws.40326959 · Lin, Zuan-Tao, Jana, Biswabandhu, Korupolu, Sandeep et al.2025 · 9 citationsAdvanced materials (Deerfield Beach, Fla.). 2025;37(27):e2416240
Enhanced gut damage and microbial imbalance in bullfrog tadpoles (Lithobates catesbeiana) exposed to polystyrene microplastics under high-temperature conditions.40318781 · Wang, Zhilong, Xie, Jun, Wang, Guangjun et al.2025 · 14 citationsEnvironmental pollution (Barking, Essex : 1987). 2025;375:126339
Leveraging generative models with periodicity-aware, invertible and invariant representations for crystalline materials design.40346195 · Wang, Zhilong, You, Fengqi2025 · 21 citationsNature computational science. 2025;5(5):365-376
iPlexD2Go Integrates AI-Guided Biomarker Panel Discovery with Decentralized Multiplex Diagnostics10.1101/2025.01.24.25321103v3 · Lin, Z.-T., Tang, C., Kong, Y. et al.2025 · 0 citationsmedRxiv
Interpretable Surrogate Learning for Electronic Material Generation.39485345 · Wang, Zhilong, Liu, Sixian, Tao, Kehao et al.2024 · 11 citationsACS nano. 2024;18(49):33587-33601
Machine learning-based design of electrocatalytic materials towards high-energy lithium||sulfur batteries development.39505845 · Han, Zhiyuan, Chen, An, Li, Zejian et al.2024 · 103 citationsNature communications. 2024;15(1):8433
Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles2408.11182v2 · Zhilong Wang, Haizhou Wang, Nanqing Luo et al.2024 · 0 citationsarXiv
High-Entropy Alloy Electrocatalysts Bidirectionally Promote Lithium Polysulfide Conversions for Long-Cycle-Life Lithium-Sulfur Batteries.38808620 · Han, Fengfeng, Wang, Zhilong, Jin, Qi et al.2024 · 96 citationsACS nano. 2024;18(23):15167-15176
Anode-Free Aqueous Aluminum Ion Batteries.38766971 · Lu, Cheng, Zhao, Fangfang, Tao, Bowen et al.2024 · 19 citationsSmall (Weinheim an der Bergstrasse, Germany). 2024;20(38):e2402025
Hidden You Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Logic Chain Injection2404.04849v2 · Zhilong Wang, Yebo Cao, Peng Liu2024 · 0 citationsarXiv
A hybrid LLM workflow can help identify user privilege related variables in programs of any size2403.15723v2 · Haizhou Wang, Zhilong Wang, Peng Liu2024 · 0 citationsarXiv
Knowledge-Reuse Transfer Learning Methods in Molecular and Material Science2403.12982v1 · An Chen, Zhilong Wang, Karl Luigi Loza Vidaurre et al.2024 · 2 citationsarXiv
MatGPT: A Vane of Materials Informatics from Past, Present, to Future.37813548 · Wang, Zhilong, Chen, An, Tao, Kehao et al.2024 · 74 citationsAdvanced materials (Deerfield Beach, Fla.). 2024;36(6):e2306733
RotNet: A Rotationally Invariant Graph Neural Network for Quantum Mechanical Calculations.37727096 · Tu, Hongwei, Han, Yanqiang, Wang, Zhilong et al.2024 · 7 citationsSmall methods. 2024;8(1):e2300534
CEEM: a Chemically Explainable Deep Learning Platform for Identifying Compounds with Low Effective Mass.37702143 · Gao, Jing, Wang, Zhilong, Han, Yanqiang et al.2024 · 4 citationsSmall (Weinheim an der Bergstrasse, Germany). 2024;20(4):e2305918
How Does Naming Affect LLMs on Code Analysis Tasks?2307.12488v5 · Zhilong Wang, Lan Zhang, Chen Cao et al.2023 · 9 citationsJournal of Software Engineering and Applications. Vol.17 No.11, November 2024
Usefulness of attenuation value on computed tomography plain scan for diagnosing enlarged mediastinal lymph nodes metastases.37711834 · Wang, Zhi-Long, Yan, Yan, Li, Xiao-Ting et al.2023 · 4 citationsQuantitative imaging in medicine and surgery. 2023;13(9):5759-5769
A Data-Driven Platform for Two-Dimensional Hybrid Lead-Halide Perovskites.37405805 · Chen, An, Wang, Zhilong, Gao, Jing et al.2023 · 18 citationsACS nano. 2023;17(14):13348-13357
Robust adaptive beamforming based on zone orthogonal constraint and steering vector estimation.37125873 · Guo, Kun, Wang, Zhilong, Zhang, Liang et al.2023 · 2 citationsJASA express letters. 2023;3(5)
Machine-learning-assisted rational design of 2D doped tellurene for fin field-effect transistor devices.37123447 · Chen, An, Ye, Simin, Wang, Zhilong et al.2023 · 13 citationsPatterns (New York, N.Y.). 2023;4(4):100722
Single atom modified two-dimensional bismuthenes for toxic gas detection.36919661 · Chen, An, Han, Yanqiang, Wang, Zhilong et al.2023 · 16 citationsPhysical chemistry chemical physics : PCCP. 2023;25(13):9249-9255
AlphaMat: A Material Informatics Hub Connecting Data, Features, Models and Applications2303.11651v1 · Zhilong Wang, Junfei Cai, An Chen et al.2023 · 52 citationsarXiv
CRISPR/Cas12a-Assisted Chemiluminescence Sensor for Aflatoxin B1 Detection in Cereal Based on Functional Nucleic Acid and In-Pipet Rolling Circle Amplification.36853759 · Wang, Zhilong, Wei, Luyu, Ruan, Shilong et al.2023 · 62 citationsJournal of agricultural and food chemistry. 2023;71(10):4417-4425
Which Features are Learned by CodeBert: An Empirical Study of the BERT-based Source Code Representation Learning2301.08427v2 · Lan Zhang, Chen Cao, Zhilong Wang et al.2023 · 0 citationsarXiv
A deep transfer learning-based protocol accelerates full quantum mechanics calculation of protein.36516300 · Han, Yanqiang, Wang, Zhilong, Chen, An et al.2023 · 12 citationsBriefings in bioinformatics. 2023;24(1)
Clustered tree regression to learn protein energy change with mutated amino acid.36124753 · Tu, Hongwei, Han, Yanqiang, Wang, Zhilong et al.2022 · 4 citationsBriefings in bioinformatics. 2022;23(6)
Constructing an In Situ Polymer Electrolyte and a Na-Rich Artificial SEI Layer toward Practical Solid-State Na Metal Batteries.36170595 · Shuai, Yi, Lou, Jin, Pei, Xianglin et al.2022 · 44 citationsACS applied materials & interfaces. 2022;14(40):45382-45391
Marine Oil Spill Detection from SAR Images Based on Attention U-Net Model Using Polarimetric and Wind Speed Information.36231616 · Chen, Yan, Wang, Zhilong2022 · 40 citationsInternational journal of environmental research and public health. 2022;19(19)
Click Chemistry-Mediated Particle Counting Sensing via Cu(II)-Polyglutamic Acid Coordination Chemistry and Enzymatic Reaction.35319873 · Wang, Zhilong, Wei, Luyu, Zeng, Lingwen et al.2022 · 15 citationsAnalytical chemistry. 2022;94(13):5293-5300
An inductive transfer learning force field (ITLFF) protocol builds protein force fields in seconds.35039818 · Han, Yanqiang, Wang, Zhilong, Chen, An et al.2022 · 12 citationsBriefings in bioinformatics. 2022;23(2)
AutoBRB: An automated belief rule base model for pathologic complete response prediction in gastric cancer.34891096 · Wu, Jie, Wang, Qianwen, Wang, Zhilong et al.2023 · 27 citationsComputers in biology and medicine. 2022;140:105104
Machine learning builds full-QM precision protein force fields in seconds.34017993 · Han, Yanqiang, Wang, Zhilong, Wei, Zhiyun et al.2022 · 22 citationsBriefings in bioinformatics. 2021;22(6)
Machine-Learning-Enabled Tricks of the Trade for Rapid Host Material Discovery in Li-S Battery.34410703 · Zhang, Haikuo, Wang, Zhilong, Cai, Junfei et al.2021 · 47 citationsACS applied materials & interfaces. 2021;13(45):53388-53397
Potential inhibitors for the novel coronavirus (SARS-CoV-2).32942296 · Han, Yanqiang, Wang, Zhilong, Ren, Jiahao et al.2021 · 33 citationsBriefings in bioinformatics. 2021;22(2):1225-1231
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