Publications

普通博士和博士后职位开放,欢迎对人工智能促进领域进步感兴趣的同学申请,专业为化学、物理、材料或计算机等。
Regular PhD and postdoctoral positions are open. We welcome applicants interested in advancing scientific discovery with artificial intelligence, especially those with backgrounds in chemistry, physics, materials science, computer science, or related fields.

2026

Article
75. MoleCode unlocks structural intelligence in large language models
arXiv: 2605.16480
Article
74. Cycle-MS: A Closed-Loop End-to-End Framework for Mass Spectrometry Structure Elucidation
J. Chem. Inf. Model. 2026 , 66, 5, 2709–2718
Article
73. A Cross-Domain Graph Learning Protocol for Single-Step Molecular Geometry Refinement
arxiv. (2026) preprint: arxiv:2601.22723
Article
72. Infrared Spectra Prediction for Carbonyl Group Utilizing a Graph Network Approach
Precis. Chem. 2026, in press
Article
71. Unsupervised Hierarchical Symbolic Regression for Interpretable Property Modeling in Complex Multi-Variable Systems
Adv. Sci. 2026, 13, e21200. Cover of the issue
Review
70. Automation and AI-Powered Prediction in Chromatographic Separation
Acc. Chem. Res. 2026, 59, 138-150.

2025

Article
69. Computed ECD spectral data for over 10,000 chiral organic small molecules
Sci. Data 2025, 12, 1641.
Article
68. Orbital-Resolved Stepwise Single-Electron Capture Dynamics in a Single Fullerene
J. Am. Chem. Soc. 2025, 147, 31791-31799.
Article
67. Multimodal Learning in Synthetic Chemistry Applications: Gas Chromatography Retention Time Prediction and Isomer Separation Optimization
Digit. Discov. 2025, 4, 2465.
Article
66. Intelligent Column Chromatography Prediction Model Based on Automation and Machine Learning
Chem 2025, 11, 102598.
Article
65. One-pot Decarbonylative Borylation of Aliphatic Aldehydes
J. Org. Chem. 2025, 90, 13841-3847.
Article
64. Explicit relation between thin film chromatography and column chromatography conditions from statistics and machine learning
Nat. Commun. 2025, 16, 832.
Article
63. Decoupled peak property learning for efficient and interpretable ECD spectra prediction
Nat. Comput. Sci. 2025, 5, 234-244.

2024

Review
62. 基于自由基机理光催化羧基化反应研究进展
有机化学 2024, 44, 2961-2996.
Article
61. Full on-device manipulation of olefin metathesis for precise manufacturing
Nat. Nanotechnol. 2024, 20, 246-254.
Review
60. Recent Advances in Methodologies for Radical-Mechanistic Borylation
Chin. J. Chem. 2024, 43, 104-115.
Article
59. Infrared Spectra Prediction for Functional Group Region Utilizing a Machine Learning Approach with Structural Neighboring Mechanism
Anal. Chem. 2024, 96, 15550–15562.
Review
58. 人工智能赋能色谱技术研究
Chin. Sci. Bull. 2024
Article
57. Machine Learning-Driven Discovery and Structure-Activity Relationship Analysis of Conductive Metal-Organic Frameworks
Chem. Mater. 2024, 11, 5436–5445.
Review
56. AI for Organic and Polymer Synthesis
SCIENCE CHINA Chem. 2024, 67, 2461-2496.
Article
55. Photoinduced Decarbonylative Borylation of Alkyl Aldehyde through 4-Alkyl-1,4-Dihydropyridines
Org. Chem. Front. 2024, 11, 1140-1149.
Review
54. Empowering Research in Chemistry and Materials Science through Intelligent Algorithms
Artificial Intelligence Chemistry 2024, 2, 100035.
Article
53. Visible-Light Induced Transition-Metal Free Redox-Neutral Carboxylation of Remote C(sp3)-H bonds via 1,5-Hydrogen Atom Transfer
J. Org. Chem. 2024, 89, 521–526.

2023

Review
52. Transforming organic chemistry research paradigms: moving from manual efforts to the intersection of automation and artificial intelligence
Nat. Sci. Open 2023, 3 20230037.
Article
51. First-principles Investigation of the Unique Role of Anode Surfaces in Organic Electrochemical Reactions
J. Phys. Chem. C 2023, 127, 15215–15226.
Article
50. Transition-metal Free Visible Light Photoredox-catalyzed Remote C(sp3)-H Borylation Enabled by 1,5-Hydrogen Atom Transfer
Commun. Chem. 2023, 6, 156.
Article
49. Photocarboxylation of Remote C-H Bond through Nitrogen-Centred Radicals 1,5-Hydrogen Atom Transfer
Green Chem. 2023, 25, 5030-5034.
Article
48. Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network
Nat. Commun. 2023, 14, 3095.
Review
47. Preview: "Cage escape" in photosensitized of diazonium derivatives
Chem Catalysis 2023, 3, 100527.
Article
46. Direct Stannylation and Silylation of Benzyl Alcohol by Palladium Catalysis
J. Org. Chem. 2023, 88, 2735–2741.

2022

Article
45. High-throughput automated platform for thin layer chromatography analysis
Star Protocols 2022, 3, 101893.
Article
44. High-throughput discovery of chemical structure-polarity relationships combining automation and machine learning techniques
Chem 2022, 8, 3202–3214. Cover of the issue
Article
43. Thermodynamic analysis of a novel multi-target temperature transcritical CO2 ejector-expansion refrigeration cycle with vapor-injection
Energy 2022, 125016.
Article
42. Precise electrical gating of the single-molecule Mizoroki-Heck reaction
Nat. Commun. 2022, 13, 4552.
Review
41. 芳基锡烷的合成研究进展
化学学报 2022, 80, 956-969.
Article
40. Thermodynamic analysis of the effect of internal heat exchanger on the dual-ejector transcritical CO2 cycle for low-temperature refrigeration
Int. J. Energy Res. 2022, 46, 12702-12721.
Review
39. 如何拥抱智能时代——以化学学科为例
中国科学:化学 2023, 53, 39-47. AI+ 合成化学专刊
Article
38. Synthesis of Alkylboronic Esters from Alkyl Iodides
Org. Syn. 2022, 99, 15-28.
Article
37. Transition Metal Free Stannylation of Alkyl Halides: the Rapid Synthesis of Alkyltrimethylstannanes
J. Org. Chem. 2022, 87, 4291–4297.
Article
36. Electrocatalytic Oxidative Hydrofunctionalization Reactions of Alkenes via Co(II/III/IV) Cycle
ACS Catal. 2022, 12, 2132–2137.
Article
35. Accurate Single-Molecule Kinetic Isotope Effects
J. Am. Chem. Soc. 2022, 144, 3146–3153.

2021

Review
34. Carbon Capture, Utilization & Storage: A General Overview
Climate Mitigation and Adaptation in China 2022 Pages 61-107.
Article
33. Unveiling the full reaction path of the Suzuki-Miyaura cross-coupling in a single molecule junction
Nat. Nanotechnol. 2021, 16, 1214–1223. Highlighted by Nat. Nanotechnol. 2021, 16, 1176–1177.
Article
32. Single-Molecule Electrical Spectroscopy of Organocatalysis
Matter 2021, 4, 2874–2885. Highlighted by Chem. 2021, 9, 2275-2276.
Article
31. Suzuki-Miyaura偶联反应机理研究进展
Chin. J. Org. Chem. 2021, 41, 2874–2885.
Article
30. Transition metal- and photo-free radical borylation of alkyl bromides and iodides by silane
Chem. Commun. 2021, 57, 5674–5677.
Article
29. Recent Development of Aryl Diazonium Chemistry for the Derivatization of Aromatic Compounds
Chem. Rev. 2021, 121, 5741-5829.
Article
28. Photo-induced radical borylation of hemiacetals via C−C bond cleavage
Tetrahedron 2021, 80, 131867.
Article
27. An accurate, high-speed, portable bifunctional electrical detector for COVID-19
SCIENCE CHINA Materials 2021, 64, 739-747.

2020

Article
26. Anodic Oxidation Triggered Divergent 1,2- and 1,4-Group Transfer Reactions of β-Hydroxycarboxylic Acids Enabled by Electrochemical Regulation
Chem. Sci. 2020, 11, 12021-12028.
Article
25. 基于自由基机理的有机硼酯化反应
化学学报 2020, 78, 1297-1308.
Article
24. Cuprous halide catalysed carboxylation of alkenyl boronic acids and alkenyl boronic acid pinacol esters with CO2
Chem. Commun. 2020, 56, 4099-4102.

2019

Article
23. Electrochemical Oxidative C–C Bond Cleavage of Cyclobutanols with Hydrogen Evolution: Access to γ-Keto Esters
J. Org. Chem. 2019, 84, 14031-14036.
Article
22. Electrochemical Carboxylation of Aryl Halides with CO2: Scope, Mechanism, and Applications to Late-Stage Functionalization
Chem. Sci. 2019, 10, 9417-9423.
Article
21. Electrochemical Decarboxylative Alkylation of Ketones with Redox-Active Esters
Org. Lett. 2019, 21, 6571-6575.
Article
20. Photoinduced Decarboxylative Borylation of Carboxylic Acids via Triplet Energy Transfer
J. Am. Chem. Soc. 2019, 141, 7753-7757.
Article
19. Electrochemical Oxidative Coupling of Ketones and Thiols: Access to β-Ketosulfides
Chem. Commun. 2019, 55, 6554-6557.
Article
18. Electrochemical C–H Amination of Heteroarenes with NH3
Org. Lett. 2019, 21, 3722-3726.
Article
17. Electrochemical Oxidative C–C Bond Formation: A Green Approach to α-Arylation of Ketones
ACS Catal. 2019, 9, 3627-3632.
Article
16. Photoinduced C–H Borylation of Heteroarenes with Bis(pinacolato)diboron
Chin. J. Chem. 2019, 37, 347-351.
Article
15. Mn-Mediated Electrochemical Trifluoromethylation/C(sp2)–H Functionalization Cascade for the Synthesis of Azaheterocycles
Org. Lett. 2019, 21, 762-766.
Article
14. C–H Bond Carboxylation with Carbon Dioxide
ChemSusChem 2019, 12, 6-39.

2018

Article
13. Diboron-Assisted Interfacial Defect Control Strategy for Highly Efficient Planar Perovskite Solar Cells
Adv. Mater. 2018, 1805085.
Article
12. A General Electrochemical Strategy for Sandmeyer Reaction
Chem. Sci. 2018, 9, 8731-8737.
Article
11. Oxidant-free oxidation of C−H bond by cathodic hydrogen evolution: a phosphonic Kolbe oxidation/cyclization process
Green Chem. 2018, 20, 3916-3920.
Article
10. Addition of Diazo Compounds ipso-C-H bond to Carbon Disulfide: Synthesis of 1,2,3-Thiadiazoles Under Mild Conditions
J. Org. Chem. 2018, 83, 4275–4278.
Article
9. Oxidant-Free C(sp2)−H Functionalization/C−O Bond Formation: A Kolbe Oxidative Cyclization Process
J. Org. Chem. 2018, 83, 3200–3207.
Article
8. Renaissance of Sandmeyer-Type Reactions: Conversion of Aromatic C-N Bonds into C-X Bonds (X = B, Sn, P, CF3)
Acc. Chem. Res. 2018, 51, 496-506.
Article
7. Cu(I)-Catalyzed Asymmetric Cross-Coupling of N-Tosylhydrazones and Trialkylsilylethynes: Enantioselective Construction of C(sp)-C(sp3) Bonds
Chin. J. Chem. 2018, 36, 217-222.

2017

Article
6. Direct Carboxylation of the Diazo Group ipso-C(sp2)–H bond with Carbon Dioxide: Access to Unsymmetrical Diazomalonates and Derivatives
Org. Lett. 2017, 19, 6756–6759.
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Review
5. Chapter Two - Recent Advances in Transition-Metal-Catalyzed Cross-Coupling Reactions With N-Tosylhydrazones
Adv. Organomet. Chem. 2017, 67, 151-219.
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2016

Article
4. Enantioselective Synthesis of Trisubstituted Allenes via Cu(I)-Catalyzed Coupling of Diazoalkanes with Terminal Alkynes
J. Am. Chem. Soc. 2016, 138, 14558–14561.
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Article
3. Metal-Free Aromatic Carbon–Phosphorus Bond Formation via a Sandmeyer-Type Reaction
J. Org. Chem. 2016, 81, 11603–11611.
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Article
2. Rhodium(I)-Catalyzed C−C Bond Activation of Siloxyvinylcyclopropanes with Diazoesters
Angew. Chem. Int. Ed. 2016, 55, 15401-15405.
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2015

Article
1. Bi-functional Ligand-assisted Catalytic Ketone α-Alkenylation with Internal Alkynes: Controlled Synthesis of Enones and Mechanistic Studies
J. Am. Chem. Soc. 2015, 137, 15518-15527.
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Prior to PKU faculty

Article
1. Synthesis, Structure, and Reactivity of Anionic sp2–sp3 Diboron Compounds: Readily Accessible Boryl Nucleophiles
Chem. Eur. J. 2015, 21, 7082-7098.
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Article
2. Transition metal-catalyzed ketone-directed or mediated C–H functionalization
Chem. Soc. Rev. 2015, 44, 7764-7786.
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Article
3. Cholate-Based Synthesis of Size-Tunable Cage Compounds
J. Org. Chem. 2015, 80, 1221-1228.
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Article
4. Regioselective ketone α-alkylation with simple olefins via dual activation
Science 2014, 345, 68-72.
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