- Wu T (学生), Shi C, Lin J, Qiu Q, Lin M, Song J, Hu Y, Fu X, Lin X*. Multiscale exploration of informative latent features for accurate deep eutectic solvents viscosity prediction, AIChE Journal, 2025, doi: 10.1002/aic.18924. (三大化工经典期刊，化工领域高质量科技期刊分级T1，学校Top1期刊).
- Qiu Q (学生), Li G, Shi C, Zeng Y, Xie K, Wang K, Song Z, Zhang Z, Lin X*. Gentle and rapid synthesis of imine-linked covalent organic frameworks in acetic acid-based deep eutectic solvents, Green Chemistry, 2025, 27, 6573-6585. (SCI 1区Top期刊，学校Top期刊).
- Hu Y (学生), Shi C, Li B, Qiu Q, Song J, Wu T, Hu L, Lin X*. Detoxification of high solid-to-liquid ratio sugarcane bagasse hydrolysate using hydrophobic deep eutectic solvents for efficient cellulosic ethanol production. Chemical Engineering Journal 2025, 514, 163306（SCI 1区Top期刊，化工领域高质量科技期刊分级T1, 学校Top期刊）..
- Song J (学生), Hu Y, Qiu Q, Fu X, Shi C, Tang J, Chen X, Yuan H, Lin X*. Breaking the Concentration Barrier: Triethylbenzylammonium Chloride-Based Acidic Deep Eutectic Solvents for Sustainable 5-Hydroxymethylfurfural Production via Self-Regulated Dynamic Equilibrium Mechanism, ACS Sustainable Chemistry & Engineering, 2025, doi: 10.1021/acssuschemeng.5c10267. (SCI1区Top期刊，化工领域高质量科技期刊分级T1).2025,
- Fu X (学生), Song J, Shi C, Hu Y, Qiu Q, Chen X, Tang J, Peng W, Wu T, Lin X*. Sustainable valorization of Inonotus obliquus via temperature-gated natural deep eutectic solvents extraction: Polysaccharide-antioxidant partitioning, International Journal of Biological Macromolecules, 2025, 332 (2): 148708. (SCI 2区Top期刊，学校Top2期刊).
- Qian W, Qu M, Wu H, Su Y, Shan S, Zhang Z, Liu J, Lin X*. Modeling of the adsorption rate of geniposide on granular adsorbent under different conditions considering several mass transfer mechanisms, Chemical Engineering Science, 2025, 311, 121551. (三大化工经典期刊，化工领域高质量科技期刊分级T1, 学校Top期刊）.
- Wu T (学生), Song J, Hu Y, Qiu Q, Tang J, Peng W, Fu X, Lin X*. Methodological Roadmap for Machine Learning in Deep Eutectic Solvent Research: A Framework-Driven Review and Perspective, Industrial & Engineering Chemistry Research, 2025, 64(34): 16443–16465. (三大化工经典期刊，化工领域高质量科技期刊分级T1, 学校Top期刊).
- Shi C (学生), Li G, Qiu Q, Song J, Peng W, Hu L, Lin X*. Synergistic p-p interactions and hydrogen bonding in imide-linked covalent organic framework for selective adsorption of 5-hydroxymethylfurfural from biomass hydrolysates, Separation and Purification Technology, 2025, 378, 134710. (SCI 2区Top期刊，化工领域高质量科技期刊分级T1).
- Hu Y (学生), Shi C, Wu T, Qiu Q, Song J, Hu L, Lin X*. Tailoring hydrophobic deep eutectic solvents for sustainable and high-efficiency recovery of organic acids and furan aldehydes from sugarcane bagasse hydrolysate. Biomass and Bioenergy, 2025, 202, 108214（SCI 2区期刊）..
- Wu T (学生), Zhan P, Chen W, Lin M, Qiu Q, Hu Y, Song J, Lin X*. ChemBERTa embeddings and ensemble learning for prediction of density and melting point of deep eutectic solvents with hybrid features, Computers & Chemical Engineering, 2025, 196, 109065. (SCI 2区期刊，Total publications in 2024: 324, China’s contribution: 18.8%).