- 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).
- Lin M(学生), Li J, Zhang S, Wu T, Hu B, Chen W*, Yang J*, Lin X*. Decoding deep eutectic solvent polarity from sparse data: A transfer learning strategy enhanced by explicit protonation constraints, Chemical Engineering Science, 2027, 338, 124987. (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）.
- 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).
- Shi C (学生), Yu Y, Fan J, Qiu Q, Peng W, Qiu Q, Lin X*. Linkage chemistry engineering in covalent organic frameworks for selective 5-Hydroxymethylfurfural adsorption from biomass hydrolysates, Chemical Engineering Journal. Chemical Engineering Journal 2026, 546, 180123（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,
- 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）..
- Tang J (学生), Liu J, Chen X, Qiu Q, Peng W, Fu X, Shi C, Lin X*. Efficient recovery of high-concentration levulinic acid from batch to continuous operation using a four-zone chromatographic separation system, Separation and Purification Technology, 2026, 415, 139863. (SCI 1区Top期刊，化工领域高质量科技期刊分级T1).
- Chen X(学生), Shi C, Peng W, Tang J, Qiu Q, Song J, Fu X, Hu Y, Wu T, Lin X*, Rapid delignification and high-yield saccharification of sugarcane bagasse via methanesulfonic acid-deep eutectic solvent fractionation, Biomass and Bioenergy, 2027, 216, 109727. (SCI 2区Top期刊).
- Qiu Q (学生), Zeng Y, Wang S, Shi C, Hu Y, Zhang Z, Lin X*. Removal of Fermentation Inhibitors from Lignocellulosic Hydrolysate Using Olefin-Linked Covalent Organic Framework, Chinese Journal of Chemical Engineering, 2026, 96, 195-206. (中国化工学会会刊，化工领域高质量科技期刊分级T1，新锐期刊分区1区).
- 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).