2014.09—2017.12 四川大学 环境工程 工学博士

2011.09—2012.09 伦敦大学学院 (UCL) 人机交互与人因工程学 理学硕士

2007.09—2011.06 北京科技大学 工业工程 工学学士

2022.12—至今 清华大学 环境学院 助理研究员

2021.06—2022.09 中国科学院赣江创新研究院 副研究员

2020.11—2021.05 广东工业大学 特聘副教授

2018.06—2020.07 北京师范大学 博士后 助理研究员

碳足迹产业技术创新联盟 副秘书长

中国环境科学学会生态环境人工智能专业委员会 委员

供应链可持续性

生命周期评价

生成式AI专业应用

国家自然科学基金青年科学基金项目，基于高空间分辨率数据的我国大气汞排放驱动因素及减排策略研究，2021.01—2023.12，24万元，已结题，主持。

期刊论文

1. Xiong, R.; Fu, C.; Chang, H.; Li, N.; Qu, S.; Zhao, D.; Xu, C.^*; Qi. J.^*; Xu, M., Emission factors and driving forces of provincial-level CO₂ from electricity production and consumption in China from 2013 to 2020. Journal of Environmental Management 2025, 377, 124644

2. Guo, J.; Li, R.; Zhang, R.; Qi, J.; Li, N.; Xu, C.; Chiu, A. S. F.; Wang, Y.; Tanikawa, H.; Xu, M.^*, Shedding light on the shadows: Transparency challenge in background life cycle inventory data. Journal of Industrial Ecology 2025, 1-11

3. Qi, J.; Guo, J.; Wang, P.; Li, N.^*; Xu, M., Incorporating generative AI agents into socio-economic metabolism modelling: The next frontier. Resources, Conservation & Recycling 2024, 207, 107670

4. 齐剑川; 史文杰; 徐常青; 李楠; 徐明^*, 生成式人工智能在环境工程中的应用前瞻. 环境工程学报, 2024, 18(9), 2375-2380.

5. Tu, Q.^*; Guo, J.; Li, N.; Qi, J.; Xu, M., Mitigating grand challenges in life cycle inventory modeling through the applications of Large Language Models. Environmental Science & Technology 2024, 58 (44), 19595-19603

6. Tian, X.^*; Li, H.; Peng, F.; Wang, Y.; Xiong, K.; Zhao, R.; Liao, M.; Zhang, Y.; Zhang, B.; Xie, J.^*; Chang, H.; Sun, X.; Qi, J., China-specific unit process dataset for lithium-ion batteries. Resources, Conservation & Recycling 2024, 211, 107886.

7. Peng, J.; Gao, J.; Tong, X.^*; Guo, J.; Yang, H.; Qi, J.; Li, R.; Li, N.^*; Xu, M., Advanced Unstructured Data Processing for ESG Reports: A Methodology for Structured Transformation and Enhanced Analysis. arXiv preprint 2024, arXiv:2401.02992.

8. Yang, H.; Guo, J.; Qi, J.; Xie, J.; Zhang, S.; Yang, S.; Li, N.^*; Xu, M.^*, A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation. arXiv preprint 2024, arXiv:2405.03989.

9. Yang, S.; Zhang, L.; Guo, J.^*; Qi, J.^*; Li, N.; Cao, Y.; Chen, H.; Huang, Y.; Xu, M., Cement production life cycle inventory dataset for China. Resources, Conservation & Recycling 2023, 197, 107064.

10. Chen, C.; Li, N.; Qi, J.; Wei, J.; Chen, W.^*, Material flow analysis of dysprosium in the United States. Environmental Science & Technology 2023, 57(45), 17256-17265.

11. Dang, M.; Wang, Q.^*; Qi, J.; Liu, G.; Li, N.; Chen, W.^*, Green Design Evaluation of Electrical and Electronic Equipment Based on Knowledge Graph. ACS Sustainable Chemistry & Engineering 2023, 11(51), 18011-18020.

12. Guo, J.; Li, N.^*; Qi, J.; Yang, H.; Li, R.; Feng, Y.; Zhang, S.; Xu, M.^*, Empowering Working Memory for Large Language Model Agents. arXiv preprint 2023, arXiv:2312.17259.

13. Liu, S.; Qi, J.^*; Liang, S.; Wang, X.; Wu, X.; Xiao, C., Cascading costs of snow cover reduction trend in northern hemisphere. Science of the Total Environment 2022, 806(4), 150970.

14. Zhong, Q.; Li, H.; Liang, S.^*; Jetashree; Wu, X.; Qi, J.; Wang, S.^*, Changes of production and consumption structures in coastal regions lead to mercury emission control in China. Journal of Industrial Ecology 2022, 26, 1760-1770.

15. Chen, C.; Qi, J.; Li, N.^*; Ji, T.; Wang, H.^*; Huang, Y.; Guo, J.; Lu, X.; Han, R.; Wei, J.; Chen, W., China economy-wide material flow account database from 1990 to 2020. Scientific Data 2022, 9, 502.

16. Chang, W.; Zhong, Q.; Liang, S.^*; Qi, J.; Jetashree, A high spatial resolution dataset for anthropogenic atmospheric mercury emissions in China during 1998-2014. Scientific Data 2022, 9(1), 604.

17. Chen, C.; Jiang, Z.; Li, N.^*; Wang, H.; Wang, P.; Zhang, Z.; Zhang, C.; Ma, F.; Huang, Y.; Lu, X.; Wei, J.; Qi, J.; Chen, W.^*, Advancing UN Comtrade for physical trade flow analysis: Review of data quality issues and solutions. Resources, Conservation and Recycling 2022, 186, 106526.

18. Jiang, Z.; Chen, C.; Li, N.^*; Wang, H.; Wang, P.; Zhang, C.; Ma, F.; Zhang, Z.; Huang, Y.; Qi, J.; Chen, W.^*, Advancing UN Comtrade for physical trade flow analysis: Addressing the issue of outliers. Resources, Conservation and Recycling 2022, 186, 106524.

19. Zhang, Z.; Jiang, Z.; Chen, C.; Zhang, X.; Wang, H.^*; Li, N.; Wang, P.; Zhang, C.; Ma, F.; Huang, Y.; Qi, J.; Chen, W.^*, Advancing UN Comtrade for physical trade flow analysis: Addressing the issue of missing values. Resources, Conservation and Recycling 2022, 186, 106525.

20. Huang, Y.; Han, R.; Qi, J.; Duan, H.; Chen, C.; Lu, X.; Li, N.^*, Health risks of industrial wastewater heavy metals based on improved grey water footprint model. Journal of Cleaner Production 2022, 377, 134472.

21. Zhang, Q.^#; Qi, J.^#; Cheng, B.; Yu, C.; Liang, S.; Wiedmann, T.; Liu, Y.; Zhong, Q., Planetary boundaries for forests and their national exceedance. Environmental Science & Technology 2021, 55, 15423-15434.

22. Liang, S.^*; Chang, W.; Zhou, H.; Qi, J.^*; Li, Y.; Feng, C.; Wang, S., Global economic structure transition boosts atmospheric mercury emissions in China. Earth’s Future 2021, 9, e2021EF002076.

23. Yang, X.; Liang, S.^*; Qi, J.; Feng, C.; Qu, S.; Xu, M., Identifying sectoral impacts on global scarce water uses from multiple perspectives. Journal of Industrial Ecology 2021, 25(6), 1503-1517.

24. Li, H.; Liang, S.^*; Liang, Y.; Li, K.; Qi, J.; Yang, X.; Feng, C.; Cai, Y.; Yang, Z.^*, Multi-pollutant based grey water footprint of Chinese regions. Resources, Conservation and Recycling 2021, 164, 105202.

25. Li, K.; Feng, C.; Liang, Y.; Qi, J.; Li, Y.; Li, H.; Liang, S.; Yang, Z., Critical transmission sectors for provincial food-water nexus in China. Journal of Cleaner Production 2021, 279, 123886.

26. Wu, X.; Yang, X.^*; Qi, J.; Feng, C.; Liang, S., Effects of economic structural transition on PM2.5-Related Human Health Impacts in China. Journal of Cleaner Production 2021, 298, 126793.

27. Li, K.; Liang, S.^*; Liang, Y.; Feng, C.; Qi, J.; Xu, L.; Yang, Z., Mapping spatial supply chain paths for embodied water flows driven by food demand in China. Science of the Total Environment 2021, 786, 147480.

28. Wen, W.; Feng, C.^*; Zhou, H.; Zhang, L.; Wu, X.; Qi, J.; Yang, X.; Liang, Y., Critical provincial transmission sectors for carbon dioxide emissions in China. Renewable and Sustainable Energy Reviews 2021, 149, 111415.

29. Liang, Y.; Liang, S.^*; Li, K.; Qi, J.; Feng, C.; Xu, L.; Yang, Z., Socioeconomic determinants for the changing food-related scarce water uses in Chinese regions. Journal of Cleaner Production 2021, 316, 128190.

30. 吴晓慧; 徐丽笑; 齐剑川; 梁赛^*; 王书肖, 中国大气汞排放变化的社会经济影响因素. 中国环境科学 2021, 41(4), 1959-1969.

31. Lin, C.^#; Qi, J.^#; Liang, S.^*; Feng, C.; Wiedmann, T.; Liao, Y.; Yang, X.; Li, Y.; Mi, Z.; Yang, Z., Saving less in China facilitates global CO2 mitigation. Nature Communications 2020, 11, 1358.

32. Zhang, Q.; Li, Y.; Yu, C.^*; Qi, J.^*; Yang, C.^*; Cheng, B.^*; Liang, S., Global timber harvest footprints of nations and virtual timber trade flows. Journal of Cleaner Production 2020, 250, 119503.

33. Li, J.^#; Zhou, S.^#; Wei W.^#; Qi J.; Li Y.; Chen B.; Zhang N.; Guan D.; Qian H.; Wu X., China's retrofitting measures in coal-fired power plants bring significant mercury-related health benefits. One Earth 2020, 3(6), 777-787.

34. Li, Y.^#; Chen, L.^#; Liang, S.^*; Qi, J.; Zhou, H.; Feng, C.; Yang, X.; Wu, X.; Mi, Z.; Yang, Z., Spatially Explicit Global Hotspots Driving China’s Mercury Related Health Impacts. Environmental Science & Technology 2020, 54 (22), 14547-14557.

35. Liang, S.; Yang, X.; Qi, J.; Wang, Y.^*; Xie, W.; Muttarak, R.; Guan, D., CO2 Emissions Embodied in International Migration from 1995 to 2015. Environmental Science & Technology 2020, 54 (19), 12530-12538.

36. Wang, H.; Wang, G.; Qi, J.; Schandl, H.; Li, Y.; Feng, C.; Yang, X.; Wang, Y.; Wang, X.; Liang, S.^*, Scarcity-weighted fossil fuel footprint of China at the provincial level. Applied Energy 2020, 258: 114081.

37. Liang, Y.; Liang, S.^*; Xu, L.; Feng, C.; Qi, J.; Yang, X.; Li, Y.; Li, K.; Li, H.; Yang, Z.^*, Socioeconomic drivers of water withdrawals driven by provincial energy demand in China. Journal of Cleaner Production 2020, 258, 120971.

38. Liang, Y.; Li, Y.; Liang, S.^*; Feng, C.; Xu, L.; Qi, J.; Yang, X.; Wang, Y.; Zhang, C.; Li, K.; Li, H.; Yang, Z.^*, Quantifying direct and indirect spatial food-energy-water (FEW) nexus in China. Environmental Science & Technology 2020, 54(16), 9791-9803.

39. Chen, L.; Liang, S.; Zhang, H.; Cai, X.; Chen, Y.; Liu, M.; Lin, H.; Li, Y.; Qi, J.; Tong, Y.; Zhang, W.; Wang, X^*.; Shu, J^*, Rapid increase in cement-related mercury emissions and deposition in China during 2005-2015. Environmental Science & Technology 2020, 54(22), 14204-14214.

40. Qi, J.#; Wang, Y.#; Liang, S.^*; Li, Y.; Li, Y.; Feng, C.; Xu, L.; Wang, S.; Chen, L.; Wang, D., Primary suppliers driving atmospheric mercury emissions through global supply chains. One Earth 2019, 1(2), 254-266.

41. Chen, L.; Liang, S.^*; Liu, M.; Yi, Y.; Mi, Z.^*; Zhang, Y.; Li, Y.; Qi, J.; Meng, J.; Tang, X., Trans-provincial health impacts of atmospheric mercury emissions in China. Nature Communications 2019, 10 (1), 1484.

42. Huang, Y.; Zhou, B.^*; Li, N.; Li, Y.; Han, R.; Qi, J.; Lu, X.; Li, S.; Feng, C.; Liang, S.^*, Spatial-temporal analysis of selected industrial aquatic heavy metal pollution in China. Journal of Cleaner Production 2019, 238, 117944.

43. 梁赛; 李雨萌; 齐剑川; 冯翠洋, 基于全产业链视角实施生态资产管理. 中国环境管理 2019, 3, 36-39.

44. Qi, J.; Lfi, N.; Yang, P.^*; Lai, B., Input-output model based ecological risk assessment for ecological risk management of watersheds: a case study in the Taihu Lake watershed, China. Water Policy 2017, 19(3), 556-573.

45. Li, N.; Zhang, T.^*; Qi, J.; Huang, Y., Using Multiple Tools to Analyze Resource Exchange in China. Sustainability 2015, 7(9), 12372-12385.

46. 韩茹茹; 周北海^*; 李楠; 齐剑川; 黄远奕. 基于系统水平的湖泊流域生态风险评估. 环境科学研究 2015, 28(7), 1122-1129.

专利

1. 基于大型语言模型的专业领域信息交互方法、装置及装备. 清华大学. 中国 ZL 2023 1 1439977.9

软件著作权

1. 天工生命周期评价（LCA）数据处理与分析平台: 中国. 清华大学. (登记号: 2024SR0059577)

2. 天工Chat：环境生态领域知识交互平台: 中国. 清华大学. (登记号: 2024SR0244836)

3. 天工Paper：环境生态领域文献智能分析工具: 中国. 清华大学. (登记号: 2023SR1650610)

4. 天工Plugin：环境生态领域文献知识检索插件: 中国. 清华大学. (登记号: 2023SR1647741)

5. 稀土流量与存量核算与分析平台: 中国. 中国科学院赣江创新研究院. (登记号: 2022SR0647400)

6. 稀土未来供需预测与分析平台: 中国. 中国科学院赣江创新研究院. (登记号: 2022SR0647388)

7. 稀土专利知识图谱三元组数据管理系统: 中国. 中国科学院赣江创新研究院. (登记号: 2022SR0647359)

8. 流域水生态风险评价数据管理系统: 中国. 四川大学. (登记号: 2017SR024728).

9. 流域水生态风险评价系统: 中国. 四川大学. (登记号: 2016SR390156).