李彦增，现任北京师范大学珠海校区人工智能与未来网络研究院讲师，2025年于北京大学获得理学博士学位。研究方向主要包括自然语言处理、知识图谱构建及推理、大规模语言模型预训练等相关领域。在ACL、EMNLP、SIGIR等会议期刊发表文章20余篇，授权发明专利7项。

1. 腾讯犀牛鸟精英计划 2024年

2. 北京大学三等奖学金 2023年

3. 九坤奖学金 2022年

4. 北京大学三好学生 2022年，2023年

5. 北京大学王选计算机研究所优秀学生 2022年，2023年

6. 中国科学院信息工程研究所院长特别奖学金 2020年

7. 中国科学院大学三好学生 2019年，2022年

1. 国家自然科学基金重点项目，大规模图的复杂性分析与高效计算，2020.01-2024.12，参与

2. 国家重点研发计划项目，图计算软件支撑环境，2023.12-2026.11，参与

3. 北京通用人工智能研究院 - 通用人工智能“学-研-产”联合任务，时空域多模态知识库构建及应用，2021.09-2023.12，主要参与人

4. 国家任务，网络探测分析技术研究，2020.1-2020.12，参与

5. 中科院先导，协同检测与分析关键技术研究，2020.1-2020.12，参与

6. 中科院先导，协同检测与分析关键技术研究，2019.1-2019.12，参与

7. 中科院先导，信息聚合分析技术研究，2019.1-2019.12，参与

1. Yanzeng Li, Cheng Zeng, Jinchao Zhang, Jie Zhou, Lei Zou. MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient. IJCAI'25 (demo).

2. Yunfan Xiong, Ruoyu Zhang, Yanzeng Li, Tianhao Wu, Lei Zou. DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure. WWWJ'25. CCF B.

3. Minhao Zhang, Yanzeng Li, Yongliang Ma, Ruoyu Zhang, Lei Zou, Ming Zhou. Synergistic Knowledge Integration for Answering Complex Questions with Multiple Sources. APWeb-WAIM'25. CCF C.

4. Yirui Zhan†, Yanzeng Li†, Minhao Zhang, Lei Zou. A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources. APWeb-WAIM'24. CCF C.

5. Yanzeng Li, Bingcong Xue, Ruoyu Zhang, Lei Zou. AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction. ACL'23. CCF A.

6. Yanzeng Li, Sen Hu, Wenjuan Han, Lei Zou. CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question Answering. CIKM'23. CCF B.

7. Ruoyu Zhang, Yanzeng Li, Minhao Zhang, Lei Zou. Exploiting Ubiquitous Mentions for Document-Level Relation Extraction. SIGIR'23. CCF A.

8. Ruoyu Zhang, Yanzeng Li, Lei Zou. A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction. ACL'23. CCF A.

9. Ruoyu Zhang, Yanzeng Li, Yongliang Ma, Ming Zhou, Lei Zou. LLMaAA: Making Large Language Models as Active Annotators. EMNLP Findings'23. CCF B.

10. Yanzeng Li†, Jiangxia Cao†, Xin Cong, Zhenyu Zhang, Bowen Yu, Hongsong Zhu, Tingwen Liu. Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph. ACL'22. CCF A.

11. Yanzeng Li, Zilong Zheng, Wenjuan Han, Lei Zou. VGStore: A Multimodal Extension to SPARQL for Querying RDF Scene Graph. ISWC'22. CCF B.

12. Bingcong Xue, Yanzeng Li, Lei Zou. Introducing Semantic Information for Numerical Attribute Prediction over Knowledge Graphs. ISWC'22. CCF B.

13. Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou. Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base. NAACL Findings'22. CCF B.

14. Zhaohui Wang, Xinghua Zhang, Yanzeng Li, Yubin Wang, Jiawei Sheng, Tingwen Liu, Hongbo Xu. Enhancing Pre-Trained Language Representations Based on Contrastive Learning for Unsupervised Keyphrase Extraction. SEKE'22. CCF C.

15. Yanzeng Li, Bowen Yu, Li Quangang, Tingwen Liu. FITAnnotator: A Flexible and Intelligent Text Annotation System. NAACL'21 (demo).

16. Li Zhang, Yanzeng Li*, Ruoyu Zhang, Wenjie Li. Semi-Open Attribute Extraction from Chinese Functional Description Text. ACML'21. CCF C.

17. Panpan Zhang, Yao Qi, Yanzeng Li, Jing Ya, Xuebin Wang, Tingwen Liu, Jinqiao Shi. Identifying Reply Relationships from Telegram Groups Using Multi-Features Fusion. DSC'21. CCF C.

18. Jiapeng Zhao, Panpan Zhang, Tingwen Liu, Zhenyu Zhang, Yanzeng Li, Jinqiao Shi. Relation Extraction based on Data Partition and Representation Integration. DSC'21. CCF C (Best Paper Runner up).

19. Yanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu. Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention. ACL'20. CCF A.

20. Xiaobo Shu, Mengge Xue, Yanzeng Li, Zhenyu Zhang, Tingwen Liu. BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph. IJCNN'20. CCF C.

21. Meiqi Wang, Yanzeng Li, Xuebin Wang, Tingwen Liu, Jinqiao Shi, Muqian Chen. 2ch-TCN: A Website Fingerprinting Attack over Tor Using 2-channel Temporal Convolutional Networks. ISCC'20. CCF C.

22. Qu Liu, Zhenyu Zhang, Yanzeng Li, Tingwen Liu, Diying Li, Jinqiao Shi. ICNet: Incorporating Indicator Words and Contexts to Identify Functional Description Information. IJCNN'19. CCF C.

23. Yanzeng Li, Tingwen Liu, Diying Li, Quangang Li, Jinqiao Shi, Yanqiu Wang. Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction. ACML'18. CCF C.

1. ACL ARR（ACL、EMNLP、NAACL）领域主席/执行编辑；

2. IEEE TKDE, KBS, Neurocomputing, JMIR等期刊审稿人；

3. ACL, NAACL, EMNLP, AAAI, EACL, ACM MM, CIKM, ICASSP, COLM, NLPCC等会议程序委员会成员。