李甜甜

在科研方面，自2010年起涉足多个研究领域，近期研究领域包括多目标优化、智能优化、大模型智能体等。现已在国内外知名期刊上发表相关研究论文 20 余篇，其中包括计算机学报、软件学报、计算机研究与发展、Journal of Systems Architecture、Computing 、IEEE Transactions on Emerging Topics in Computing、Journal of Grid Computing、Knowledge-Based Systems等。此外，还曾获得中国百篇最具影响国内学术论文、辽宁省自然科学学术成果奖、辽宁省优秀硕士学位论文等荣誉。

论文：

1. Tiantian Li, Liangyu Lin, Bin Cao, Jing Fan. Reinforcement-Learning-based Multi-Objective Constrained Optimization of Task Mapping for 3D MPSoC Systems [J]. Journal of Circuits, Systems, and Computers, 2026.(SCI)

2. 李甜甜; 陈德胜; 曹斌 ; 基于强化学习的人员轮休调度方法, 计算机集成制造系统, 2024, 30(10): 3566-3577. 

3. Tiantian Li; Bingchuan He; Huangfei Cheng; Bin Cao ; A Novel MEC Framework for Extractive Summarization Using Semantic Role Graph and Semantic Matching, International Artificial Intelligent Conference, Nanjing City, Jiangsu Province, China, 2023.

4. Chenyu Hou, Ziyang Wang, Bin Cao, Jiaxing Wang, Tianming Zhang, Tiantian Li. RULER: Robust Unified LLM-based Efficient Retrieval for Legal Information [C]. SIGIR 2026: 537-547. (CCF A)

5. Jia-Xing Wang, Kaitao Chen, Chenyu Hou, Tiantian Li, Leilei Lin, Bin Cao, and Jing Fan. A Heterogeneous Hypergraph-Transformer Hybrid Architecture for Business Process Next-Activity Prediction. CAiSE 2026: 204-222. (CCF B类)

6. Chaojie Sun, Xinxin Guan, Chenyu Hou, Ting Wang, Bin Cao, Tiantian Li. AVER: Adversarial Variational Enhanced Representation Architecture for Abstractive Multi-document Summarization [C]. PAKDD 2026: 3-15. (CCF C)

7. Chenyu Hou; Kai Jiang; Tiantian Li; Meng Zhou; Jun Jiang; Co-active: an efficient selective relabeling model for resource constrained edge AI, Wireless Networks, 2025,31:2653-2666.
   

8. Bao, Songlin; Li, Tiantian; Cao, Bin; Chain-of-event prompting for multi-document summarization by large language models, INTERNATIONAL JOURNAL OF WEB INFORMATION SYSTEMS, 2024, 20(3): 229-247

9. Qinkai Jiang, Chenyu Hou, Bin Cao, Tianming Zhang, Tiantian Li, Jing Fan. MPLinear: Multiscale Patch Linear Model for Long-Term Time Series Forecasting [C]. ICONIP (6) 2024: 106-120. (CCF C)

10. Yuxiang Shan; Qin Ren; Gang Yu; Tiantian Li; Bin Cao; Incorporating user behavior flow for user risk assessment, International Journal of Web Information Systems, 2023, 19(2): 80-101.

11. 王佳星; 周武源; 李甜甜;人工智能发展态势的文献计量分析与研究,小型微型计算机系统, 2023, 44(11): 2424-2433

12. Huangfei Cheng, Jiawei Wu, Tiantian Li, Bin Cao, Jing Fan. Improving Abstractive Multi-document Summarization with Predicate-Argument Structure Extraction [C]. PRICAI (2) 2022: 268-282. (CCF C)

13. Li, Tiantian; Zhang, Tianyu; Yu, Ge; Song, Jie; Fan, Jing; Minimizing temperature and energy of real-time applications with precedence constraints on heterogeneous MPSoC systems , Journal of Systems Architecture, 2019, 98: 79-91. (SCI Q1)

14. Tiantian Li; Ge Yu; Jie Song; Minimizing energy by thermal-aware task assignment and speed scaling in heterogeneous MPSoC systems , Journal of Systems Architecture, 2018, 89: 118-130. (SCI Q1)

15. Li, Tiantian; Zhang, Tianyu; Yu, Ge; Song, Jie; Temperature Minimization and Thermal-Driven Scheduling for Real-Time Periodic Tasks , Journal of Signal Processing Systems for Signal Image and Video Technology, 2019, 91(6): 685-700. (SCI)

16. Li, Tiantian; Zhang, Tianyu; Yu, Ge; Zhang, Yichuan; Song, Jie; TA-MCF : Thermal-Aware Fluid Scheduling for Mixed-Criticality System , Journal of Circuits, Systems, and Computers, 2019, 28(2): 1-19. (SCI)