Yanyi Liu

PhD student, Northeastern University

Joined

May 2022

Names

Yanyi Liu (Preferred)

Emails

****@hotmail.com (Confirmed)

****@stu.neu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Northeastern University (neu.edu.cn)

2022 – Present

MS student

Northeastern University (neu.edu.cn)

2020 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Jun Liu

2022 – Present

Expertise

Large Language Model

2022 – Present

Object Detection

2020 – 2022

Oriented Object Detection

2020 – 2022

Aerial Detection

2020 – 2022

Publications

Augmented Runtime Collaboration for Self-Organizing Multi-Agent Systems: A Hybrid Bi-Criteria Routing Approach
Qingwen Yang, Feiyu Qu, Tiezheng Guo, Yanyi Liu, Yingyou Wen
- CoRR 2025
- Readers: Everyone
Enhancing Result Interpretability of Neural Architecture Search-Assisted Medical AI via Large Language Model
Chen Wang, Kaifang Long, Tiezheng Guo, Qingwen Yang, Yanyi Liu, Pan Li, Zhi Li, Huihan Wang, Lianbo Ma, Yingyou Wen
- IEEE Transactions on Emerging Topics in Computational Intelligence
- Readers: Everyone
WADSeg: Exploiting weak attention associations for enhanced knowledge segmentation in RAG
Tiezheng Guo, Chen Wang, Qingwen Yang, Jiawei Tang, Yanyi Liu, Yingyou Wen
- Expert Systems with Applications
- Readers: Everyone
Adaptive-TOD: An LLM-driven and adaptive agent for diverse interaction modes
Pan Li, Qingwen Yang, Sai Xu, Xuejing Li, Zhi Li, Chen Wang, Yanyi Liu, Tiezheng Guo, Jiawei Tang, Yingyou Wen
- Neurocomputing
- Readers: Everyone
Leveraging inter-chunk interactions for enhanced retrieval in large language model-based question answering
Tiezheng Guo, Chen Wang, Yanyi Liu, Jiawei Tang, Pan Li, Sai Xu, Qingwen Yang, Xianlin Gao, Zhi Li, Yingyou Wen
- Neurocomputing
- Readers: Everyone
A Research on Result Interpretability of Medical AI Based on Large Language Model
Wang Chen, Tiezheng Guo, Yanyi Liu, Huihan Wang, Yingyou Wen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient segmentation algorithm for complex cellular image analysis system
Yanyi Liu, Chen Wang, Yingyou Wen, Yixiang Huo, Jun Liu
- IET Control Theory & Applications
- Readers: Everyone
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph
Tiezheng Guo, Qingwen Yang, Chen Wang, Yanyi Liu, Pan Li, Jiawei Tang, Dapeng Li, Yingyou Wen
- CoRR 2023
- Readers: Everyone
MMRotate: A Rotated Object Detection Benchmark using PyTorch
Yue Zhou, Xue Yang, Gefan Zhang, Jiabao Wang, Yanyi Liu, Liping Hou, Xue Jiang, Xingzhao Liu, Junchi Yan, Chengqi Lyu, Wenwei Zhang, Kai Chen
- 2022 (modified: 17 Nov 2022)
- ACM Multimedia 2022
- Readers: Everyone

Co-Authors

View all 29 co-authors