Scholar
Dehai Min
Google Scholar ID: lVn0bHUAAAAJ
University of Illinons at Chicago
Citations & Impact
Citations
262
H-index
5
i10-index
5
Publications
9
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers, NAACL 2025, Oral, highest meta-review score of 5!
- Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data, NAACL 2024, Industry Track paper, Oral
- Can ChatGPT replace traditional KBQA models? An in-depth analysis of the question answering performance of the GPT LLM family, ISWC 2023, Oral
- An empirical study of pre-trained language models in simple knowledge graph question answering, WWW Journal 2023
- Three stream based multi-level event contrastive learning for text-video event extraction, EMNLP 2023, Oral
- MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation, DASFAA 2024, Oral
- HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding, AAAI 2025
Background
- Currently a first-year CS Ph.D. student at the University of Illinois Chicago (UIC), supervised by Prof. Lu Cheng. Previously, received master’s degrees from Southeast University and Monash University (Double degree program), advised by Prof. Guilin Qi. Received Bachelor’s degree from Hefei University in June 2022. Research interests include Retrieval-Augmented Generation (RAG), LLMs with heterogeneous data (text, graphs, and tables), and Trustworthy ML: Uncertainty Quantification.
Miscellany
- ACM-ICPC (International Collegiate Programming Contest), Asian Regional Contest (Shanghai Site and others), 2019-2020, 2 times Silver Medal
- CCPC-Finals (China Collegiate Programming Contest National Finals), 2019, 21st place, Silver Medal
- 16th Baidu Star Programming Contest, National Semi-Finals, 2019, 154th place (154/13900+)
- Anhui Province Collegiate Programming Contest, First Prize (2 times, 2019, 2020), Champion (1 time, 2020)
- Codeforces Rating: 2108 (Master)
