Publications
Google Scholar
2025
- RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
Pengcheng Jiang, Lang Cao, Ruike Zhu, Minhao Jiang, Yunyi Zhang, Jimeng Sun, Jiawei Han.
Preprint - Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha Kass-Hout, Jimeng Sun, Jiawei Han.
In The Thirteenth International Conference on Learning Representations (ICLR’2025)
2024
- Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
Siru Ouyang, Shuohang Wang, Minhao Jiang, Ming Zhong, Donghan Yu, Jiawei Han, Yelong Shen.
In the Conference on Empirical Methods in Natural Language Processing (EMNLP’2024 Findings) - OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing
Tanay Komarlu, Minhao Jiang, Xuan Wang, Jiawei Han.
In 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’2024) - Investigating Data Contamination for Pre-training Language Models
Minhao Jiang, Ken Ziyu Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo.
A shorter version was accepted by (ME-FoMo, DPFM, and R2-FM Workshops@ICLR 2024)
Best Paper Award at DPFM@ICLR 2024 - Geospatial Topological Relation Extraction from Text with Knowledge Augmentation
Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang.
In SIAM International Conference on Data Mining (SDM’2024)
2023
- Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data (System Demonstration)
Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin Burke, Huimin Zhao and Jiawei Han.
In the Conference on Empirical Methods in Natural Language Processing (EMNLP’2023) - PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training
Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han
In the Conference on Empirical Methods in Natural Language Processing (EMNLP’2023) - Geospatial Knowledge Hypercube (Demo Paper)
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, and Shaowen Wang.
In 31st ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL’2023) - ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision
Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang and Jiawei Han.
In Findings of The 61st Annual Meeting of the Association for Computational Linguistics (ACL’2023 Findings)
2022
- ReactClass: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification
Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Loving, Heng Ji, Martin Burke, and Jiawei Han.
In 2022 IEEE Int. Conf. on Bioinformatics and Biomedicine (BIBM’2022). - TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations
Minhao Jiang, Xiangchen Song, Jieyu Zhang, Jiawei Han.
In The 33rd International Conference in the Web (WWW’2022).
2021
