Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action. - Yunan Luo; Sheng Wang 001; Jinfeng Xiao; Jian Peng 001 (PSB, 2018)

Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach. - Jiaming Shen; Jinfeng Xiao; Xinwei He; Jingbo Shang; Saurabh Sinha; Jiawei Han 001 (SIGIR, 2018)

SigMat: a classification scheme for gene signature matching. - Jinfeng Xiao; Charles Blatti; Saurabh Sinha (Bioinform., 2018)

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns. - Jingbo Shang; Meng Jiang 001; Wenzhu Tong; Jinfeng Xiao; Jian Peng 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2018)

Query-Specific Knowledge Summarization with Entity Evolutionary Networks. - Carl Yang 001; Lingrui Gan; Zongyi Wang; Jiaming Shen; Jinfeng Xiao; Jiawei Han 001 (CIKM, 2019)

Electromagnetic Parameters Optimization Design of Industrial DC Transformer Based on Improved Genetic Algorithm. - Li Hai; Jinfeng Xiao (ICCT, 2020)

Leveraging Personalized Sentiment Lexicons for Sentiment Analysis. - Dominic Seyler; Jiaming Shen; Jinfeng Xiao; Yiren Wang; ChengXiang Zhai (ICTIR, 2020)

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. - Chenkai Sun; Weijiang Li; Jinfeng Xiao; Nikolaus Nova Parulian; ChengXiang Zhai; Heng Ji 001 (BIBM, 2021)

ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision. - Xuan Wang 008; Vivian Hu; Xiangchen Song; Shweta Garg 004; Jinfeng Xiao; Jiawei Han 001 (EMNLP (1), 2021)

Scaling Up Data Science Course Projects: A Case Study. - Bhavya; Jinfeng Xiao; Chengxiang Zhai (L@S, 2021)

Open-Domain Question Answering with Pre-Constructed Question Spaces. - Jinfeng Xiao; Lidan Wang; Franck Dernoncourt; Trung Bui; Tong Sun 005; Jiawei Han 001 (NAACL-HLT (Student Research Workshop), 2021)

Knowledge-Rich Self-Supervised Entity Linking. - Sheng Zhang 012; Hao Cheng 002; Shikhar Vashishth; Cliff Wong; Jinfeng Xiao; Xiaodong Liu 003; Tristan Naumann; Jianfeng Gao 001; Hoifung Poon (CoRR, 2021)

REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification. - Xuan Wang 008; Vivian Hu; Minhao Jiang; Yu Zhang 044; Jinfeng Xiao; Danielle Cherrice Loving; Heng Ji 001; Martin D. Burke; Jiawei Han 001 (BIBM, 2022)

Knowledge-Rich Self-Supervision for Biomedical Entity Linking. - Sheng Zhang 012; Hao Cheng 002; Shikhar Vashishth; Cliff Wong; Jinfeng Xiao; Xiaodong Liu 003; Tristan Naumann; Jianfeng Gao 001; Hoifung Poon (EMNLP (Findings), 2022)

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. - Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Priyanka Kargupta; Leo Luo; Yanzhen Shen; Bobby Zhou; Xianrui Zhong; Xuan Liu 009; Hongxiang Li; Jinfeng Xiao; Minhao Jiang; et al. (EMNLP (Demos), 2023)

Taxonomy-Guided Fine-Grained Entity Set Expansion. - Jinfeng Xiao; Mohab Elkaref; Nathan Herr; Geeth De Mel; Jiawei Han 001 (SDM, 2023)

Topic-Oriented Open Relation Extraction with A Priori Seed Generation. - Linyi Ding; Jinfeng Xiao; Sizhe Zhou; Chaoqi Yang; Jiawei Han 001 (EMNLP, 2024)

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision. - Yunyi Zhang 001; Ruozhen Yang; Xueqiang Xu; Jinfeng Xiao; Jiaming Shen; Jiawei Han 001 (CoRR, 2024)

Automated Construction of Theme-specific Knowledge Graphs. - Linyi Ding; Sizhe Zhou; Jinfeng Xiao; Jiawei Han 001 (CoRR, 2024)

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision. - Yunyi Zhang 001; Ruozhen Yang; Xueqiang Xu; Rui Li 049; Jinfeng Xiao; Jiaming Shen; Jiawei Han 001 (WWW, 2025)

s3: You Don't Need That Much Data to Train a Search Agent via RL. - Pengcheng Jiang; Xueqiang Xu; Jiacheng Lin; Jinfeng Xiao; Zifeng Wang 008; Jimeng Sun 001; Jiawei Han 001 (CoRR, 2025)

Zero-Shot Open-Schema Entity Structure Discovery. - Xueqiang Xu; Jinfeng Xiao; James Barry; Mohab Elkaref; Jiaru Zou; Pengcheng Jiang; Yunyi Zhang 001; Maxwell Giammona; Geeth de Mel; Jiawei Han 001 (CoRR, 2025)