Jinfeng Xiao

29 papers A* 4A 2B 1Misc 2Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
Zero-Shot Open-Schema Entity Structure Discovery.
EACL (Volume 1: Long Papers)
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth de Mel, Jiawei Han
2025 A* conf
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.
WWW
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Rui Li, Jinfeng Xiao, Jiaming Shen, Jiawei Han
2025 J jnl
Zero-Shot Open-Schema Entity Structure Discovery.
CoRR
Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell Giammona, Geeth de Mel, Jiawei Han
2025 A* conf
s3: You Don't Need That Much Data to Train a Search Agent via RL.
EMNLP
Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2025 J jnl
s3: You Don't Need That Much Data to Train a Search Agent via RL.
CoRR
Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2024 J jnl
Automated Construction of Theme-specific Knowledge Graphs.
CoRR
Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han
2024 J jnl
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.
CoRR
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han
2024 A* conf
Topic-Oriented Open Relation Extraction with A Priori Seed Generation.
EMNLP
Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han
2023 — conf
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.
EMNLP (Demos)
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 D. Burke, Huimin Zhao, Jiawei Han
2023 A conf
Taxonomy-Guided Fine-Grained Entity Set Expansion.
SDM
Jinfeng Xiao, Mohab Elkaref, Nathan Herr, Geeth de Mel, Jiawei Han
2022 — conf
Knowledge-Rich Self-Supervision for Biomedical Entity Linking.
EMNLP (Findings)
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
2022 — conf
REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification.
BIBM
Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Cherrice Loving, Heng Ji, Martin D. Burke, Jiawei Han
2021 — conf
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision.
EMNLP (1)
Xuan Wang, Vivian Hu, Xiangchen Song, Shweta Garg, Jinfeng Xiao, Jiawei Han
2021 — conf
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.
BIBM
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021 J jnl
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.
CoRR
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021 J jnl
Knowledge-Rich Self-Supervised Entity Linking.
CoRR
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
2021 — conf
Open-Domain Question Answering with Pre-Constructed Question Spaces.
NAACL-HLT (Student Research Workshop)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2021 B conf
Scaling Up Data Science Course Projects: A Case Study.
L@S
Bhavya, Jinfeng Xiao, ChengXiang Zhai
2020 — conf
Electromagnetic Parameters Optimization Design of Industrial DC Transformer Based on Improved Genetic Algorithm.
ICCT
Li Hai, Jinfeng Xiao
2020 Misc conf
Leveraging Personalized Sentiment Lexicons for Sentiment Analysis.
ICTIR
Dominic Seyler, Jiaming Shen, Jinfeng Xiao, Yiren Wang, ChengXiang Zhai
2020 J jnl
Open-Domain Question Answering with Pre-Constructed Question Spaces.
CoRR
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2019 A conf
Query-Specific Knowledge Summarization with Entity Evolutionary Networks.
CIKM
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
2019 J jnl
Query-Specific Knowledge Summarization with Entity Evolutionary Networks.
CoRR
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han
2018 J jnl
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.
IEEE Trans. Knowl. Data Eng.
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han
2018 A* conf
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.
SIGIR
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
2018 J jnl
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.
CoRR
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han
2018 Misc conf
Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action.
PSB
Yunan Luo, Sheng Wang, Jinfeng Xiao, Jian Peng
2018 J jnl
SigMat: a classification scheme for gene signature matching.
Bioinform.
Jinfeng Xiao, Charles Blatti, Saurabh Sinha
2016 J jnl
DPPred: An Effective Prediction Framework with Concise Discriminative Patterns.
CoRR
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han