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Yu Zhang
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Year
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning
X Wang, Y Zhang, X Ren, Y Zhang, M Zitnik, J Shang, C Langlotz, J Han
Bioinformatics 35 (10), 1745-1752, 2019
2902019
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark
C Yang*, Y Xiao*, Y Zhang*, Y Sun, J Han
IEEE TKDE 34 (10), 4854-4873, 2022
288*2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Y Meng, J Huang, Y Zhang, J Han
NeurIPS 2022, 2022
1252022
Discriminative Topic Mining via Category-Name Guided Text Embedding
Y Meng, J Huang, G Wang, Z Wang, C Zhang, Y Zhang, J Han
WWW 2020, 2121-2132, 2020
732020
Weakly-supervised Relation Extraction by Pattern-enhanced Embedding Learning
M Qu, X Ren, Y Zhang, J Han
WWW 2018, 1257-1266, 2018
652018
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
Y Meng, Y Zhang, J Huang, X Wang, Y Zhang, H Ji, J Han
EMNLP 2021, 10367–10378, 2021
622021
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding
Y Meng, Y Zhang, J Huang, Y Zhang, C Zhang, J Han
KDD 2020, 1908-1917, 2020
592020
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories
Y Zhang, FF Xu, S Li, Y Meng, X Wang, Q Li, J Han
ICDM 2019, 876-885, 2019
482019
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations
Y Meng, Y Zhang, J Huang, Y Zhang, J Han
WWW 2022, 3143-3152, 2022
472022
Open Information Extraction with Meta-pattern Discovery in Biomedical Literature
X Wang, Y Zhang, Q Li, Y Chen, J Han
ACM BCB 2018, 291-300, 2018
332018
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
Y Meng, M Michalski, J Huang, Y Zhang, T Abdelzaher, J Han
ICML 2023, 24457-24477, 2023
312023
Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion
X Wang, Y Zhang, Q Li, X Ren, J Shang, J Han
BIBM 2019, 496-503, 2019
312019
Minimally Supervised Categorization of Text with Metadata
Y Zhang, Y Meng, J Huang, FF Xu, X Wang, J Han
SIGIR 2020, 1231-1240, 2020
302020
Multiscale Online Media Simulation with SocialCube
T Abdelzaher, J Han, Y Hao, A Jing, D Liu, S Liu, HH Nguyen, DM Nicol, ...
Computational and Mathematical Organization Theory 26 (2), 145-174, 2020
302020
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification
Y Zhang, Z Shen, CH Wu, B Xie, J Hao, YY Wang, K Wang, J Han
WWW 2022, 3162-3173, 2022
292022
MATCH: Metadata-Aware Text Classification in A Large Hierarchy
Y Zhang, Z Shen, Y Dong, K Wang, J Han
WWW 2021, 3246-3257, 2021
282021
Patton: Language Model Pretraining on Text-Rich Networks
B Jin, W Zhang, Y Zhang, Y Meng, X Zhang, Q Zhu, J Han
ACL 2023, 7005-7020, 2023
222023
Hierarchical Metadata-Aware Document Categorization under Weak Supervision
Y Zhang, X Chen, Y Meng, J Han
WSDM 2021, 770–778, 2021
212021
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks
B Jin, Y Zhang, Q Zhu, J Han
KDD 2023, 1020-1031, 2023
19*2023
RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation
Y Zhang, W Wei, B Huang, KM Carley, Y Zhang
CIKM 2017, 2423-2426, 2017
172017
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