Sean (Xiang) Ren
Sean (Xiang) Ren
Viterbi Early Career Chair & Associate Professor, University of Southern California
Verified email at - Homepage
Cited by
Cited by
Hierarchical Graph Representation Learning with Differentiable Pooling
R Ying, J You, C Morris, X Ren, WL Hamilton, J Leskovec
NeurIPS 2018, 2018
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
J You, R Ying, X Ren, WL Hamilton, J Leskovec
ICML 2018, 2018
Personalized Entity Recommendation: A Heterogeneous Information Network Approach
X Yu, X Ren, Y Sun, Q Gu, B Sturt, U Khandelwal, B Norick, J Han
WSDM 2014, 2014
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
Dynamic network embedding by modeling triadic closure process
L Zhou, Y Yang, X Ren, F Wu, Y Zhuang
AAAI 2018, 2018
Kagnet: Knowledge-aware graph networks for commonsense reasoning
BY Lin, X Chen, J Chen, X Ren
EMNLP 2019 (Oral), 2019
Empower Sequence Labeling with Task-Aware Neural Language Model
L Liu, J Shang, X Ren, F Xu, H Gui, J Peng, J Han
AAAI 2018, 2018
Automated phrase mining from massive text corpora
J Shang, J Liu, M Jiang, X Ren, CR Voss, J Han
IEEE TKDE 30 (10), 1825-1837, 2018
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs
W Jin, M Qu, X Jin, X Ren
EMNLP 2020, 2020
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning
BY Lin, M Shen, Y Xing, P Zhou, X Ren
Findings of EMNLP 2020, 2020
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases
X Ren, Z Wu, W He, M Qu, CR Voss, H Ji, TF Abdelzaher, J Han
WWW 2017, 2017
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, 2018
Mining Quality Phrases from Massive Text Corpora
J Liu, J Shang, C Wang, X Ren, J Han
SIGMOD 2015, 2015
Learning Named Entity Tagger using Domain-Specific Dictionary
J Shang, L Liu, X Ren, X Gu, T Ren, J Han
EMNLP 2018, 2018
Jointly learning explainable rules for recommendation with knowledge graph
W Ma, M Zhang, Y Cao, W Jin, C Wang, Y Liu, S Ma, X Ren
The world wide web conference, 1210-1221, 2019
Recommendation in Heterogeneous Information Networks with Implicit User Feedback
X Yu, X Ren, Y Sun, B Sturt, U Khandelwal, Q Gu, B Norick, J Han
RecSys 2013, 2013
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
Y Feng, X Chen, BY Lin, P Wang, J Yan, X Ren
EMNLP 2020, 2020
An attention-based collaboration framework for multi-view network representation learning
M Qu, J Tang, J Shang, X Ren, M Zhang, J Han
CIKM, 1767-1776, 2017
Faith and fate: Limits of transformers on compositionality
N Dziri, X Lu, M Sclar, XL Li, L Jiang, BY Lin, S Welleck, P West, ...
Advances in Neural Information Processing Systems 36, 2024
Collaborative Filtering with Entity Similarity Regularization in Heterogeneous Information Networks
X Yu, X Ren, Q Gu, Y Sun, J Han
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