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Ziniu Hu
Ziniu Hu
Postdoc at Caltech & Researcher at Google DeepMind
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
Heterogeneous Graph Transformer
Z Hu, Y Dong, K Wang, Y Sun
WWW 2020, 2020
11072020
GPT-GNN: Generative Pre-Training of Graph Neural Networks
Z Hu, Y Dong, K Wang, KW Chang, Y Sun
KDD 2020 (Oral), 2020
4842020
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction
Z Hu, W Liu, J Bian, X Liu, TY Liu
WSDM 2018, 2018
3642018
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks
D Zou, Z Hu, Y Wang, S Jiang, Y Sun, Q Gu
NeurIPS 2019, 2019
2972019
Motif-Driven Contrastive Learning of Graph Representations
S Zhang, Z Hu, A Subramonian, Y Sun
IEEE Transactions on Knowledge and Data Engineering, 2024
121*2024
Heterogeneous Network Representation Learning
Y Dong, Z Hu, K Wang, Y Sun, J Tang
IJCAI 2020, 2020
1132020
Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm
Z Hu, Y Wang, Q Peng, H Li
WWW 2019, 2019
1062019
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification
Z Chen, S Shen, Z Hu, X Lu, Q Mei, X Liu
WWW 2019 (Best Paper Award), 2019
832019
Few-Shot Representation Learning for Out-Of-Vocabulary Words
Z Hu, T Chen, KW Chang, Y Sun
ACL 2019, 2019
792019
Improving Neural Language Generation with Spectrum Control
L Wang, J Huang, K Huang, Z Hu, G Wang, Q Gu
ICLR 2020, 2020
772020
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs
X Chen, Z Hu, Y Sun
AAAI 2022 (Oral), 2022
682022
Scenic: A jax library for computer vision research and beyond
M Dehghani, A Gritsenko, A Arnab, M Minderer, Y Tay
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
682022
Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning
T Wei, Z Wu, R Li, Z Hu, F Feng, X He, Y Sun, W Wang
ICDM 2020, 2020
612020
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
Z Hu, A Iscen, C Sun, Z Wang, KW Chang, Y Sun, C Schmid, DA Ross, ...
CVPR 2023 (highlight), 2022
472022
Aladdin: Automating release of deep-link apis on android
Y Ma, Z Hu, Y Liu, T Xie, X Liu
WWW 2018, 2018
46*2018
Scibench: Evaluating college-level scientific problem-solving abilities of large language models
X Wang, Z Hu, P Lu, Y Zhu, J Zhang, S Subramaniam, AR Loomba, ...
arXiv preprint arXiv:2307.10635, 2023
432023
Unsupervised pre-training of graph convolutional networks
Z Hu, C Fan, T Chen, KW Chang, Y Sun
ICLR 2019 Workshop: Representation Learning on Graphs and Manifolds, 2019
39*2019
Empowering Language Models with Knowledge Graph Reasoning for Question Answering
Z Hu, Y Xu, W Yu, S Wang, Z Yang, C Zhu, KW Chang, Y Sun
EMNLP 2022 (Best Paper Award at SoCal-NLP'22), 2022
37*2022
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
D Yin, LH Li, Z Hu, N Peng, KW Chang
EMNLP 2021 (Oral), 2021
332021
Towards Release Strategy Optimization for Apps in Google Play
S Shen, X Lu, Z Hu, X Liu
Internetware 2017, 2017
242017
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