Ziniu Hu

发表

Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning

Nanyun Peng, Kai-Wei Chang, Da Yin, 2021, EMNLP.

Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification

Xuanzhe Liu, Qiaozhu Mei, Sheng Shen, 2018, WWW.

DroidLink: Automated Generation of Deep Links for Android Apps pdf

Xuanzhe Liu, Gang Huang, Yun Ma, 2016, ArXiv.

Through the Castle Tunnels: an Empirical Study of Inter-App Navigation Behaviors of Android Users

Xuanzhe Liu, Q. Mei, Yun Ma, 2017 .

Fuzzy Logic based Logical Query Answering on Knowledge Graph

Yizhou Sun, Ziniu Hu, X. Chen, 2021, AAAI.

Demystifying Graph Neural Network Via Graph Filter Assessment

Yizhou Sun, Ziniu Hu, Yusong Ye, 2019 .

Improving Multi-Task Generalization via Regularizing Spurious Correlation

Ed H. Chi, Lichan Hong, Xinyang Yi, 2022, ArXiv.

Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning

Wei Wang, Yizhou Sun, Xiangnan He, 2020, 2020 IEEE International Conference on Data Mining (ICDM).

Improving Multi-Task Generalization via Regularizing Spurious Correlation

Ed H. Chi, Lichan Hong, Xinyang Yi, 2022, NeurIPS.

Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering

Kai-Wei Chang, Yizhou Sun, Shuohang Wang, 2022, EMNLP.

Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering

Kai-Wei Chang, Yizhou Sun, Shuohang Wang, 2022, EMNLP.

Roaming Through the Castle Tunnels

Li Zhou, Xuanzhe Liu, Qiaozhu Mei, 2020, ACM Trans. Web.

Roaming across the Castle Tunnels: an Empirical Study of Inter-App Navigation Behaviors of Android Users pdf

Yun Ma, Jian Tang, Qiaozhu Mei, 2017, ArXiv.

Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction

Tie-Yan Liu, Xuanzhe Liu, Ziniu Hu, 2017, WSDM.

REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory

David A. Ross, C. Schmid, Chen Sun, 2022, ArXiv.

Heterogeneous Graph Transformer

Yizhou Sun, Yuxiao Dong, Kuansan Wang, 2020, WWW.

GPT-GNN: Generative Pre-Training of Graph Neural Networks

Yizhou Sun, Yuxiao Dong, Kuansan Wang, 2020, KDD.

Pre-Training Graph Neural Networks for Generic Structural Feature Extraction pdf

Yizhou Sun, Changjun Fan, Kai-Wei Chang, 2019, ArXiv.

Motif-Driven Contrastive Learning of Graph Representations pdf

Ziniu Hu, Arjun Subramonian, Yizhou Sun, 2020, AAAI.

Raw Tweets Emoji Tweets Word 2 Vec Sentence Representation Model Word Embeddings Representation Learning : Source Language Representation Learning : Target Language Labeled English Docs Supervised Learning Emoji Tweets Word 2 Vec Word EmbeddingsMachine Translate Classification Model

Sheng Shen, Xuanzhe Liu, Xuan Lu, 2019 .

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

Yizhou Sun, Song Jiang, Quanquan Gu, 2019, NeurIPS.

Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory

David A. Ross, C. Schmid, Chen Sun, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Improving Neural Language Generation with Spectrum Control

Jing Huang, Lingxiao Wang, Quanquan Gu, 2020, ICLR.

Heterogeneous Network Representation Learning

Yizhou Sun, Yuxiao Dong, Jie Tang, 2020, IJCAI.

Learning to Transfer via Modelling Multi-level Task Dependency

Yizhou Sun, Ziniu Hu, Haonan Wang, 2019 .

Vehicle-to-Infrastructure-Based Traffic Signal Optimization for Isolated Intersection

Ziniu Hu, Hongmao Qin, Zhihua Zhong, 2023, Sustainability.

ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation

J. Cong, Yizhou Sun, Ziniu Hu, 2023, 2305.10838.

AVIS: Autonomous Visual Information Seeking with Large Language Models

David A. Ross, C. Schmid, Chen Sun, 2023, 2306.08129.

A Novel Algorithm for Unbiased Learning to Rank pdf

Yang Wang, Qu Peng, Hang Li, 2018, ArXiv.

A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware

Yizhou Sun, Ziniu Hu, Yingyan Lin, 2023, ArXiv.

ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation

J. Cong, Yizhou Sun, Ziniu Hu, 2023, ArXiv.

Relation-Guided Pre-Training for Open-Domain Question Answering

Kai-Wei Chang, Ziniu Hu, Yizhou Sun, 2021, EMNLP.

MOTIF-Driven Contrastive Learning of Graph Representations

Yizhou Sun, Ziniu Hu, Shichang Zhang, 2021, AAAI.

Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm

Yang Wang, Qu Peng, Hang Li, 2018, WWW.

Towards Release Strategy Optimization for Apps in Google Play

Sheng Shen, Xuan Lu, Ziniu Hu, 2017, Internetware.

Learning to Group Auxiliary Datasets for Molecule

Ting Huang, Ziniu Hu, Rex Ying, 2023, NeurIPS.

Few-Shot Representation Learning for Out-Of-Vocabulary Words

Yizhou Sun, Kai-Wei Chang, Ting Chen, 2019, ACL.

Professional Basketball Player Behavior Synthesis via Planning with Diffusion

Wei Wang, P. Brantingham, Ziniu Hu, 2023, ArXiv.

Paladin: Automated Generation of Reproducible Test Cases for Android Apps

Xuanzhe Liu, Yun Ma, Xusheng Xiao, 2019, HotMobile.

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Jieyu Zhang, Yizhou Sun, Ziniu Hu, 2023, ArXiv.

Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification

Xuanzhe Liu, Xuan Lu, Q. Mei, 2018, ArXiv.

FaceOff: Assisting the Manifestation Design of Web Graphical User Interface

Yun Ma, Ziniu Hu, Shuyu Zheng, 2019, WSDM.

TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems

Ziniu Hu, Zijie Huang, Xiao Luo, 2023, 2310.06427.

AVIS: Autonomous Visual Information Seeking with Large Language Models

David A. Ross, C. Schmid, Chen Sun, 2023, ArXiv.

Motif-Driven Contrastive Learning of Graph Representations pdf

Yizhou Sun, Ziniu Hu, Shichang Zhang, 2020, ArXiv.