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Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces


Jan 01, 2022
Hao Liu, Haizhao Yang, Minshuo Chen, Tuo Zhao, Wenjing Liao


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Learning to Walk with Dual Agents for Knowledge Graph Reasoning


Dec 23, 2021
Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong


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Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment


Dec 01, 2021
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen


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Neural Collaborative Graph Machines for Table Structure Recognition


Nov 26, 2021
Hao Liu, Xin Li, Bing Liu, Deqiang Jiang, Yinsong Liu, Bo Ren

* Tech report 

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NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition


Nov 25, 2021
Hao Liu, Xinghua Jiang, Xin Li, Zhimin Bao, Deqiang Jiang, Bo Ren

* Tech report 

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Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark


Nov 25, 2021
Qian Yin, Qingyong Hu, Hao Liu, Feng Zhang, Yingqian Wang, Zaiping Lin, Wei An, Yulan Guo

* This paper has been accepted by IEEE Transactions on Geoscience and Remote Sensing. Qian Yin and Qingyong Hu have equal contributions to this work and are co-first authors. The dataset is available at https://github.com/QingyongHu/VISO 

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Enhanced Fast Boolean Matching based on Sensitivity Signatures Pruning


Nov 11, 2021
Jiaxi Zhang, Liwei Ni, Shenggen Zheng, Hao Liu, Xiangfu Zou, Feng Wang, Guojie Luo

* To be appeared in ICCAD'21 

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Generalized Data Weighting via Class-level Gradient Manipulation


Oct 29, 2021
Can Chen, Shuhao Zheng, Xi Chen, Erqun Dong, Xue Liu, Hao Liu, Dejing Dou

* 17 pages, 8 figures, accepted by NeurIPS 2021 for a poster session, camera-ready version, initial submission to arXiv 

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URLB: Unsupervised Reinforcement Learning Benchmark


Oct 28, 2021
Michael Laskin, Denis Yarats, Hao Liu, Kimin Lee, Albert Zhan, Kevin Lu, Catherine Cang, Lerrel Pinto, Pieter Abbeel

* Code for the Unsupervised Reinforcement Learning Benchmark is available at https://github.com/rll-research/url_benchmark 

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Emoji-aware Co-attention Network with EmoGraph2vec Model for Sentiment Anaylsis


Oct 27, 2021
Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Hao Liu

* arXiv admin note: text overlap with arXiv:2110.14227 

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Emoji-based Co-attention Network for Microblog Sentiment Analysis


Oct 27, 2021
Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Hao Liu


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Spatial-Temporal Transformer for 3D Point Cloud Sequences


Oct 19, 2021
Yimin Wei, Hao Liu, Tingting Xie, Qiuhong Ke, Yulan Guo

* WACV2022 

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A Multimodal Sentiment Dataset for Video Recommendation


Sep 17, 2021
Hongxuan Tang, Hao Liu, Xinyan Xiao, Hua Wu

* 6 pages, 4 figures 

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Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks


Sep 10, 2021
Hao Liu, Minshuo Chen, Tuo Zhao, Wenjing Liao

* ICML2021, 6770-6780 

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DuTrust: A Sentiment Analysis Dataset for Trustworthiness Evaluation


Sep 07, 2021
Lijie Wang, Hao Liu, Shuyuan Peng, Hongxuan Tang, Xinyan Xiao, Ying Chen, Hua Wu, Haifeng Wang


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APS: Active Pretraining with Successor Features


Aug 31, 2021
Hao Liu, Pieter Abbeel

* Appeared in ICML 2021 

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A Sentiment Analysis Dataset for Trustworthiness Evaluation


Aug 30, 2021
Lijie Wang, Hao Liu, Shuyuan Peng, Hongxuan Tang, Xinyan Xiao, Ying Chen, Hua Wu


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Knowledge accumulating: The general pattern of learning


Aug 09, 2021
Zhuoran Xu, Hao Liu


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An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications in Surface Smoothing and Imaging


Aug 04, 2021
Hao Liu, Xue-Cheng Tai, Roland Glowinski


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MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal


Aug 02, 2021
Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong

* 11 pages, SIGKDD-2021 

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Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search


Jun 08, 2021
Ziyu Guan, Hongchang Wu, Qingyu Cao, Hao Liu, Wei Zhao, Sheng Li, Cai Xu, Guang Qiu, Jian Xu, Bo Zheng


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JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu


Jun 03, 2021
Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong

* Accepted to SIGKDD 2021 applied data science track 

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Vehicle Re-identification Method Based on Vehicle Attribute and Mutual Exclusion Between Cameras


Apr 30, 2021
Junru Chen, Shiqing Geng, Yongluan Yan, Danyang Huang, Hao Liu, Yadong Li


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Multi-modal Trajectory Prediction for Autonomous Driving with Semantic Map and Dynamic Graph Attention Network


Mar 30, 2021
Bo Dong, Hao Liu, Yu Bai, Jinbiao Lin, Zhuoran Xu, Xinyu Xu, Qi Kong

* NIPS2020 Workshop on Machine Learning for Autonomous Driving 

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Behavior From the Void: Unsupervised Active Pre-Training


Mar 12, 2021
Hao Liu, Pieter Abbeel

* Corrected typos. Content unchanged 

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PML: Progressive Margin Loss for Long-tailed Age Classification


Mar 03, 2021
Zongyong Deng, Hao Liu, Yaoxing Wang, Chenyang Wang, Zekuan Yu, Xuehong Sun

* Accepted at CVPR2021 

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Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning


Feb 15, 2021
Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong

* 12 pages, 10 figures 

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Out-of-Town Recommendation with Travel Intention Modeling


Feb 06, 2021
Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong

* Accepted by AAAI-2021 

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