Baidu Research

Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification

The 5th Clinical Natural Language Processing Workshop

Jiamin Chen, Xuhong Li, Junting Xi, Lei Yu, and Haoyi Xiong

Data Science and Data Mining
AA-Forecast: Anomaly-Aware Forecast for Extreme Events

Data Mining and Knowledge Discovery

Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, and Zhishan Guo

Data Science and Data Mining
Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical Graph Neural Network

IEEE Transactions on Knowledge and Data Engineering

Jindong Han, Hao Liu, Haoyi Xiong, and Jing Yang

Data Science and Data Mining
AFCS: Aggregation-Free Spatial-Temporal Mobile Community Sensing

IEEE Transactions on Mobile Computing

Jiang Bian, Haoyi Xiong, Zhiyuan Wang, Jingbo Zhou, Shilei Ji, Hongyang Chen, Daqing Zhang, and Dejing Dou

Data Science and Data Mining
Mitigating Confounding and Selection Biases in Personalized Recommendation: A Causal Approach

Big data 2023

Wen Huang(University of Arkansas),Jingbo Zhou(Baidu),Xintao Wu(University of Arkansas), and Dejing Dou(BCG X)

Data Science and Data Mining
A Scalable Open-Source System for Segmenting Urban Areas with Road Networks

WSDM 2024

Ming Zhang,Yanyan Li,Jianguo Duan,Jizhou Huang,Jingbo Zhou

Data Science and Data Mining
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-modal Recurrent Graph Auto-Encoder

AAAI 2024

Qiang Zhou(Nanjing University Of Aeronautics And Astronautics),xinjiang Lu(Baidu),Jingjing Gu(Nanjing University Of Aeronautics And Astronautics),Zhe Zheng(Nanjing University Of Aeronautics And Astronautics),Bo Jin(Dalian University of Technology),Jingbo Zhou(Baidu)

Data Science and Data Mining
An Efficient Transfer Learning Assisted Global Optimization Scheme for Analog/RF Circuits

ASP-DAC 2024

Zhikai Wang (Tsinghua), Jingbo Zhou (Baidu), Xiaosen Liu (Tsinghua), Yan Wang(Tsinghua)

Data Science and Data Mining
A Multi-level Attentive Embedding Framework for Proposal Teamwork Analysis in Voting-oriented System

APWeb 2023

Rui Zha(USTC),Ding Zhou(USTC),Le Zhang(Baidu),Tong Xu(USTC)

Data Science and Data Mining
Combo-Attention Network for Baidu Video Advertising

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2020

Tan Yu, Yi Yang, Yi Li, Xiaodong Chen, Mingming Sun, Ping Li

Data Science and Data Mining
SONG: Approximate Nearest Neighbor Search on GPU

IEEE International Conference on Data Engineering (ICDE) 2020

Weijie Zhao, Shulong Tan and Ping Li

Data Science and Data Mining
Two-Phase Scheduling for Efficient Vehicle Sharing

IEEE Transactions on Intelligent Transportation Systems (TITS) 2020

Ji Liu, Carlyna Bondiombouy, Lei Mo, Patrick Valduriez

Data Science and Data Mining,Business Intelligence
Improved Touch-screen Inputting Using Sequence-level Prediction Generation

WWW 2020

Xin Wang, Xu Li, Jinxing Yu, Mingming Sun, Ping Li

Data Science and Data Mining
Fast Item Ranking under Neural Network based Measures

WSDM 2020

Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li

Data Science and Data Mining
Möbius Transformation for Fast Inner Product Search on Graph

NeurIPS 2019

Zhixin Zhou, Shulong Tan, Zhaozhuo Xu and Ping Li

Data Science and Data Mining
Random Projections with Asymmetric Quantization

NeurIPS 2019

Xiaoyun Li and Ping Li

Data Science and Data Mining
On Efficient Retrieval of Top Similarity Vectors

EMNLP 2019

Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li

Data Science and Data Mining
Hierarchical Multi-Task Word Embedding Learning for Synonym Prediction

KDD 2019

Hongliang Fei, Shulong Tan, Ping Li

Data Science and Data Mining
MOBIUS: Towards the Next Generation of Query-Ad Matching in Baidu’s Sponsored Search

KDD 2019

Miao Fan, Jiacheng Guo, Shuai Zhu, Shuo Miao, Mingming Sun, Ping Li

Data Science and Data Mining
Large Scale Semantic Indexing with Deep Level-wise Extreme Multi-label Learning

WWW 2019

Dingcheng Li, Jingyuan Zhang, Ping Li

Data Science and Data Mining
Product-Aware Helpfulness Prediction of Online Reviews

WWW 2019

Miao Fan, Chao Feng, Lin Guo, Mingming Sun, Ping Li

Data Science and Data Mining
TMSA: A Mutual Learning Model for Topic Discovery and Word Embedding

SDM 2019

Dingcheng Li, Jingyuan Zhang, Ping Li

Data Science and Data Mining
Reading Customer Reviews to Answer Product-related Questions

SDM 2019

Miao Fan, Chao Feng, Mingming Sun, Ping Li, Haifeng Wang

Data Science and Data Mining
Representation Learning for Question Classification via Topic Sparse Autoencoder and Entity Embedding

IEEE Big Data 2018

Dingcheng Li, Jingyuan Zhang, Ping Li

Data Science and Data Mining
Knowledge Graph Embedding Based Question Answering

WSDM 2019

Xiao Huang, Jingyuan Zhang, Dingcheng Li, Ping Li

Data Science and Data Mining
Efficient Detection of Soft Concatenation Mapping

TKDE2018

Hao Liu, Jiang Xiao, Haoyu Tan, Qiong Luo, Jintao Zhao, Lionel M. N

Data Science and Data Mining
Collaborative Multi-objective Ranking

CIKM 2018

Jun Hu and Ping Li

Data Science and Data Mining
FastInput: Improving Input Efficiency on Mobile Devices

CIKM 2018

Jingyuan Zhang, Xin Wang, Yue Feng, Mingming Sun, and Ping Li

Data Science and Data Mining
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain

EMNLP 2018

Mingming Sun, Xu Li, and Ping Li

Data Science and Data Mining
Interactions Modeling in Multi-Task Multi-View Learning with Consistent Task Diversity

CIKM 2018

Xiaoli Li, Jun Huan

Data Science and Data Mining,Machine Learning and Deep Learning
Connecting Emerging Relationships from News via Tensor Factorization

IEEE International Conference on Big Data 2017

Jingyuan Zhang, Chun-Ta Lu, Bokai Cao, Yi Chang, Philip S. Yu

Data Science and Data Mining
Mapping Client Messages to a Unified Data Model with Mixture Feature Embedding Convolutional Neural Network

BIBM 2017

Li, Dingcheng, Peini Liu, Ming Huang, Yu Gu, Yue Zhang, Xiaodi Li, Daniel Dean, Xiaoxi Liu, Jingmin Xu, Hui Lei and Yaoping Ruan

Data Science and Data Mining
Du-Parking: Spatio-Temporal Big Data Tells You Realtime Parking Availability

KDD 2018

Yuecheng Rong, Zhimian Xu, Ruibo Yan, Xu Ma

Data Science and Data Mining
R²SDH: Robust Rotated Supervised Discrete Hashing

KDD 2018

Jie Gui, Ping Li

Data Science and Data Mining
De-Biasing Covariance-Regularized Discriminant Analysis

IJCAI 2018

Haoyi Xiong, Wei Cheng, Yanjie Fu, Jiang Bian, Wenqinghu and Zhishan Guo

Data Science and Data Mining,Machine Learning and Deep Learning
A Generic Inverted Index Framework for Similarity Search on the GPU

ICDE 2018

Jingbo Zhou, Qi Guo, H. V. Jagadish, Lubos Krcal, Siyuan Liu, Wenhao Luan, Anthony K. H. Tungy, Yueji Yangy, Yuxin Zheng

Data Science and Data Mining
Simple strategies for recovering inner products from coarsely quantized random projections

NIPS 2017

Ping Li, Martin Slawski

Data Science and Data Mining
Collaborative Filtering via Additive Ordinal Regression

WSDM 2018

Jun Hu, Ping Li

Data Science and Data Mining