Tianqi Chen

发表

Optimizing top-n collaborative filtering via dynamic negative item sampling

Jun Wang, Yong Yu, Weinan Zhang, 2013, SIGIR.

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning pdf

Haichen Shen, Thierry Moreau, Luis Ceze, 2018 .

Irreversible samplers from jump and continuous Markov processes

Lei Wu, Tianqi Chen, Emily B. Fox, 2016, Stat. Comput..

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning

Haichen Shen, Thierry Moreau, Meghan Cowan, 2018, OSDI.

PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research

Yiran Chen, Thierry Moreau, Tianqi Chen, 2018, ReQuEST@ASPLOS.

General Functional Matrix Factorization Using Gradient Boosting

Qiang Yang, Yong Yu, Hang Li, 2013, ICML.

Informative household recommendation with feature-based matrix factorization

Diyi Yang, Yong Yu, Weinan Zhang, 2011, CAMRa '11.

Empirical Evaluation of Rectified Activations in Convolutional Network pdf

Tianqi Chen, Mu Li, Bing Xu, 2015, ArXiv.

A Complete Recipe for Stochastic Gradient MCMC

Tianqi Chen, Emily B. Fox, Yi-An Ma, 2015, NIPS.

Efficient Deep Learning Inference on Edge Devices

Tianqi Chen, Ziheng Jiang, Mu Li, 2018 .

Cortex: A Compiler for Recursive Deep Learning Models pdf

Tianqi Chen, Pratik Fegade, Phillip B. Gibbons, 2020, MLSys.

Collaborative filtering with short term preferences mining

Diyi Yang, Yong Yu, Weinan Zhang, 2012, SIGIR '12.

Relay: A High-Level IR for Deep Learning pdf

Thierry Moreau, Tianqi Chen, Jared Roesch, 2019, ArXiv.

Simultaneously estimating frequency and direction of coherent signal via an array triplet in motion

Xin Su, Tianqi Chen, Xin Su, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Higgs Boson Discovery with Boosted Trees

Tianqi Chen, Tong He, Tianqi Chen, 2014, HEPML@NIPS.

Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models

Qiang Yang, Yong Yu, Tianqi Chen, 2012, KDD Cup.

Learning to Optimize Tensor Programs

Thierry Moreau, Luis Ceze, Tianqi Chen, 2018, NeurIPS.

Discriminative Factor Alignment across Heterogeneous Feature Space

Qiang Yang, Yong Yu, Tianqi Chen, 2012, ECML/PKDD.

Combining Factorization Model and Additive Forest for Collaborative Followee Recommendation

Diyi Yang, Tianqi Chen, Weihao Kong, 2012 .

Design and Research on the Special System for High Efficient Manufacturing of Blisk Based on UG

Tianqi Chen, Li Liu, Rui Guan, 2016 .

ADARES: Adaptive Resource Management for Virtual Machines pdf

Karan Gupta, Tianqi Chen, Arvind Krishnamurthy, 2018, ArXiv.

Serendipitous Personalized Ranking for Top-N Recommendation

Diyi Yang, Yong Yu, Weinan Zhang, 2012, 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

Local implicit feedback mining for music recommendation

Diyi Yang, Yong Yu, Weinan Zhang, 2012, RecSys.

Optimizing Deep Learning Workloads on ARM GPU with TVM

Tianqi Chen, Lanmin Zheng, Tianqi Chen, 2018, ReQuEST@ASPLOS.

Feature-Based Matrix Factorization pdf

Yong Yu, Weinan Zhang, Tianqi Chen, 2011, ArXiv.

Dynamic Tensor Rematerialization pdf

Tianqi Chen, Jared Roesch, Zachary Tatlock, 2020, ArXiv.

Dynamical Decomposition of Markov Processes without Detailed Balance

Tianqi Chen, Ping Ao, Jianghong Shi, 2013 .

A Parallel and Efficient Algorithm for Learning to Match

Yong Yu, Hang Li, Tianqi Chen, 2014, 2014 IEEE International Conference on Data Mining.

Collaborative personalized tweet recommendation

Yong Yu, Tianqi Chen, Ou Jin, 2012, SIGIR '12.

Net2Net: Accelerating Learning via Knowledge Transfer pdf

Tianqi Chen, Jonathon Shlens, Ian J. Goodfellow, 2015, ICLR.

Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference

Thierry Moreau, Luis Ceze, Tianqi Chen, 2018, ReQuEST@ASPLOS.

SVDFeature: a toolkit for feature-based collaborative filtering

Yong Yu, Weinan Zhang, Tianqi Chen, 2012, J. Mach. Learn. Res..

Transfer learning for behavioral targeting

Zheng Chen, Tianqi Chen, Jun Yan, 2010, WWW '10.

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems pdf

Zheng Zhang, Tianqi Chen, Mu Li, 2015, ArXiv.

Graph Optimizer Tensor Optimizer VTA JIT Runtime VTA ISA VTA MicroArchitecture pdf

Thierry Moreau, Luis Ceze, Tianqi Chen, 2018 .

Semi-Supervised Technical Term Tagging With Minimal User Feedback

Paul Buitelaar, Behrang Q. Zadeh, Tianqi Chen, 2012, LREC.

A time-driven transmission method for well logging networks

Wei Chen, Qun Li, Tianqi Chen, 2009 .

Stochastic Gradient Hamiltonian Monte Carlo pdf

Tianqi Chen, Emily B. Fox, Carlos Guestrin, 2014, ICML.

Relation of a New Interpretation of Stochastic Differential Equations to Ito Process

Tianqi Chen, Ping Ao, Jianghong Shi, 2011, 1111.2987.

Training Deep Nets with Sublinear Memory Cost pdf

Tianqi Chen, Bing Xu, Carlos Guestrin, 2016, ArXiv.

Feature Based Informative Model for Discriminating Favorite Items from Unrated Ones

Yongqiang Wang, Diyi Yang, Yong Yu, 2012, APWeb.

Relay: A High-Level Compiler for Deep Learning

Thierry Moreau, Tianqi Chen, Jared Roesch, 2019 .

Efficient Second-Order Gradient Boosting for Conditional Random Fields

Ben Taskar, Tianqi Chen, Carlos Guestrin, 2015, AISTATS.

Automating Generation of Low Precision Deep Learning Operators pdf

Thierry Moreau, Meghan Cowan, Luis Ceze, 2018, ArXiv.

Relay: a new IR for machine learning frameworks

Tianqi Chen, Jared Roesch, Zachary Tatlock, 2018, MAPL@PLDI.

An end to end IR stack for deep learning systems

Tianqi Chen, Tianqi Chen, 2017, TiML '17.

XGBoost: A Scalable Tree Boosting System

Tianqi Chen, Carlos Guestrin, Carlos Guestrin, 2016, KDD.

Automated Backend-Aware Post-Training Quantization pdf

Luis Ceze, Tianqi Chen, Ziheng Jiang, 2021, ArXiv.

ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense pdf

Alfred Hero, Tianqi Chen, Sijia Liu, 2021, ArXiv.

Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda

Tianqi Chen, Ping Ao, Wei Tian, 2015, Scientific Reports.

Understand the noise of CI expression in phage λ lysogen

Tianqi Chen, Ping Ao, Youfang Cao, 2012, Proceedings of the 31st Chinese Control Conference.