Jian Peng

发表

Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region Graphs

Tamir Hazan, Jian Peng, Amnon Shashua, 2012, UAI.

A conditional neural fields model for protein threading

Jian Peng, Sheng Wang, Jianzhu Ma, 2012, Bioinform..

Fragment-free approach to protein folding using conditional neural fields

Feng Zhao, Jian Peng, Jinbo Xu, 2010, Bioinform..

Research on the technology and feasibility of IP phone based on wide band

Jian Peng, Jinde Liu, 2001, 2001 International Conferences on Info-Tech and Info-Net. Proceedings (Cat. No.01EX479).

A time delay estimation approach based on compressed sensing in dense multipath environmenta

Jian Peng, Feng Wang, Chungui Tao, 2017, 2017 IEEE International Conference on Information and Automation (ICIA).

Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization

Jian Peng, ChengYue Gong, Qiang Liu, 2019, ICML.

Exact Hybrid Covariance Thresholding for Joint Graphical Lasso

Chao Yang, Jian Peng, Jinbo Xu, 2015, ECML/PKDD.

Metagenomic binning through low-density hashing

Bonnie Berger, Jian Peng, Jianyang Zeng, 2017, bioRxiv.

Jiawei Han, Jian Peng, Xikun Zhang, 2018, ECML/PKDD.

The design of the CMOS wireless bar code scanner applying optical system based on ZigBee

Jian Peng, Yuelin Chen, 2008, Applied Optics and Photonics China.

Learning Self-Imitating Diverse Policies pdf

Qiang Liu, Jian Peng, Tanmay Gangwani, 2018, ICLR.

Policy Optimization by Genetic Distillation

Jian Peng, Tanmay Gangwani, Jian Peng, 2017, ICLR.

A Network Integration Approach for Drug-Target Interaction Prediction and Computational Drug Repositioning from Heterogeneous Information

Jian Peng, Jianyang Zeng, Ligong Chen, 2017, RECOMB 2017.

ProSNet: integrating homology with molecular networks for protein function prediction

Jian Peng, Sheng Wang, Meng Qu, 2017, PSB.

Variational Inference for Crowdsourcing

Jian Peng, Qiang Liu, Alexander T. Ihler, 2012, NIPS.

Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks pdf

Jiawei Han, Jian Peng, Jialu Liu, 2016, ArXiv.

Learning an Effective Charging Scheme for Mobile Devices

Hongyi Wu, Jian Peng, Wenzheng Xu, 2020, 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Accelerating Nonconvex Learning via Replica Exchange Langevin diffusion pdf

Jian Peng, Zhaoran Wang, Yi Chen, 2020, ICLR.

Bermuda: de novo assembly of transcripts with new insights for handling uneven coverage

Jian Peng, Sheng Wang, Jianzhu Ma, 2015, BCB.

Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening pdf

Yang Liu, Jian Peng, Alexander G. Schwing, 2016, ICLR.

Compressive genomics for protein databases

Lenore Cowen, Bonnie Berger, Jian Peng, 2013, Bioinform..

Boosting Protein Threading Accuracy

Jian Peng, Jinbo Xu, Jian Peng, 2009, RECOMB.

A joint frequency and DOA estimation method based on two-layers compressed sensinga

Jian Peng, Feng Wang, Chungui Tao, 2017, 2017 IEEE International Conference on Information and Automation (ICIA).

Discovering What Dimensionality Reduction Really Tells Us About RNA-Seq Data

Bonnie Berger, Jian Peng, Sean Simmons, 2015, J. Comput. Biol..

Low-Norm Graph Embedding pdf

Aditya G. Parameswaran, Chao Zhang, Yihan Gao, 2018, ArXiv.

Evolutionary Context-Integrated Deep Sequence Modeling for Protein Engineering

Yang Liu, Jian Peng, Huimin Zhao, 2020, RECOMB.

Learning to Explore via Meta-Policy Gradient

Qiang Liu, Jian Peng, Liang Zhao, 2018, ICML.

Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action

Jian Peng, Jinfeng Xiao, Sheng Wang, 2018, PSB.

Large-Margin Classification in Hyperbolic Space

Bonnie Berger, Jian Peng, Hyunghoon Cho, 2018, AISTATS.

HiCluster: A Robust Single-Cell Hi-C Clustering Method Based on Convolution and Random Walk

Terrence J. Sejnowski, Jian Peng, Jesse R. Dixon, 2018 .

Learning to Explore with Meta-Policy Gradient pdf

Qiang Liu, Jian Peng, Liang Zhao, 2018, ICML 2018.

Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy pdf

Yuan Zhou, Qiang Liu, Jian Peng, 2019, ICLR.

Efficient Localized Inference for Large Graphical Models

Qiang Liu, Jian Peng, Jinglin Chen, 2018, IJCAI.

Learning structural motif representations for efficient protein structure search

Yang Liu, Jian Peng, Qing Ye, 2017, bioRxiv.

Estimating the Partition Function by Discriminance Sampling

John W. Fisher, Jian Peng, Qiang Liu, 2015, UAI.

Knowledge Flow: Improve Upon Your Teachers pdf

Jian Peng, Alexander G. Schwing, Iou-Jen Liu, 2019, ICLR.

Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields

Jian Peng, Sheng Wang, Jianzhu Ma, 2015, Scientific Reports.

Exploiting ontology graph for predicting sparsely annotated gene function

Bonnie Berger, Jian Peng, ChengXiang Zhai, 2015, Bioinform..

HapTree: A Novel Bayesian Framework for Single Individual Polyplotyping Using NGS Data

Bonnie Berger, Jian Peng, Emily Berger, 2014, RECOMB.

A Platform Based on CORBA for Open Networked Measurement System

Zhiqiang Li, Jian Peng, Xianggang Zhang, 2009, 2009 IEEE Circuits and Systems International Conference on Testing and Diagnosis.

On the Interpretability of Conditional Probability Estimates in the Agnostic Setting

Aditya G. Parameswaran, Yihan Gao, Jian Peng, 2015, AISTATS.

2016 Ieee International Conference on Big Data (big Data) Exploiting Temporal Divergence of Topic Distributions for Event Detection

Jian Peng, ChengXiang Zhai, Aston Zhang, 2022 .

A Probabilistic Graphical Model for Ab Initio Folding

Feng Zhao, Jian Peng, Jinbo Xu, 2009, RECOMB.

Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping

Yang Liu, Jian Peng, Alexander G. Schwing, 2018, ICLR.

Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks

Bonnie Berger, Jian Peng, Hyunghoon Cho, 2015, RECOMB.

Low-homology protein threading

Jian Peng, Jinbo Xu, Jian Peng, 2010, Bioinform..

Anchor Box Optimization for Object Detection

Lei Zhang, Jian Peng, Jianfeng Wang, 2018, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Sample-efficient Policy Optimization with Stein Control Variate pdf

Hao Liu, Jian Peng, Qiang Liu, 2017, ArXiv.

An improved ant colony foraging behavior modeling in the application of robot path planning problem

Jian Peng, Zhiwei Bao, 2016 .

HapTree: A Novel Bayesian Framework for Single Individual Polyplotyping Using NGS Data

Bonnie Berger, Jian Peng, Emily Berger, 2014, PLoS Comput. Biol..

A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization pdf

Jian Peng, Matus Telgarsky, Chao Zhang, 2019, ICML.

Protein 8-class secondary structure prediction using Conditional Neural Fields

Feng Zhao, Zhiyong Wang, Jian Peng, 2010, BIBM.

Energy-efficient Amortized Inference with Cascaded Deep Classifiers pdf

Yang Liu, Qiang Liu, Jian Peng, 2017, IJCAI.

Action-dependent Control Variates for Policy Optimization via Stein Identity

Hao Liu, Qiang Liu, Jian Peng, 2018, ICLR.

MACFP: Maximal Approximate Consecutive Frequent Pattern Mining under Edit Distance

Jiawei Han, Jian Peng, Jingbo Shang, 2016, SDM.

A Probabilistic and Continuous Model of Protein Conformational Space for Template-Free Modeling

Feng Zhao, Jian Peng, Jinbo Xu, 2010, J. Comput. Biol..

Learning Belief Representations for Imitation Learning in POMDPs

Jian Peng, Qiang Liu, Joel Lehman, 2019, UAI.

Detection of Complexes in Biological Networks Through Diversified Dense Subgraph Mining

Jiawei Han, Guangyu Zhou, Xiuli Ma, 2017, J. Comput. Biol..

Stochastic Variance Reduction for Policy Gradient Estimation pdf

Jian Peng, Qiang Liu, Tianbing Xu, 2017, ArXiv.

Genetic Policy Optimization pdf

Jian Peng, Tanmay Gangwani, Jian Peng, 2017, ICLR 2018.

Network-assisted target identification for haploinsufficiency and homozygous profiling screens

Jian Peng, Sheng Wang, Sheng Wang, 2017, PLoS Comput. Biol..

Stein Variational Policy Gradient pdf

Yang Liu, Jian Peng, Qiang Liu, 2017, UAI.

DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework

Jiawei Han, Jian Peng, Jingbo Shang, 2016, SDM.

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications

Tao Xie, Dongmei Zhang, Ting Liu, 2018, EMNLP.

Approximate Inference by Intersecting Semidefinite Bound and Local Polytope

Tamir Hazan, Jian Peng, Nathan Srebro, 2012, AISTATS.

emrQA: A Large Corpus for Question Answering on Electronic Medical Records pdf

Jian Peng, Preethi Raghavan, Jennifer J. Liang, 2018, EMNLP.

Conditional Neural Fields

Jian Peng, Jinbo Xu, Liefeng Bo, 2009, NIPS.

Scalable Visualization for High-dimensional Single-cell Data

Jian Peng, Juho Kim, Nate Russell, 2017, PSB.

Alignment of distantly related protein structures: algorithm, bound and implications to homology modeling

Jian Peng, Sheng Wang, Jinbo Xu, 2011, Bioinform..

Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling

Jian Peng, Sheng Wang, Jianzhu Ma, 2013, AISTATS.

Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients

Roded Sharan, Jian Peng, Marc Hafner, 2021, Nature Cancer.

Bayesian information sharing enhances detection of regulatory associations in rare cell types

Jian Peng, Hyunghoon Cho, Alexander P. Wu, 2021, Bioinform..

Toward building a transparent statistical model for improving crop yield prediction: Modeling rainfed corn in the U.S

Jian Peng, Bo Li, Kaiyu Guan, 2019, Field Crops Research.

Reconstructing spatial organizations of chromosomes through manifold learning

Jian Peng, Jianyang Zeng, Hailin Hu, 2018, Nucleic acids research.

Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach

Jung-Hsien Chiang, Devin C. Koestler, Celine Vens, 2018, Scientific Reports.

Learning structural motif representations for efficient protein structure search

Jian Peng, Yang Liu, Jian Peng, 2017 .