陈峰｜清华大学｜学者主页

2023

Fast Counterfactual Inference for History-Based Reinforcement Learning

Haichuan Gao, Tianren Zhang, Zhile Yang, Yuqing Guo, Jinsheng Ren, Shangqi Guo, Feng Chen

Proceedings of the AAAI Conference on Artificial Intelligence

2022

A framework for the general design and computation of hybrid neural networks

Rongzhen Zhao, Zheyu Yang, Hao Zheng, Yu-Jie Wu, Faqiang Liu, Zhenzhi Wu, Lukai Li, Feng Chen, Sen Song, Jun Zhu, Wenli Zhang, Haoyu Huang, M. Xu, Kaifeng Sheng, Qianbo Yin, Jing Pei, Guoqi Li, Youhui Zhang, Ming-Guo Zhao, Luping Shi

Nature Communications

DOI

2022

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Changyuan Yu, Yebin Liu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Predicting and mapping neighborhood-scale health outcomes: A machine learning approach

Chen Feng, Junfeng Jiao

Computers Environment And Urban Systems，Vol. 85

DOI

2021

Approximating the Sum Operation for Marginal-MAP Inference

Qiang Cheng, Feng Chen, Jianwu Dong, Wenli Xu, Alexander Ihler

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

A system hierarchy for brain-inspired computing

Youhui Zhang, Peng Qu, Yu Ji, Weihao Zhang, Guang-Rong Gao, Guanrui Wang, Sen Song, Guoqi Li, Wen-Guang Chen, Wei-Min Zheng, Feng Chen, Jing Pei, Rong Zhao, Ming-Guo Zhao, Luping Shi

Nature

DOI

2020

A hybrid and scalable brain-inspired robotic platform

Zhe Zou, Rong Zhao, Yujie Wu, Zheyu Yang, Lei Tian, Shuang Wu, Guanrui Wang, Yongchao Yu, Qi Zhao, MingWang Chen, Jing Pei, Feng Chen, Youhui Zhang, Sen Song, Ming-Guo Zhao, Luping Shi

Scientific Reports

DOI

2020

Brain-inspired global-local hybrid learning towards human-like intelligence

Yujie Wu, Rong Zhao, Jun Zhu, Feng Chen, M. Xu, Guoqi Li, Sen Song, Lei Deng, Guanrui Wang, Hao Zheng, Jing Pei, Youhui Zhang, Ming-Guo Zhao, Luping Shi

arXiv.org

2020

Adaptability Preserving Domain Decomposition for Stabilizing Sim2Real Reinforcement Learning

Haichuan Gao, Zhile Yang, Xin Bing Su, Tian Tan, Feng Chen

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

DOI

2019

Towards artificial general intelligence with hybrid Tianjic chip architecture

Jing Pei, Lei Deng, Sen Song, Ming-Guo Zhao, Youhui Zhang, Shuang Wu, Guanrui Wang, Zhe Zou, Zhenzhi Wu, Wei He, Feng Chen, Ning Deng, Si Wu, Yu Wang, Yujie Wu, Zheyu Yang, Cheng Ma, Guoqi Li, Wen-Tao Han, Huang-Long Li, Hua-Qiang Wu, Rong Zhao, Yuan Xie, Luping Shi

Nature

DOI

2019

Generative Memory for Lifelong Learning

Xin Su, Shangqi Guo, Tian Tan, Feng Chen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2015

Development of a neuromorphic computing system

Luping Shi, Jing Pei, Ning Deng, Dong Wang, Lei Deng, Yu Wang, Youhui Zhang, Feng Chen, Ming-Guo Zhao, Sen Song, Fei Zeng, Guoqi Li, Huang-Long Li, Cheng Ma

International Electron Devices Meeting

DOI

2015

Multiframe denoising of high-speed optical coherence tomography data using interframe and intraframe priors

Liheng Bian, Jinli Suo, Feng Chen, Qionghai Dai

Journal of Biomedical Optics

DOI

2014

Detecting Local Manifold Structure for Unsupervised Feature Selection

Dingcheng Feng, Feng Chen, Wenli Xu

Acta Automatica Sinica

DOI

2014

Person Re-identification by Cascade-Iterative Ranking

Xiangyu Wang, Feng Chen, Yu Liu

Communications in computer and information science

DOI

2013

LEARNING DETERMINISTIC CAUSAL RELATIONS

Dingcheng Feng, Feng Chen, Wenli Xu

International Journal of Artificial Intelligence Tools

DOI

2013

Supervised feature subset selection with ordinal optimization

Dingcheng Feng, Feng Chen, Wenli Xu

Knowledge-Based Systems

DOI

2013

Energy distribution view for monotonic dual decomposition

Qiang Cheng, Feng Chen, Jianwu Dong, Wenli Xu

International Journal of Approximate Reasoning

DOI

2012

概率图模型中的变分近似推理方法

程强，陈峰，董建武，徐文立

《自动化学报》

2012

Learning linear non-Gaussian networks: A new view from matrix identification

Dingcheng Feng, Feng Chen, Wenli Xu

Journal of Experimental & Theoretical Artificial Intelligence

DOI

2012

A New Inference Framework for Dependency Networks

Feng Chen, Qiang Cheng, Hong Liu, Wenli Xu, Song Wang

Communication in Statistics- Theory and Methods

DOI

2012

Learning robust principal components from L1-normmaximization

Dingcheng Feng, Feng Chen, Wenli Xu

Frontiers of Information Technology & Electronic Engineering

DOI

2012

Recursive sum–product algorithm for generalized outer-planar graphs

Qiang Cheng, Feng Chen, Wenli Xu, Song Wang

Information Processing Letters

DOI

2011

An experimental comparison of online object-tracking algorithms

Qing Wang, Feng Chen, Wenli Xu, Ming–Hsuan Yang

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2011

Analysis of Markov Boundary Induction in Bayesian Networks: A New View From Matroid Theory

Dingcheng Feng, Feng Chen, Wenli Xu

Fundamenta Informaticae

DOI

2010

Adaptive multi-cue tracking by online appearance learning

Qing Wang, Feng Chen, Wenli Xu

Neurocomputing

DOI

2010

Saliency selection for robust visual tracking

Qing Wang, Feng Chen, Wenli Xu

Proceedings - International Conference on Image Processing

DOI

2010

Visual tracking by appearance modeling and sparse representation

Qing Wang, Feng Chen, Wenli Xu

International Conference on Natural Computation (ICNC)

DOI

2010

Learning interactions among multi-channel sequences with dynamical influence models

Weidong Zhang, Feng Chen, Wenli Xu

Science China Information Sciences

DOI

2009

基于多层动态贝叶斯网络的人的行为多尺度分析及识别方法

杜友田，陈峰，徐文立

《自动化学报》

2008

Visual-Based Smoke Detection Using Support Vector Machine

Jing Yang, Feng Chen, Weidong Zhang

International Conference on Natural Computation (ICNC)

DOI

2007

基于视觉的人的运动识别综述

杜友田，陈峰，徐文立，李永彬

《电子学报》

2007

Human Interaction Representation and Recognition Through Motion Decomposition

Youtian Du, Feng Chen, Wenli Xu

IEEE Signal Processing Letters

DOI

2006

Real-Time Video Intelligent Surveillance System

Weidong Zhang, Feng Chen, Wenli Xu, Enwei Zhang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

精选作品

期刊论文

Fast Counterfactual Inference for History-Based Reinforcement Learning

A framework for the general design and computation of hybrid neural networks

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Predicting and mapping neighborhood-scale health outcomes: A machine learning approach

Approximating the Sum Operation for Marginal-MAP Inference

A system hierarchy for brain-inspired computing

A hybrid and scalable brain-inspired robotic platform

Brain-inspired global-local hybrid learning towards human-like intelligence

Adaptability Preserving Domain Decomposition for Stabilizing Sim2Real Reinforcement Learning

Towards artificial general intelligence with hybrid Tianjic chip architecture

Generative Memory for Lifelong Learning

Development of a neuromorphic computing system

Multiframe denoising of high-speed optical coherence tomography data using interframe and intraframe priors

Detecting Local Manifold Structure for Unsupervised Feature Selection

Person Re-identification by Cascade-Iterative Ranking

LEARNING DETERMINISTIC CAUSAL RELATIONS

Supervised feature subset selection with ordinal optimization

Energy distribution view for monotonic dual decomposition

概率图模型中的变分近似推理方法

Learning linear non-Gaussian networks: A new view from matrix identification

A New Inference Framework for Dependency Networks

Learning robust principal components from L1-normmaximization

Recursive sum–product algorithm for generalized outer-planar graphs

An experimental comparison of online object-tracking algorithms

Analysis of Markov Boundary Induction in Bayesian Networks: A New View From Matroid Theory

Adaptive multi-cue tracking by online appearance learning

Saliency selection for robust visual tracking

Visual tracking by appearance modeling and sparse representation

Learning interactions among multi-channel sequences with dynamical influence models

基于多层动态贝叶斯网络的人的行为多尺度分析及识别方法

Visual-Based Smoke Detection Using Support Vector Machine

基于视觉的人的运动识别综述

Human Interaction Representation and Recognition Through Motion Decomposition

Real-Time Video Intelligent Surveillance System

预印本

Transfering Hierarchical Structure with Dual Meta Imitation Learning

Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning

Convolution with even-sized kernels and symmetric padding

研究方向