百晓学者学者目录

兴军亮

副研究员、助理研究员、教授、研究员，清华大学

精选作品

期刊论文

2026

MARPO: A Reflective Policy Optimization for Multi-Agent Reinforcement Learning

Cuiling Wu, Yaozhong Gan, Junliang Xing, Ying Fu

AAAI Conference on Artificial Intelligence

DOI

2026

PACT: Proactive Asking for Continual Task Assistance in Human-Robot Collaboration

Chengbo He, Sheng Li, Chen-Yang Ma, B. Zou, Li Sun, Jian-Sheng Chen, Junliang Xing, Yuan-Chun Shi, Huimin Ma

arXiv.org

DOI

2026

Learning Athletic Humanoid Tennis Skills from Imperfect Human Motion Data

Zhi-Kai Zhang, Haofei Lu, Yun-Rui Lian, Ziqing Chen, Yun Liu, Cheng-Hua Lin, Han Xue, Zi-Cheng Zeng, Ze-Kun Qi, Shaolin Zheng, Qing Luan, Jing-Bo Wang, Junliang Xing, He Wang, Li Yi

arXiv.org

DOI

2026

Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?

Ren-Ye Yan, Ji-Kang Cheng, Shikun Sun, Yi Sun, You Wu, Wei Peng, Zong-Wei Wang, Ling Liang, Junliang Xing, Yi-Mao Cai

arXiv.org

DOI

2026

K^2-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control

Zhe Wu, Dong-Lin Mo, Hongjin Lu, Junliang Xing, Jianheng Liu, Yu-Heng Jing, Kaixin Li, Kun Shao, Jianye Hao, Yuan-Chun Shi

arXiv.org

DOI

2025

多智能体风险决策理论与方法研究综述

李鹏，陈少飞，易楚舒，李顺，兴军亮，陈璟

《计算机学报》

2025

Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment

Ren-Ye Yan, Ji-Kang Cheng, Yaozhong Gan, Shikun Sun, You Wu, Yun-Fan Yang, Ling Liang, Jinlong Lin, Yeshuang Zhu, Jie Zhou, Jin-Chao Zhang, Junliang Xing, Yi-Mao Cai, Rui-Jie Huang

IEEE International Conference on Computer Vision

DOI

2025

Habitizing Diffusion Planning for Efficient and Effective Decision Making

Haofei Lu, Yifei Shen, Dong-Sheng Li, Junliang Xing, Dong-Qi Han

International Conference on Machine Learning

DOI

2025

Position-Aware Guided Point Cloud Completion with CLIP Model

Feng Zhou, Qi Zhang, Ju Dai, Lei Li, Qing Fan, Junliang Xing

AAAI Conference on Artificial Intelligence

DOI

2025

BodyGen: Advancing Towards Efficient Embodiment Co-Design

Haofei Lu, Zhe Wu, Junliang Xing, Jian-Shu Li, Ruoyu Li, Zhe Li, Yuan-Chun Shi

International Conference on Learning Representations

DOI

2024

Reflective Policy Optimization

Yaozhong Gan, Ren-Ye Yan, Zhe Wu, Junliang Xing

International Conference on Machine Learning

DOI

2024

The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective

Ren-Ye Yan, Yaozhong Gan, You Wu, Ling Liang, Junliang Xing, Yi-Mao Cai, Ru Huang

arXiv.org

DOI

2024

Transductive Off-policy Proximal Policy Optimization

Yaozhong Gan, Ren-Ye Yan, Xiaoyang Tan, Zhe Wu, Junliang Xing

arXiv.org

DOI

2024

Absorb What You Need: Accelerating Exploration via Valuable Knowledge Extraction

You Wu, Zhe Wu, Ren-Ye Yan, Pin Tao, Junliang Xing

IEEE International Joint Conference on Neural Network

DOI

2024

AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning

Ren-Ye Yan, Yaozhong Gan, You Wu, Junliang Xing, Ling Liangn, Ye Zhu, Yi-Mao Cai

arXiv.org

DOI

2024

PAE: Reinforcement Learning from External Knowledge for Efficient Exploration

Zhe Wu, Haofei Lu, Junliang Xing, You Wu, Ren-Ye Yan, Yaozhong Gan, Yuan-Chun Shi

International Conference on Learning Representations

2023

Pseudo Value Network Distillation for High-Performance Exploration

Enmin Zhao, Junliang Xing, K. Li, Yongxin Kang, Pin Tao

IEEE International Joint Conference on Neural Network

DOI

2023

Anti-UAV: A Large-Scale Benchmark for Vision-Based UAV Tracking

Nan Jiang, Kuiran Wang, Xiaoke Peng, Xue-Hui Yu, Qiang Wang, Junliang Xing, Guo-Rong Li, Guo-Dong Guo, Qi-Xiang Ye, Jian-Bin Jiao, Jian Zhao, Zhenjun Han

IEEE transactions on multimedia

DOI

2023

Shuffled Autoregression for Motion Interpolation

Shuo Huang, J. Jia, Zongxin Yang, Wen Wang, Hao-Zhe Wu, Yezhou Yang, Junliang Xing

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2023

Sequential Cooperative Multi-Agent Reinforcement Learning

Yifan Zang, Jinmin He, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing

Adaptive Agents and Multi-Agent Systems

DOI

2023

The 3rd Anti-UAV Workshop & Challenge: Methods and Results

Jian Zhao, Jianan Li, Lei Jin, Jiaming Chu, Zhihao Zhang, Jun Wang, Jia Xia, K. Wang, Yang Liu, Sadaf Gulshad, Jiao-Jiao Zhao, Tian-Yang Xu, Xue-Feng Zhu, Shihan Liu, Zheng Zhu, Gui-Bo Zhu, Ze-Chao Li, Zheng Wang, Bai-Gui Sun, Yandong Guo, Shin'ichi Satoh, Junliang Xing, J. Shen

arXiv.org

DOI

2023

Attribute-guided transformer for robust person re-identification

Zhe Wang, Jun Wang, Junliang Xing

IET Computer Vision

DOI

2023

Evidential Detection and Tracking Collaboration: New Problem, Benchmark and Algorithm for Robust Anti-UAV System

Xue-Feng Zhu, Tian-Hao Xu, Jian-jun Zhao, Jiawen Liu, Kai Wang, G. Wang, Jianan Li, Zhihao Zhang, Qiang Wang, Lei Jin, Zhengyu Zhu, Junliang Xing, Xiao-Jun Wu

arXiv.org

DOI

2022

一种用于两人零和博弈对手适应的元策略演化学习算法

吴哲，李凯，徐航，兴军亮

《自动化学报》

DOI

2022

一种针对德州扑克AI的对手建模与策略集成框架

张蒙，李凯，吴哲，臧一凡，徐航，兴军亮

《自动化学报》

DOI

2022

AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms

Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing

AAAI Conference on Artificial Intelligence

DOI

2022

Greedy when Sure and Conservative when Uncertain about the Opponents

Haobo Fu, Ye Tian, Hongxiang Yu, W. Liu, Shuang Wu, Jie-Chao Xiong, Ying Wen, Kai Li, Junliang Xing, Qiang Fu, Wei Yang

International Conference on Machine Learning

2022

AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning

Enmin Zhao, Ren-Ye Yan, Jinqiu Li, Kai Li, Junliang Xing

AAAI Conference on Artificial Intelligence

DOI

2022

GroupDancer: Music to Multi-People Dance Synthesis with Style Collaboration

Zixuan Wang, Jia Jia, Hao-Zhe Wu, Junliang Xing, Jinghe Cai, Fanbo Meng, Guowen Chen, Yan-Feng Wang

ACM Multimedia

DOI

2022

Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game

Haobo Fu, W. Liu, Shuang Wu, Yi-Jia Wang, Tao Yang, Kai Li, Junliang Xing, Bin Li, Bo-Chao Ma, Qiang Fu, Wei Yang

International Conference on Learning Representations

2022

A Coulomb Force Inspired Loss Function for High-Performance Pedestrian Detection

Zhe Wang, Jun Wang, Ye-Zhou Yang, Junliang Xing

IEEE Signal Processing Letters

DOI

2022

Speedup Training Artificial Intelligence for Mahjong via Reward Variance Reduction

Jinqiu Li, Shuang Wu, Haobo Fu, Qiang Fu, Enmin Zhao, Junliang Xing

2022 IEEE Conference on Games (CoG)

DOI

2022

Towards a Unified Benchmark for Reinforcement Learning in Sparse Reward Environments

Yongxin Kang, Enmin Zhao, Yifan Zang, K. Li, Junliang Xing

International Conference on Neural Information Processing

DOI

2021

Robust Face Alignment via Deep Progressive Reinitialization and Adaptive Error-Driven Learning

Xiaohu Shao, Junliang Xing, Jiangjing Lyu, Xiangdong Zhou, Yu Shi, S. Maybank

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Exploration via State influence Modeling

Yongxin Kang, Enmin Zhao, Kai Li, Junliang Xing

AAAI Conference on Artificial Intelligence

DOI

2021

Anti-UAV: A Large Multi-Modal Benchmark for UAV Tracking

Nan Jiang, Kuiran Wang, Xiaoke Peng, Xue-Hui Yu, Qiang Wang, Junliang Xing, Guo-Rong Li, Jian Zhao, G. Guo, Zhenjun Han

arXiv.org

2021

Multi-View Face Recognition Using Deep Attention-Based Face Frontalization

Xiaohu Shao, Junliang Xing, Ruihan Pan, Zhenghao Li, Xiangdong Zhou, Yu Shi

IEEE International Conference on Multimedia and Expo

DOI

2021

Learning to Play Hard Exploration Games Using Graph-Guided Self-Navigation

Enmin Zhao, Ren-Ye Yan, Kai Li, Lijuan Li, Junliang Xing

IEEE International Joint Conference on Neural Network

DOI

2021

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection

Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yan-Yan Liang, G. Guo, Zhen Lei, S. Li, Du Zhang

IEEE Transactions on Information Forensics and Security

DOI

2020

人机对抗智能技术

黄凯奇，兴军亮，张俊格，倪晚成，徐博

《中国科学:信息科学》

2020

Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning

Jin Gao, Qiang Wang, Junliang Xing, H. Ling, Wei-Ming Hu, S. Maybank

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Deep Spatial and Temporal Network for Robust Visual Object Tracking

Zhu Teng, Junliang Xing, Qiang Wang, Baopeng Zhang, Jian-Ping Fan

IEEE Transactions on Image Processing

DOI

2020

Hybrid Learning for Multi-agent Cooperation with Sub-optimal Demonstrations

Pei-Xi Peng, Junliang Xing, Lili Cao

International Joint Conference on Artificial Intelligence

DOI

2020

DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio

Jiang-Tao Kong, Yu Cheng, Ben-Jia Zhou, K. Li, Junliang Xing

arXiv.org

2020

Anchor-Free One-Stage Online Multi-object Tracking

Zong-Wei Zhou, Yang-Xi Li, Jin Gao, Junliang Xing, Liang Li, Wei-Ming Hu

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2020

Towards stabilizing facial landmark detection and tracking via hierarchical filtering: A new method

Yi Jin, Xingyan Guo, Yidong Li, Junliang Xing, Hui Tian

Journal of the Franklin Institute

DOI

2020

Intelligent technologies of human-computer gaming

Kai-Qi Huang, Junliang Xing, Junge Zhang, Wancheng Ni, Bojue Xu

Scientia Sinica Informationis

DOI

2020

Spatial Preserved Graph Convolution Networks for Person Re-identification

Zhaoju Li, Zong-Wei Zhou, Nan Jiang, Zhenjun Han, Junliang Xing, Jian-Bin Jiao

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2020

OpenHoldem: A Benchmark for Large-Scale Imperfect-Information Game Research

Kai Li, Hang Xu, Enmin Zhao, Zhe Wu, Junliang Xing

IEEE Transactions on Neural Networks and Learning Systems

DOI

2019

RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation

Shaoru Wang, Yongchao Gong, Junliang Xing, Li-Chao Huang, Chang Huang, Wei-Ming Hu

AAAI Conference on Artificial Intelligence

DOI

2019

Hierarchical Contextual Refinement Networks for Human Pose Estimation

Xue-Cheng Nie, Jiashi Feng, Junliang Xing, Shengtao Xiao, Shui-Cheng Yan

IEEE Transactions on Image Processing

DOI

2019

3D Face Shape Regression From 2D Videos with Multi-Reconstruction and Mesh Retrieval

Xiaohu Shao, Jiangjing Lyu, Junliang Xing, Lijun Zhang, Xiaobo Li, Xiangdong Zhou, Yu Shi

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

DOI

2019

Recognizing Profile Faces by Imagining Frontal View

Jian Zhao, Junliang Xing, Lin Xiong, Shui-Cheng Yan, Jiashi Feng

International Journal of Computer Vision

DOI

2019

Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition

Pengfei Zhang, Cuiling Lan, Wen-Jun Zeng, Junliang Xing, Jian-Ru Xue, Nanning Zheng

Computer Vision and Pattern Recognition

DOI

2019

Multi-Prototype Networks for Unconstrained Set-based Face Recognition

Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Heng-Zhu Liu, Shui-Cheng Yan, Jiashi Feng

International Joint Conference on Artificial Intelligence

DOI

2019

High performance person re-identification via a boosting ranking ensemble

Zhaoju Li, Zhenjun Han, Junliang Xing, Qi-Xiang Ye, Xue-Hui Yu, Jian-Bin Jiao

Pattern Recognition

DOI

2019

Rank-1 Tensor Approximation for High-Order Association in Multi-target Tracking

Xinchu Shi, H. Ling, Yu Pang, Wei-Ming Hu, Peng Chu, Junliang Xing

International Journal of Computer Vision

DOI

2019

MFAD: A Multi-modality Face Anti-spoofing Dataset

Bingqian Geng, Cong-Yan Lang, Junliang Xing, Songhe Feng, Wu Jun

Pacific Rim International Conference on Artificial Intelligence

DOI

2019

Asymmetric 3D Convolutional Neural Networks for action recognition

Hao Yang, Chun-Feng Yuan, Bing Li, Yang Du, Junliang Xing, Wei-Ming Hu, S. Maybank

Pattern Recognition

DOI

2019

Domain Adaptive Attention Learning for Unsupervised Person Re-Identification

Yangru Huang, Pei-Xi Peng, Yi Jin, Yidong Li, Junliang Xing, Shiming Ge

AAAI Conference on Artificial Intelligence

DOI

2019

Relational Learning for Joint Head and Human Detection

Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, S. Li, Xu-Dong Zou

AAAI Conference on Artificial Intelligence

DOI

2019

Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game

Pei-Xi Peng, Junliang Xing, Lili Cao, Lisen Mu, Chang Huang

International Joint Conference on Artificial Intelligence

DOI

2019

Dual L1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching

Wei-Ming Hu, Xinchu Shi, Zong-Wei Zhou, Junliang Xing, H. Ling, S. Maybank

International Journal of Computer Vision

DOI

2019

PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes

Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, S. Li, Xu-Dong Zou

AAAI Conference on Artificial Intelligence

DOI

2019

3D-Aided Dual-Agent GANs for Unconstrained Face Recognition

Jian Zhao, Lin Xiong, Jianshu Li, Junliang Xing, Shui-Cheng Yan, Jiashi Feng

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2019

Multi-View Learning for Vehicle Re-Identification

Weipeng Lin, Yidong Li, Xiaoliang Yang, Pei-Xi Peng, Junliang Xing

IEEE International Conference on Multimedia and Expo

DOI

2019

Global and Local Deep Feature Representation Fusion for Vehicle Re-Identification

X. Lee, Hao Wang, Jiang-Tao Kong, Chi Su, Junliang Xing, S. Shen

Visual Communications and Image Processing

DOI

2019

Vehicle Re-Identification by Multi-Grain Learni

Xiaoliang Yang, Cong-Yan Lang, Pei-Xi Peng, Junliang Xing

International Conference on Information Photonics

DOI

2019

Spatial Temporal Attentional Glimpse for Human Activity Classification in Video

Jiang-Tao Kong, Rong-Chao Xu, Junliang Xing, Kai Li, Wei Ma

International Conference on Information Photonics

DOI

2019

Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation

Hanyang Kong, Jian Zhao, Xiaoguang Tu, Junliang Xing, Shengmei Shen, Jiashi Feng

arXiv.org

2019

Joint Learning of Dictionary and Convolutional Network for Pedestrian Attribute Recognition

Yan Sha, Cong-Yan Lang, Pei-Xi Peng, Junliang Xing, Dan-Xia Li

Visual Communications and Image Processing

DOI

2019

Multi-Modality Multi-Task Recurrent Neural Network for Online Action Detection

Jiaying Liu, Yang-Hao Li, Sijie Song, Junliang Xing, Cuiling Lan, Wen-Jun Zeng

IEEE transactions on circuits and systems for video technology (Print)

DOI

2018

Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection

Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen, Junliang Xing

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2018

Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking

Qiang Wang, Mengdan Zhang, Junliang Xing, Jin Gao, Wei-Ming Hu, S. Maybank

International Joint Conference on Artificial Intelligence

DOI

2018

ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection

C. Shang, H. Ai, Zi-Jie Zhuang, Long Chen, Junliang Xing

Asian Conference on Machine Learning

2018

Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment

Junliang Xing, Zhi-Heng Niu, Jun-Shi Huang, Wei-Ming Hu, Xiaoping Zhou, Shui-Cheng Yan

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2018

Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking

Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Wei-Ming Hu, S. Maybank

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2018

Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection

Wei-Ming Hu, Yabo Fan, Junliang Xing, Liang Sun, Zhao-Quan Cai, S. Maybank

IEEE Transactions on Image Processing

DOI

2018

Towards Pose Invariant Face Recognition in the Wild

Jian Zhao, Yu Cheng, Yan Xu, Lin Xiong, Jianshu Li, F. Zhao, K. Jayashree, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shui-Cheng Yan, Jiashi Feng

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2018

Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation

Kai Li, Junliang Xing, Chi Su, Wei-Ming Hu, Yundong Zhang, S. Maybank

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

DOI

2018

3D-Aided Deep Pose-Invariant Face Recognition

Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, J. Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shui-Cheng Yan, Jiashi Feng

International Joint Conference on Artificial Intelligence

DOI

2018

View Adaptive Neural Networks for High Performance Skeleton-Based Human Action Recognition

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Jian-Ru Xue, Nanning Zheng

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2018

Selective Refinement Network for High Performance Face Detection

Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, S. Li, Xu-Dong Zou

AAAI Conference on Artificial Intelligence

DOI

2018

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection

Sijie Song, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Jiaying Liu

IEEE Transactions on Image Processing

DOI

2018

SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks

Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Jun-Jie Yan

Computer Vision and Pattern Recognition

DOI

2018

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition

Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, F. Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Heng-Zhu Liu, Shui-Cheng Yan, Jiashi Feng

AAAI Conference on Artificial Intelligence

DOI

2018

Online Multi-Target Tracking with Tensor-Based High-Order Graph Matching

Zong-Wei Zhou, Junliang Xing, Mengdan Zhang, Wei-Ming Hu

International Conference on Pattern Recognition

DOI

2018

Pose Partition Networks for Multi-person Pose Estimation

Xue-Cheng Nie, Jiashi Feng, Junliang Xing, Shui-Cheng Yan

European Conference on Computer Vision

DOI

2018

Representation based and Attention augmented Meta learning

Yunxiao Qin, Chenxu Zhao, Zezheng Wang, Junliang Xing, Jun Wan, Zhen Lei

arXiv.org

2018

SPCNet: Scale Position Correlation Network for End-to-End Visual Tracking

Qiang Wang, Jin Gao, Mengdan Zhang, Junliang Xing, Weiming Hut

International Conference on Pattern Recognition

DOI

2018

FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach

Junliang Xing, Wei-Ming Hu, H. Ai, Shui-Cheng Yan

IEEE transactions on circuits and systems for video technology (Print)

DOI

2018

Deep Age Estimation Model Stabilization from Images to Videos

Zhipeng Ji, Cong-Yan Lang, Kai Li, Junliang Xing

International Conference on Pattern Recognition

DOI

2018

Stabilizing video facial landmark detection and tracking via global and local filtering

Xingyan Guo, Yi Jin, Yidong Li, Junliang Xing, Cong-Yan Lang

International Conference on Internet Multimedia Computing and Service

DOI

2018

Realtime Human Segmentation in Video

Tairan Zhang, Cong-Yan Lang, Junliang Xing

Conference on Multimedia Modeling

DOI

2018

Cooperative Multi-Agent Policy Gradients with Sub-optimal Demonstration

Pei-Xi Peng, Junliang Xing, Lu Pang

arXiv.org

2018

Temporal–Spatial Mapping for Action Recognition

Xiaolin Song, Cuiling Lan, Wen-Jun Zeng, Junliang Xing, Xiaoyan Sun, Jingyu Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2018

Spatial alignment network for facial landmark localization

Huifang Li, Yidong Li, Junliang Xing, Hai-Rong Dong

World wide web (Bussum)

DOI

2018

Skeleton-Indexed Deep Multi-Modal Feature Learning for High Performance Human Action Recognition

Sijie Song, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Jiaying Liu

IEEE International Conference on Multimedia and Expo

DOI

2017

A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection

Jiang-Jing Lv, Xiaohu Shao, Junliang Xing, Cheng Cheng, Xi Zhou

Computer Vision and Pattern Recognition

DOI

2017

Diagnosing deep learning models for high accuracy age estimation from a single image

Junliang Xing, Kai Li, Wei-Ming Hu, Chun-Feng Yuan, H. Ling

Pattern Recognition

DOI

2017

The Visual Object Tracking VOT2017 Challenge Results

M. Kristan, A. Leonardis, Jiri Matas, Michael Felsberg, R. Pflugfelder, L. Č. Zajc, Tomás Vojír, Gustav Häger, A. Lukežič, A. Eldesokey, G. Fernandez, Álvaro García-Martín, A. Muhic, A. Petrosino, Alireza Memarmoghadam, A. Vedaldi, A. Manzanera, Antoine Tran, A. Alatan, B. Mocanu, Bo-Yu Chen, Chang Huang, Chang-Sheng Xu, Chong Sun, Da-Long Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, F. Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, G. Bastos, G. Seetharaman, Hongliang Zhang, Hou-Qiang Li, Hu-Chuan Lu, I. Drummond, Jack Valmadre, Jae-chan Jeong, J. Cho, Jae-Y. Lee, J. Noskova, Jian-Ke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, J. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, K. Palaniappan, K. Lebeda, Ke Gao, Kris Kitani, Lei Zhang, Li-Jun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, M. Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, O. Mikšík, P. Moallem, Pallavi M. Venugopal, P. Senna, P. Torr, Qiang Wang, Qi-Feng Yu, Qingming Huang, Rafael Martín-Nieto, R. Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tian-Zhu Zhang, T. Zaharia, V. Santopietro, Wei Zou, Wei-Ming Hu, Wenbing Tao, Wenbo Li, Wen-Gang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He

2017 IEEE International Conference on Computer Vision Workshops (ICCVW)

DOI

2017

View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Jian-Ru Xue, Nanning Zheng

IEEE International Conference on Computer Vision

DOI

2017

Beyond Group: Multiple Person Tracking via Minimal Topology-Energy-Variation

Shan Gao, Qi-Xiang Ye, Junliang Xing, Arjan Kuijper, Zhenjun Han, Jian-Bin Jiao, Xiang-Yang Ji

IEEE Transactions on Image Processing

DOI

2017

D2C: Deep cumulatively and comparatively learning for human age estimation

K. Li, Junliang Xing, Wei-Ming Hu, S. Maybank

Pattern Recognition

DOI

2017

Human Pose Estimation Using Global and Local Normalization

Ke Sun, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Dong Liu, Jingdong Wang

IEEE International Conference on Computer Vision

DOI

2017

High Performance Large Scale Face Recognition with Multi-cognition Softmax and Feature Retrieval

Yan Xu, Yu Cheng, Jian Zhao, Zhecan Wang, Lin Xiong, K. Jayashree, Hajime Tamura, Tomoyuki Kagaya, Sugiri Pranata, Shengmei Shen, Jiashi Feng, Junliang Xing

2017 IEEE International Conference on Computer Vision Workshops (ICCVW)

DOI

2017

Robust Object Tracking Based on Temporal and Spatial Deep Networks

Zhu Teng, Junliang Xing, Qiang Wang, Cong-Yan Lang, Songhe Feng, Yi Jin

IEEE International Conference on Computer Vision

DOI

2017

Unconstrained Face Alignment Without Face Detection

Xiaohu Shao, Junliang Xing, Jiang-Jing Lv, Chunling Xiao, Pengcheng Liu, Youji Feng, Cheng Cheng

2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2017

Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking

Wei-Ming Hu, Jin Gao, Junliang Xing, Chao Zhang, S. Maybank

IEEE Transactions on Pattern Analysis and Machine Intelligence

2017

Pose-Driven Deep Convolutional Model for Person Re-identification

Chi Su, Jianing Li, Shi-Liang Zhang, Junliang Xing, Wen Gao, Q. Tian

IEEE International Conference on Computer Vision

DOI

2017

SCNN: Sequential convolutional neural network for human action recognition in videos

Hao Yang, Chun-Feng Yuan, Junliang Xing, Wei-Ming Hu

International Conference on Information Photonics

DOI

2017

A Graphical Social Topology Model for Multi-Object Tracking

Shan Gao, Xiaogang Chen, Qi-Xiang Ye, Junliang Xing, Arjan Kuijper, Xiang-Yang Ji

arXiv.org

2017

Towards human-like and transhuman perception in AI 2.0: a review

Yong-Hong Tian, Xi-Lin Chen, H. Xiong, Hong-liang Li, Li-Rong Dai, Jing Chen, Junliang Xing, Xi-Hong Wu, Wei-Ming Hu, Yu Hu, Tie-Jun Huang, Wen Gao

Frontiers of Information Technology & Electronic Engineering

DOI

2017

Weakly supervised multiscale-inception learning for web-scale face recognition

Cheng Cheng, Junliang Xing, Youji Feng, Pengcheng Liu, Xiaohu Shao, Kai Li, Xiangdong Zhou

International Conference on Information Photonics

DOI

2017

Diversity encouraging ensemble of convolutional networks for high performance action recognition

Hao Yang, Chun-Feng Yuan, Junliang Xing, Wei-Ming Hu

International Conference on Information Photonics

DOI

2017

Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo)

Wen-Han Yang, Shihong Deng, Yueyu Hu, Junliang Xing, Jiaying Liu

ACM Multimedia

DOI

2017

Hierarchical bilinear network for high performance face detection

Jiang-Jing Lv, Xiaohu Shao, Junliang Xing, Pengcheng Liu, Xiangdong Zhou, Xi Zhou

International Conference on Information Photonics

DOI

2016

The Visual Object Tracking VOT2016 Challenge Results

M. Kristan, A. Leonardis, Jiri Matas, Michael Felsberg, R. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, A. Lukežič, G. Fernandez, A. Gupta, A. Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, A. Vedaldi, Andreas Robinson, A. J. Ma, A. Varfolomieiev, Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Chang-Sheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, E. Erdem, F. Khan, F. Porikli, Fei Zhao, F. Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, G. Bastos, G. Seetharaman, Henry Medeiros, Hongdong Li, H. Qi, H. Bischof, Horst Possegger, Hu-Chuan Lu, Hyemin Lee, Hyeonseob Nam, H. Chang, I. Drummond, Jack Valmadre, Jae-chan Jeong, J. Cho, Jae-Y. Lee, Jian-Ke Zhu, Jiayi Feng, Jin Gao, Jin-Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, J. Sanchez, Junliang Xing, Junyuan Gao, K. Palaniappan, K. Lebeda, Ke Gao, K. Mikolajczyk, Lei Qin, Li-Jun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, M. Poostchi, M. Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, M. Valstar, Ming Tang, Mooyeol Baek, M. H. Khan, Naiyan Wang, Na-Na Fan, Noor M. Al-Shakarji, O. Mikšík, Osman Akin, P. Moallem, P. Senna, P. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, R. Pelapur, R. Bowden, R. Laganière, R. Stolkin, Ryan Walsh, Sebastian Bernd Krah, Sheng-Kun Li, Sheng-Ping Zhang, Shizeng Yao, Simon Hadfield, S. Melzi, Siwei Lyu, Si-Yi Li, S. Becker, Stuart Golodetz, S. Kakanuru, Sunglok Choi, Tao Hu, T. Mauthner, Tian-Zhu Zhang, T. Pridmore, V. Santopietro, Wei-Ming Hu, Wenbo Li, W. Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Y. Demiris, Yifan Wang, Yuankai Qi, Ze-Jian Yuan, Ze-Su Cai, Zhan Xu, Zhen-Yu He, Zhizhen Chi

ECCV Workshops

DOI

2016

Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks

Wentao Zhu, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Yang-Hao Li, Li Shen, Xiaohui Xie

AAAI Conference on Artificial Intelligence

DOI

2016

Tensor Power Iteration for Multi-graph Matching

Xinchu Shi, H. Ling, Wei-Ming Hu, Junliang Xing, Yan-Ning Zhang

Computer Vision and Pattern Recognition

DOI

2016

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

Sijie Song, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Jiaying Liu

AAAI Conference on Artificial Intelligence

DOI

2016

Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks

Shengtao Xiao, Jiashi Feng, Junliang Xing, Han-Jiang Lai, Shui-Cheng Yan, A. Kassim

European Conference on Computer Vision

DOI

2016

Deep Attributes Driven Multi-Camera Person Re-identification

Chi Su, Shi-Liang Zhang, Junliang Xing, Wen Gao, Q. Tian

European Conference on Computer Vision

DOI

2016

Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks

Yang-Hao Li, Cuiling Lan, Junliang Xing, Wen-Jun Zeng, Chun-Feng Yuan, Jiaying Liu

European Conference on Computer Vision

DOI

2016

SERVE: Soft and Equalized Residual VEctors for image retrieval

Jun Li, Chang Xu, Ming-Ming Gong, Junliang Xing, Wan-Kou Yang, Chang-Yin Sun

Neurocomputing

DOI

2016

Bootstrapping deep feature hierarchy for pornographic image recognition

Kai Li, Junliang Xing, Bing Li, Wei-Ming Hu

International Conference on Information Photonics

DOI

2016

Bootstrapping Joint Bayesian model for robust face verification

Cheng Cheng, Junliang Xing, Youji Feng, Deling Li, Xiangdong Zhou

International Conference on Biometrics

DOI

2015

The Visual Object Tracking VOT2015 Challenge Results

M. Kristan, A. Leonardis, Jiri Matas, Michael Felsberg, R. Pflugfelder, L. Č. Zajc, Tomás Vojír, Gustav Häger, A. Lukežič, A. Eldesokey, G. Fernandez, Álvaro García-Martín, A. Muhic, A. Petrosino, Alireza Memarmoghadam, A. Vedaldi, A. Manzanera, Antoine Tran, Aydin Alatan, B. Mocanu, Boyu Chen, Chang Huang, Chang-Sheng Xu, Chong Sun, Da-Long Du, Dafan Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, F. Khan, Francesco Battistone, G. R. K. S. Subrahmanyam, Goutam Bhat, Guan Huang, G. Bastos, G. Seetharaman, Hongliang Zhang, Hou-Qiang Li, Hu-Chuan Lu, I. Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Y. Lee, J. Noskova, Jian-Ke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, J. Sanchez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, K. Palaniappan, K. Lebeda, Ke Gao, Kris Kitani, Lei Zhang, Li-Jun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, M. Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, O. Mikšík, P. Moallem, Pallavi M. Venugopal, P. Senna, P. Torr, Qiang Wang, Qi-Feng Yu, Qingming Huang, Rafael Martin Nieto, R. Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tian-Zhu Zhang, T. Zaharia, V. Santopietro, Wei Zou, Wei-Ming Hu, Wenbing Tao, Wenbo Li, Wen-Gang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zhengyu Zhu, Zhipeng Zhang, Zhiqun He

2015 IEEE International Conference on Computer Vision Workshop (ICCVW)

DOI

2015

Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition

Shaoxin Li, Junliang Xing, Zhi-Heng Niu, S. Shan, Shui-Cheng Yan

Computer Vision and Pattern Recognition

DOI

2015

Multi-Cue Illumination Estimation via a Tree-Structured Group Joint Sparse Representation

Bing Li, Weihua Xiong, Wei-Ming Hu, B. Funt, Junliang Xing

International Journal of Computer Vision

DOI

2015

Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation

Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Wei-Ming Hu

IEEE International Conference on Computer Vision

DOI

2015

Local Subspace Collaborative Tracking

Lin Ma, Xiaoqin Zhang, Wei-Ming Hu, Junliang Xing, Jiwen Lu, Jie Zhou

IEEE International Conference on Computer Vision

DOI

2015

Load-balanced locality-sensitive hashing: A new method for efficient near duplicate image detection

Yabo Fan, Junliang Xing, Wei-Ming Hu

International Conference on Information Photonics

DOI

2015

Robust visual tracking using joint scale-spatial correlation filters

Mengdan Zhang, Junliang Xing, Jin Gao, Wei-Ming Hu

International Conference on Information Photonics

DOI

2014

Towards Multi-view and Partially-Occluded Face Alignment

Junliang Xing, Zhi-Heng Niu, Jun-Shi Huang, Wei-Ming Hu, Shui-Cheng Yan

2014 IEEE Conference on Computer Vision and Pattern Recognition

DOI

2014

Multiple object tracking: A literature review

Wenhan Luo, Junliang Xing, Anton Milan, Xiaoqin Zhang, Wei Liu, Xiaowei Zhao, T. Kim

Artificial Intelligence

DOI

2014

Multi-target Tracking with Motion Context in Tensor Power Iteration

Xinchu Shi, H. Ling, Wei-Ming Hu, Chun-Feng Yuan, Junliang Xing

2014 IEEE Conference on Computer Vision and Pattern Recognition

DOI

2014

pVLAD: A discriminative image descriptor for image retrieval

Jun Li, Chang-Yin Sun, Junliang Xing, Wei-Ming Hu

Proceeding of the 11th World Congress on Intelligent Control and Automation

DOI

2014

Scene transformation for detector adaptation

Liwei Liu, Junliang Xing, Genquan Duan, H. Ai

Pattern Recognition Letters

DOI

2014

“Wow! You Are So Beautiful Today!”

Luo-Qi Liu, Junliang Xing, Si Liu, Hui Xu, Xi Zhou, Shui-Cheng Yan

TOMM

DOI

2014

Transfer Learning Based Visual Tracking with Gaussian Processes Regression

Jin Gao, H. Ling, Wei-Ming Hu, Junliang Xing

European Conference on Computer Vision

DOI

2014

Circle & Search: Attribute-Aware Shoe Retrieval

Jun-Shi Huang, Si Liu, Junliang Xing, T. Mei, Shui-Cheng Yan

TOMM

DOI

2013

Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement

Jin Gao, Junliang Xing, Wei-Ming Hu, S. Maybank

IEEE International Conference on Computer Vision

DOI

2013

Multi-target Tracking by Rank-1 Tensor Approximation

Xinchu Shi, H. Ling, Junliang Xing, Wei-Ming Hu

2013 IEEE Conference on Computer Vision and Pattern Recognition

DOI

2013

Robust Object Tracking with Online Multi-lifespan Dictionary Learning

Junliang Xing, Jin Gao, Bing Li, Wei-Ming Hu, Shui-Cheng Yan

IEEE International Conference on Computer Vision

DOI

2013

Graph Embedding Based Semi-supervised Discriminative Tracker

Jin Gao, Junliang Xing, Wei-Ming Hu, Xiaoqin Zhang

2013 IEEE International Conference on Computer Vision Workshops

DOI

2013

Multi-object Tracking under Occlusion Using Dual-Mode Graph Embedding

Jin Gao, Junliang Xing, Wei-Ming Hu, Xiaoqin Zhang, Rui-Guang Hu

2013 2nd IAPR Asian Conference on Pattern Recognition

DOI

2013

An Efficient Approach to Web Near-Duplicate Image Detection

Jun Li, Shan Zhou, Junliang Xing, Chang-Yin Sun, Wei-Ming Hu

2013 2nd IAPR Asian Conference on Pattern Recognition

DOI

2013

Online structure learning for robust object tracking

Liwei Liu, Junliang Xing, H. Ai

2013 IEEE International Conference on Image Processing

DOI

2013

Non-negative Sparse Coding Using Independent Multi-Codebooks for Near-Duplicate Image Detection

Shan Zhou, Jun Li, Junliang Xing, Wei-Ming Hu, Jinfeng Yang

Sino-foreign-interchange Workshop on Intelligent Science and Intelligent Data Engineering

DOI

2013

Adaptive cooperative tracking based on multi-graph embedding and Markov Random Field

Lin Ma, Junliang Xing, Xiaoqin Zhang, Wei-Ming Hu

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2013

"Wow! you are so beautiful today!"

Luo-Qi Liu, Hui Xu, Si Liu, Junliang Xing, Xi Zhou, Shui-Cheng Yan

ACM Multimedia

DOI

2013

Distance Map of Various Weights: A new feature for adaptive object tracking

Lin Ma, Junliang Xing, Xiaoqin Zhang, Wei-Ming Hu

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2012

A tracking based fast online complete video synopsis approach

Lei Sun, Junliang Xing, H. Ai, S. Lao

International Conference on Pattern Recognition

2012

Scene Aware Detection and Block Assignment Tracking in crowded scenes

Genquan Duan, H. Ai, Junliang Xing, Song Cao, S. Lao

Image and Vision Computing

DOI

2012

Hand posture recognition using finger geometric feature

Liwei Liu, Junliang Xing, H. Ai, Xiang Ruan

International Conference on Pattern Recognition

2012

Semantic superpixel based vehicle tracking

Liwei Liu, Junliang Xing, H. Ai, S. Lao

International Conference on Pattern Recognition

2011

Multiple Player Tracking in Sports Video: A Dual-Mode Two-Way Bayesian Inference Approach With Progressive Observation Modeling

Junliang Xing, H. Ai, Liwei Liu, S. Lao

IEEE Transactions on Image Processing

DOI

2011

Hierarchical video object segmentation

Junliang Xing, H. Ai, S. Lao

The First Asian Conference on Pattern Recognition

DOI

2011

Multi-view vehicle detection and tracking in crossroads

Liwei Liu, Junliang Xing, H. Ai

The First Asian Conference on Pattern Recognition

DOI

2011

Robust crowd counting using detection flow

Junliang Xing, H. Ai, Liwei Liu, S. Lao

2011 18th IEEE International Conference on Image Processing

DOI

2011

Background subtraction through multiple life span modeling

Junliang Xing, Liwei Liu, H. Ai

2011 18th IEEE International Conference on Image Processing

DOI

2010

Multiple Human Tracking Based on Multi-view Upper-Body Detection and Discriminative Learning

Junliang Xing, H. Ai, S. Lao

International Conference on Pattern Recognition

DOI

2009

Multi-object tracking through occlusions by local tracklets filtering and global tracklets association with detection responses

Junliang Xing, H. Ai, S. Lao

2009 IEEE Conference on Computer Vision and Pattern Recognition

DOI

研究方向

计算机视觉计算机博弈人机交互学习

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