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2020 – today
- 2022
[j77]Nuowen Kan
, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong:
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1607-1623 (2022)- [j76]Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado:
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. 34(2): 996-1010 (2022) - [j75]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets. IEEE Trans. Signal Inf. Process. over Networks 8: 63-77 (2022) - [i40]Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai:
All-optical graph representation learning using integrated diffractive photonic computing units. CoRR abs/2204.10978 (2022) - [i39]Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong:
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks. CoRR abs/2204.11640 (2022) - [i38]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning. CoRR abs/2204.12881 (2022) - 2021
- [j74]Yuhui Xu, Lingxi Xie, Wenrui Dai, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Hongkai Xiong, Qi Tian:
Partially-Connected Neural Architecture Search for Reduced Computational Redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 2953-2970 (2021) - [j73]Kexin Tang, Nuowen Kan, Junni Zou, Chenglin Li, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. 31(2): 798-815 (2021) - [j72]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2792-2807 (2021) - [j71]Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei:
Group Reidentification with Multigrained Matching and Integration. IEEE Trans. Cybern. 51(3): 1478-1492 (2021) - [j70]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Multiscale Representation Learning of Graph Data With Node Affinity. IEEE Trans. Signal Inf. Process. over Networks 7: 30-44 (2021) - [j69]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame. IEEE Trans. Signal Inf. Process. over Networks 7: 595-610 (2021) - [j68]Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction. IEEE Trans. Signal Process. 69: 3117-3131 (2021) - [c166]Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi:
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning. AAAI 2021: 8610-8617 - [c165]Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Compressive Sensing via Unfolded 𝓁1-constrained Convolutional Sparse Coding. DCC 2021: 183-192 - [c164]Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging. DCC 2021: 353 - [c163]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. GLOBECOM 2021: 1-6 - [c162]Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. ICASSP 2021: 1930-1934 - [c161]Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization. ICCV 2021: 12292-12301 - [c160]Ruoyu Sun, Hongkai Xiong:
Imitating What You Need: An Adaptive Framework for Detector Distillation. ICIG (1) 2021: 89-101 - [c159]Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Image Compression with Channel-Wise Grouped Context Modeling. ICIP 2021: 2099-2103 - [c158]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Monotonic Robust Policy Optimization with Model Discrepancy. ICML 2021: 4951-4960 - [c157]Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong:
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control. NOSSDAV 2021: 17-24 - [c156]Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network. VCIP 2021: 1-5 - [i37]Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong:
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses. CoRR abs/2102.07085 (2021) - [i36]Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation. CoRR abs/2106.04121 (2021) - [i35]Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Message Passing in Graph Convolution Networks via Adaptive Filter Banks. CoRR abs/2106.09910 (2021) - [i34]Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian:
Bag of Instances Aggregation Boosts Self-supervised Learning. CoRR abs/2107.01691 (2021) - [i33]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets. CoRR abs/2108.01660 (2021) - [i32]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. CoRR abs/2109.08933 (2021) - [i31]Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Hierarchical Graph Networks for 3D Human Pose Estimation. CoRR abs/2111.11927 (2021) - 2020
- [j67]Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan:
Key-Point Sequence Lossless Compression for Intelligent Video Analysis. IEEE Multim. 27(3): 12-22 (2020) - [j66]Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach:
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. IEEE J. Sel. Top. Signal Process. 14(1): 161-176 (2020) - [j65]Weiyao Lin, Tushar Shankar Shinde, Wenrui Dai, Mingzhou Liu, Xiaoyi He, Anil Kumar Tiwari, Hongkai Xiong:
Adaptive lossless compression of skeleton sequences. Signal Process. Image Commun. 80 (2020) - [j64]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-Based Decentralized Coded Caching for Files and Caches With Arbitrary Sizes. IEEE Trans. Commun. 68(4): 2090-2105 (2020) - [j63]Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3528-3543 (2020) - [j62]Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong:
Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis. IEEE Trans. Circuits Syst. Video Technol. 30(11): 4269-4283 (2020) - [j61]Xiaopeng Zhang, Yang Yang, Hongkai Xiong, Jiashi Feng:
PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network. IEEE Trans. Image Process. 29: 2568-2582 (2020) - [j60]Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong:
Iterative Deep Neural Network Quantization With Lipschitz Constraint. IEEE Trans. Multim. 22(7): 1874-1888 (2020) - [j59]Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu:
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. IEEE Trans. Multim. 22(11): 2749-2763 (2020) - [c155]Haohang Xu, Jin Li, Hongkai Xiong, Hui Lu:
FedMax: Enabling a Highly-Efficient Federated Learning Framework. CLOUD 2020: 426-434 - [c154]Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong:
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification. CVPR 2020: 4302-4311 - [c153]Jixiang Luo, Shaohui Li, Wenrui Dai, Yuhui Xu, De Cheng, Gang Li, Hongkai Xiong:
Noise-to-Compression Variational Autoencoder for Efficient End-to-End Optimized Image Coding. DCC 2020: 33-42 - [c152]Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong:
REV-AE: A Learned Frame Set for Image Reconstruction. ICASSP 2020: 1823-1827 - [c151]Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong:
Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation. ICIP 2020: 1491-1495 - [c150]Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong:
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search. ICLR 2020 - [c149]Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong:
Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks. ICME 2020: 1-6 - [c148]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. IJCAI 2020: 977-983 - [c147]Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search. IJCAI 2020: 2088-2095 - [c146]Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong:
FedExg: Federated Learning with Model Exchange. ISCAS 2020: 1-5 - [c145]Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong:
DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing. ISCAS 2020: 1-5 - [c144]Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks. ACM Multimedia 2020: 682-690 - [c143]Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression. VCIP 2020: 222-225 - [c142]Hao Li, Xiaopeng Zhang, Qi Tian, Hongkai Xiong:
Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition. VCIP 2020: 243-246 - [i30]Mingxing Xu, Wenrui Dai, Chunmiao Liu, Xing Gao, Weiyao Lin, Guo-Jun Qi, Hongkai Xiong:
Spatial-Temporal Transformer Networks for Traffic Flow Forecasting. CoRR abs/2001.02908 (2020) - [i29]Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Bowen Shi, Qi Tian, Hongkai Xiong:
Latency-Aware Differentiable Neural Architecture Search. CoRR abs/2001.06392 (2020) - [i28]Hao Li, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition. CoRR abs/2004.02684 (2020) - [i27]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. CoRR abs/2004.14566 (2020) - [i26]Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah:
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events. CoRR abs/2005.04490 (2020) - [i25]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Graph Pooling with Node Proximity for Hierarchical Representation Learning. CoRR abs/2006.11118 (2020) - [i24]Ruoyu Sun, Fuhui Tang, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Distilling Object Detectors with Task Adaptive Regularization. CoRR abs/2006.13108 (2020) - [i23]Haohang Xu, Hongkai Xiong, Guo-Jun Qi:
K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations. CoRR abs/2007.13310 (2020) - [i22]Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan:
Key-Point Sequence Lossless Compression for Intelligent Video Analysis. CoRR abs/2009.04646 (2020) - [i21]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization. CoRR abs/2010.09278 (2020) - [i20]Hao Li, Xiaopeng Zhang, Ruoyu Sun, Hongkai Xiong, Qi Tian:
Center-wise Local Image Mixture For Contrastive Representation Learning. CoRR abs/2011.02697 (2020) - [i19]Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan L. Yuille:
Batch Normalization with Enhanced Linear Transformation. CoRR abs/2011.14150 (2020) - [i18]Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian:
Hierarchical Semantic Aggregation for Contrastive Representation Learning. CoRR abs/2012.02733 (2020) - [i17]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-level Capsule Graph Neural Network. CoRR abs/2012.03476 (2020)
2010 – 2019
- 2019
- [j58]Junni Zou, Chenglin Li, Congcong Zhai, Hongkai Xiong, Eckehard G. Steinbach:
Joint Pricing and Cache Placement for Video Caching: A Game Theoretic Approach. IEEE J. Sel. Areas Commun. 37(7): 1566-1583 (2019) - [j57]Botao Wang, Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong, Yuan F. Zheng:
Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting. IEEE Trans. Circuits Syst. Video Technol. 29(1): 68-79 (2019) - [j56]Xiaopeng Zhang, Hongkai Xiong, Weiyao Lin, Qi Tian:
Weak to Strong Detector Learning for Simultaneous Classification and Localization. IEEE Trans. Circuits Syst. Video Technol. 29(2): 418-432 (2019) - [j55]Junni Zou, Liwan Huang, Xiaofeng Gao, Hongkai Xiong:
Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks. IEEE Trans. Cybern. 49(11): 3873-3886 (2019) - [j54]Guangcan Liu, Zhao Zhang, Qingshan Liu, Hongkai Xiong:
Robust Subspace Clustering With Compressed Data. IEEE Trans. Image Process. 28(10): 5161-5170 (2019) - [c141]Mingxing Xu, Wenrui Dai, Yangmei Shen, Hongkai Xiong:
MSGCNN: Multi-scale Graph Convolutional Neural Network for Point Cloud Segmentation. BigMM 2019: 118-127 - [c140]Shaohui Li, Ziyang Zheng, Wenrui Dai, Hongkai Xiong:
Lossy Image Compression with Filter Bank Based Convolutional Networks. DCC 2019: 23-32 - [c139]Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong:
DNQ: Dynamic Network Quantization. DCC 2019: 610 - [c138]Chunmiao Liu, Bowen Shi, Chenglin Li, Junni Zou, Yingqi Chen, Hongkai Xiong:
Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression. GLOBECOM 2019: 1-6 - [c137]Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong:
Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming. ICASSP 2019: 4030-4034 - [c136]Peng-Tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei, Hongkai Xiong:
Integral Object Mining via Online Attention Accumulation. ICCV 2019: 2070-2079 - [c135]Nuowen Kan, Chengming Liu, Junni Zou, Chenglin Li, Hongkai Xiong:
A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming. ICIP 2019: 141-145 - [c134]Yongzhuang Wang, Yangmei Shen, Hongkai Xiong, Weiyao Lin:
Adaptive Hard Example Mining for Image Captioning. ICIP 2019: 3342-3346 - [c133]Xiaoyi He, Mingzhou Liu, Weiyao Lin, Xintong Han, Yanmin Zhu, Hongtao Lu, Hongkai Xiong:
A Multimodal Lossless Coding Method for Skeletons in Videos. ICME Workshops 2019: 132-137 - [c132]Yuehan Xiong, Hongkai Xiong:
Graph-Based Descriptor Learning for Non-Rigid 3D Shapes. ISCAS 2019: 1-5 - [c131]Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong:
Single and Sequential Viewports Prediction for 360-Degree Video Streaming. ISCAS 2019: 1-5 - [c130]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
Trained Rank Pruning for Efficient Deep Neural Networks. EMC2@NeurIPS 2019: 14-17 - [c129]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Sizes. SPAWC 2019: 1-5 - [c128]Yukun Bao, Yuhui Xu, Hongkai Xiong:
Feature Map Alignment: Towards Efficient Design of Mixed-precision Quantization Scheme. VCIP 2019: 1-4 - [c127]Qiaoyu Lu, Chenglin Li, Junni Zou, Kexin Tang, Qi Wang, Hongkai Xiong:
Transcoding-Enabled Edge Caching and Delivery for Tile-Based Adaptive 360-Degree Video Streaming. VCIP 2019: 1-4 - [c126]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. VCIP 2019: 1-4 - [c125]Chen Zuo, Wei Zhang, Lingxi Xie, Qi Tian, Hongkai Xiong:
Det2Seg: A Two-Stage Approach for Road Object Segmentation from 3D Point Clouds. VCIP 2019: 1-4 - [i16]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. CoRR abs/1902.00637 (2019) - [i15]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Size. CoRR abs/1905.01633 (2019) - [i14]Mingzhou Liu, Xiaoyi He, Weiyao Lin, Xintong Han, Yanmin Zhu, Hongtao Lu, Hongkai Xiong:
A multimodal lossless coding method for skeletons in videos. CoRR abs/1905.01790 (2019) - [i13]Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei:
Group Re-Identification with Multi-grained Matching and Integration. CoRR abs/1905.07108 (2019) - [i12]Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach:
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. CoRR abs/1906.08575 (2019) - [i11]Xing Gao, Hongkai Xiong, Pascal Frossard:
iPool - Information-based Pooling in Hierarchical Graph Neural Networks. CoRR abs/1907.00832 (2019) - [i10]Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong:
PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search. CoRR abs/1907.05737 (2019) - [i9]Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi:
AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups. CoRR abs/1911.07004 (2019) - [i8]Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu:
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. CoRR abs/1912.11604 (2019) - [i7]Haohang Xu, Hongkai Xiong, Guojun Qi:
FLAT: Few-Shot Learning via Autoencoding Transformation Regularizers. CoRR abs/1912.12674 (2019) - 2018
- [j53]Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard:
Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming. IEEE Trans. Circuits Syst. Video Technol. 28(7): 1648-1664 (2018) - [j52]Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu:
Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast Over Wireless Networks. IEEE Trans. Multim. 20(2): 361-378 (2018) - [j51]Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard:
QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming. IEEE Trans. Multim. 20(4): 965-984 (2018) - [j50]Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Fully Decomposable Compressive Sampling With Joint Optimization for Multidimensional Sparse Representation. IEEE Trans. Signal Process. 66(3): 603-616 (2018) - [c124]Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong:
Deep Neural Network Compression With Single and Multiple Level Quantization. AAAI 2018: 4335-4342 - [c123]Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong:
Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion. AAAI 2018: 7130-7137 - [c122]Xiaopeng Zhang, Jiashi Feng, Hongkai Xiong, Qi Tian:
Zigzag Learning for Weakly Supervised Object Detection. CVPR 2018: 4262-4270 - [c121]Dongchen Yu, Xing Gao, Hongkai Xiong:
Structured Semantic Representation for Visual Question Answering. ICIP 2018: 2286-2290 - [c120]Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong:
Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming. ICIP 2018: 3264-3268 - [c119]Xing Gao, Hongkai Xiong:
Unsupervised Representation Learning with Prior-Free and Adversarial Mechanism Embedded Autoencoders. ICME 2018: 1-6 - [c118]Hao Xiao, Weiyao Lin, Bin Sheng, Ke Lu, Junchi Yan, Jingdong Wang, Errui Ding, Yihao Zhang, Hongkai Xiong:
Group Re-Identification: Leveraging and Integrating Multi-Grain Information. ACM Multimedia 2018: 192-200 - [c117]Zhiming Chen, Xintong Han, Weiyao Lin, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong:
Pedes