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ORCIDChenglin Li
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Publications
- 2024
[j50]Xin Li
, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 975-993 (2024)- [j49]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1031-1048 (2024) - [j47]Qin Yang, Yuqi Li, Chenglin Li, Hao Wang, Sa Yan, Li Wei, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard:
SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention. IEEE Trans. Multim. 26: 3061-3076 (2024) - [j46]Kexin Tang, Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences. IEEE Trans. Multim. 26: 5340-5357 (2024) - [j45]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1025-1039 (2024) - [i27]Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. CoRR abs/2402.02149 (2024) - 2023
- [j42]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. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3226-3244 (2023) - [j40]Shaohui Li, Han Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Progressive Image Compression With Dead-Zone Quantizers. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2962-2978 (2023) - [j39]Lisha Wang, Chenglin Li, Wenrui Dai, Shaohui Li, Junni Zou, Hongkai Xiong:
QoE-Driven Adaptive Streaming for Point Clouds. IEEE Trans. Multim. 25: 2543-2558 (2023) - [j38]Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong:
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding. IEEE Trans. Multim. 25: 3059-3072 (2023) - [j37]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification. IEEE Trans. Signal Inf. Process. over Networks 9: 123-139 (2023) - [c75]Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. AAAI 2023: 1296-1304 - [c73]Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization. CVPR 2023: 3510-3519 - [c72]Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Jin Li, Yuchen Liu, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian:
Adapting Shortcut with Normalizing Flow: An Efficient Tuning Framework for Visual Recognition. CVPR 2023: 15965-15974 - [c71]Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Fully Integerized End-to-End Learned Image Compression. DCC 2023: 337 - [c70]Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates. DCC 2023: 371 - [c68]Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Causal Representations for Generalizable Face Anti Spoofing. ICASSP 2023: 1-5 - [c67]Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP 2023: 3274-3278 - [c66]Jin Li, Yaoming Wang, Xiaopeng Zhang, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian:
Progressively Compressed Auto-Encoder for Self-supervised Representation Learning. ICLR 2023 - [c65]Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization. ICML 2023: 41314-41330 - [c64]Yuqi Li, Qin Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution. ISCAS 2023: 1-5 - [c62]Yaoming Wang, Yuchen Liu, Xiaopeng Zhang, Jin Li, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian:
VioLET: Vision-Language Efficient Tuning with Collaborative Multi-modal Gradients. ACM Multimedia 2023: 4595-4605 - [c60]Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning. NeurIPS 2023 - [c59]Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian:
AiluRus: A Scalable ViT Framework for Dense Prediction. NeurIPS 2023 - [i26]Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. CoRR abs/2302.07408 (2023) - [i25]Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Lossless Compression for JPEG via Frequency-Domain Prediction. CoRR abs/2303.02666 (2023) - [i22]Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Frequency-Aware Transformer for Learned Image Compression. CoRR abs/2310.16387 (2023) - [i21]Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian:
AiluRus: A Scalable ViT Framework for Dense Prediction. CoRR abs/2311.01197 (2023) - [i20]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Dapeng Wu, Hongkai Xiong:
scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data. CoRR abs/2312.10310 (2023) - 2022
- [j35]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) - [j34]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
iPool - Information-Based Pooling in Hierarchical Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(9): 5032-5044 (2022) - [j33]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5253-5267 (2022) - [j32]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) - [j31]Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors. IEEE Trans. Signal Process. 70: 4424-4439 (2022) - [c55]Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning. BMVC 2022: 876 - [c54]Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li:
Contrastive Regression for Domain Adaptation on Gaze Estimation. CVPR 2022: 19354-19363 - [c53]Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong:
Entropy Modeling via Gaussian Process Regression for Learned Image Compression. DCC 2022: 163-172 - [c52]Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong:
Video Compression via Inter-frame Chroma Prediction. DCC 2022: 457 - [c51]Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Graph Dictionary Learning for 3-D Point Cloud Compression. DCC 2022: 463 - [c50]Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Decoder for Learned Image Compression via Structured Pruning. DCC 2022: 464 - [c46]Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Causal Intervention for Generalizable Face Anti-Spoofing. ICME 2022: 1-6 - [c45]Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-Precision Quantization of U-Net for Medical Image Segmentation. ISCAS 2022: 2871-2875 - [c44]Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Search for Efficient Architecture. ISCAS 2022: 3140-3144 - [c43]Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Optical Flow Inference for Video Colorization. ISCAS 2022: 3185-3189 - [c42]Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning. ACM Multimedia 2022: 3006-3016 - [c41]Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tensor Network-Based Entropy Coding For Learned Image Compression. PCS 2022: 235-239 - [c40]Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Optimal Tile-Based Encoding for 360-Degree Video Streaming. PCS 2022: 295-299 - [i18]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) - [i17]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) - [i16]Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong:
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling. CoRR abs/2205.15571 (2022) - 2021
- [j29]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) - [j27]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) - [j26]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) - [j25]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) - [c36]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. BMVC 2021: 387 - [c35]Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Compressive Sensing via Unfolded 𝓁1-constrained Convolutional Sparse Coding. DCC 2021: 183-192 - [c34]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 - [c32]Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. ICASSP 2021: 1930-1934 - [c30]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 - [c29]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 - [c28]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Monotonic Robust Policy Optimization with Model Discrepancy. ICML 2021: 4951-4960 - [c26]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 - [c25]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 - [i12]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) - [i10]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) - [i7]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
- [c22]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 - [c21]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 - [c20]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 - [c19]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 - [c18]Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong:
FedExg: Federated Learning with Model Exchange. ISCAS 2020: 1-5 - [c17]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 - [c16]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 - [i6]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Graph Pooling with Node Proximity for Hierarchical Representation Learning. CoRR abs/2006.11118 (2020) - [i5]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) - [i4]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-level Capsule Graph Neural Network. CoRR abs/2012.03476 (2020)
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