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Chenglin Li

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2024
[j54]
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Yonghui Ren, Yan Shi, Chenglin Li, Yanxu Jin:
Robot control system based on deep learning and RPA. J. Intell. Fuzzy Syst. 46(4): 10393-10403 (2024)
[j53]
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Liming Nie, Yangyang Zhao, Chenglin Li, Xuqiong Luo, Yang Liu:
Shadows in the Interface: A Comprehensive Study on Dark Patterns. Proc. ACM Softw. Eng. 1(FSE): 204-225 (2024)
[j52]
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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)
[j51]
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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)
[j50]
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Jiehao Li, Yaowen Liu, Chenglin Li, Qunfei Luo, Jiahuan Lu:
Pineapple Detection with YOLOv7-Tiny Network Model Improved via Pruning and a Lightweight Backbone Sub-Network. Remote. Sens. 16(15): 2805 (2024)
[j49]
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Xingcan Chen, Yi Zou, Chenglin Li, Wendong Xiao:
A Deep Learning Based Lightweight Human Activity Recognition System Using Reconstructed WiFi CSI. IEEE Trans. Hum. Mach. Syst. 54(1): 68-78 (2024)
[j48]
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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)
[j47]
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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)
[j46]
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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)
[j45]
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Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks. IEEE Trans. Signal Process. 72: 2827-2841 (2024)
2023
[j44]
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Yingjun He, Wenhui Ouyang, Shaolong Li, Lin Wang, Jing Zhou, Wenwei Su, Shenzhang Li, Donghui Mei, Yan Shi, Yanxu Jin, Chenglin Li, Yonghui Ren:
Cloud computing data privacy protection method based on blockchain. Int. J. Grid Util. Comput. 14(5): 480-492 (2023)
[j43]
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Chenglin Li, Baohai Wu, Zhao Zhang, Ying Zhang:
A novel process planning method of 3 + 2-axis additive manufacturing for aero-engine blade based on machine learning. J. Intell. Manuf. 34(4): 2027-2042 (2023)
[j42]
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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)
[j41]
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Yingpeng Dai, Chenglin Li, Xiaohang Su, Hongxian Liu, Jiehao Li:
Multi-Scale Depthwise Separable Convolution for Semantic Segmentation in Street-Road Scenes. Remote. Sens. 15(10): 2649 (2023)
[j40]
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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]
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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]
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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]
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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)
[j36]
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Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. IEEE Trans. Signal Process. 71: 1023-1038 (2023)
2022
[j35]
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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]
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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]
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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]
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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]
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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)
2021
[j30]
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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)
[j29]
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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)
[j28]
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Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang:
Similarity Embedding Networks for Robust Human Activity Recognition. ACM Trans. Knowl. Discov. Data 15(6): 98:1-98:17 (2021)
[j27]
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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]
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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]
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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)
2020
[j24]
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Chenglin Li:
A nonlocal reaction-diffusion prey-predator model with free boundary. Comput. Math. Appl. 79(2): 378-390 (2020)
[j23]
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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)
[j22]
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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)
2019
[j21]
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Chenglin Li, Keith G. Mills, Di Niu, Rui Zhu, Hongwen Zhang, Husam Kinawi:
Android Malware Detection Based on Factorization Machine. IEEE Access 7: 184008-184019 (2019)
[j20]
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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)
[j19]
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Jiefan Qiu, Chenglin Li, YueRan Li:
Secure and Smartphone-Assisted Reprogramming for Wireless Sensor Networks Based on Visible Light Communication. Wirel. Commun. Mob. Comput. 2019: 3430165:1-3430165:10 (2019)
2018
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Chenglin Li:
On global bifurcation for a cross-diffusion predator-prey system with prey-taxis. Comput. Math. Appl. 76(5): 1014-1025 (2018)
[j17]
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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)
[j16]
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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)
[j15]
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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)
2017
[j14]
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Chenglin Li:
Stability and bifurcation of a ratio-dependent prey-predator system with cross-diffusion. Comput. Math. Appl. 73(4): 565-575 (2017)
2016
[j13]
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Xiaoliang Meng, Xiaochuan Shi, Zi Wang, Shuang Wu, Chenglin Li:
A grid-based reliable routing protocol for wireless sensor networks with randomly distributed clusters. Ad Hoc Networks 51: 47-61 (2016)
[j12]
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Chenglin Li:
Global existence of classical solutions to the cross-diffusion three-species model with prey-taxis. Comput. Math. Appl. 72(5): 1394-1401 (2016)
2015
[j11]
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Chenglin Li, Hongkai Xiong, Dapeng Wu:
Delay-Rate-Distortion Optimized Rate Control for End-to-End Video Communication Over Wireless Channels. IEEE Trans. Circuits Syst. Video Technol. 25(10): 1665-1681 (2015)
2014
[j10]
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Chenglin Li, Aditya Kaushik, Guocheng Yin:
Global existence of classical solutions to an acid-mediated invasion model for tumor-stromal interactions. Appl. Math. Comput. 234: 599-605 (2014)
[j9]
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Junni Zou, Lu Jiang, Chenglin Li:
Content-aware optimization on rate-distortion and network traffic for scalable video multicast networks. Multim. Tools Appl. 71(3): 1975-1998 (2014)
[j8]
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Chenglin Li, Dapeng Wu, Hongkai Xiong:
Delay - Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints. IEEE Trans. Circuits Syst. Video Technol. 24(7): 1170-1183 (2014)
2013
[j7]
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Chenglin Li:
Global existence of solutions to a cross-diffusion predator-prey system with Holling type-II functional response. Comput. Math. Appl. 65(8): 1152-1162 (2013)
2012
[j6]
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Chenglin Li, Guohong Zhang:
Global Existence of Classical Solutions to a Three-Species Predator-Prey Model with Two Prey-Taxes. J. Appl. Math. 2012: 702603:1-702603:12 (2012)
[j5]
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Chenglin Li, Hongkai Xiong, Junni Zou, Chang Wen Chen:
Distributed Robust Optimization for Scalable Video Multirate Multicast Over Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. 22(6): 943-957 (2012)
2011
[j4]
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Chenglin Li, Junni Zou, Hongkai Xiong, Chang Wen Chen:
Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks. IEEE Trans. Circuits Syst. Video Technol. 21(2): 141-155 (2011)
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Junni Zou, Hongkai Xiong, Chenglin Li, Li Song, Zhihai He, Tsuhan Chen:
Prioritized Flow Optimization With Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting. IEEE Trans. Circuits Syst. Video Technol. 21(3): 259-273 (2011)
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Chenglin Li, Hongkai Xiong, Junni Zou, Zhihai He:
Joint Source and Flow Optimization for Scalable Video Multirate Multicast Over Hybrid Wired/Wireless Coded Networks. IEEE Trans. Circuits Syst. Video Technol. 21(5): 550-564 (2011)
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Junni Zou, Hongkai Xiong, Chenglin Li, Ruifeng Zhang, Zhihai He:
Lifetime and Distortion Optimization With Joint Source/Channel Rate Adaptation and Network Coding-Based Error Control in Wireless Video Sensor Networks. IEEE Trans. Veh. Technol. 60(3): 1182-1194 (2011)

Conference and Workshop Papers

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2024
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Maida Cao, Wenrui Dai, Shaohui Li, Han Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Entropy Relaxed Lattice Vector Quantization for Learned Image Compression. DCC 2024: 548
[c85]
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Wen Fei, Li Ding, Yu Pan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Initialization Seeds Facilitating Neural Network Quantization. DCC 2024: 554
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Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Adversarially Robust Neural Lyapunov Control. ECAI 2024: 1959-1966
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Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing. ECCV (22) 2024: 93-110
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Chenglin Li, Cheng Liu, Weichao Wu:
RuleGLM: An Ethics Evaluation Framework with Knowledge Vector Space. ICIC (LNAI 3) 2024: 463-474
[c81]
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Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Frequency-Aware Transformer for Learned Image Compression. ICLR 2024
[c80]
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Yaoming Wang, Jin Li, Xiaopeng Zhang, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian:
BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation. ICLR 2024
[c79]
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Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training. ICML 2024
[c78]
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Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. ICML 2024
[c77]
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Yaoming Wang, Jin Li, Wenrui Dai, Bowen Shi, Xiaopeng Zhang, Chenglin Li, Hongkai Xiong:
Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation. ICML 2024
2023
[c76]
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  - conf/aaai/LiSD0WSGLZX23
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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
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  - conf/caibda/MaoCZSHML23
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Zhengxiong Mao, Tao Chuan, Jing Zhou, Wenwei Su, Yingjun He, Donghui Mei, Chenglin Li:
Knowledge Graph-Based Approach to Unstructured Multi-Source Data Fusion. CAIBDA 2023: 663-669
[c74]
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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
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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
[c72]
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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
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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
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Chenglin Li, Yangyang Zhao, Yibiao Yang, Yuming Zhou, Liming Nie, Zuohua Ding:
Investigating the Impact of Bug Dependencies on Bug-Fixing Time Prediction. ESEM 2023: 1-12
[c69]
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Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Causal Representations for Generalizable Face Anti Spoofing. ICASSP 2023: 1-5
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Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP 2023: 3274-3278
[c67]
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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
[c66]
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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
[c65]
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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
[c64]
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  - conf/kdd/JiangLCGZQYN23
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Liyao Jiang, Chenglin Li, Haolan Chen, Xiaodong Gao, Xinwang Zhong, Yang Qiu, Shani Ye, Di Niu:
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness. KDD 2023: 4239-4251
[c63]
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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
[c62]
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Yanhan Zeng, Chenglin Li, Xiaofei Yu, Yanshen Luo, Jiahui Zhao, Jintao Li:
Optimization of CMOS Voltage Reference with Blended Distribution Estimation Based on Parameter Evolutionary Algorithms. MWSCAS 2023: 1010-1014
[c61]
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Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning. NeurIPS 2023
[c60]
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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
[c59]
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Yuchen Zhang, Mingjun Zhao, Chenglin Li, Weiyu Tou, Haolan Chen, Di Niu, Cunxiang Yin, Yancheng He, Fei Guo:
Online Volume Optimization for Notifications via Long Short-Term Value Modeling. PAKDD (3) 2023: 16-28
[c58]
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Chenglin Li, Yuanzhen Xie, Chenyun Yu, Bo Hu, Zang Li, Guoqiang Shu, Xiaohu Qie, Di Niu:
One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation. WSDM 2023: 366-374
2022
[c57]
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Kehao Wang, Chenglin Li, Ruiqi Ren:
High-Resolution with Global Context Network for Human Pose Estimation. APCC 2022: 621-626
[c56]
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  - conf/bmei/MaHLZL22
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Jianfei Ma, Pengfei He, Chenglin Li, Tongjing Zhang, Dawei Liang:
Mask recognition scheme based on improved Vision Transformer. CISP-BMEI 2022: 1-5
[c55]
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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
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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
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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
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Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong:
Video Compression via Inter-frame Chroma Prediction. DCC 2022: 457
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Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Graph Dictionary Learning for 3-D Point Cloud Compression. DCC 2022: 463
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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
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Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu:
MatRank: Text Re-ranking by Latent Preference Matrix. EMNLP (Findings) 2022: 2011-2023
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Haoyu Tu, Qixuan Zai, Chenglin Li, Youlong Wu:
Efficient Coded Distributed Computing via Joint Cellular and D2D Communications. ICC 2022: 853-858
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Jiayi Xu, Qin Yang, Chenglin Li, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention. ICIP 2022: 2501-2505
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Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Causal Intervention for Generalizable Face Anti-Spoofing. ICME 2022: 1-6
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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
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Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Search for Efficient Architecture. ISCAS 2022: 3140-3144
[c43]
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Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Optical Flow Inference for Video Colorization. ISCAS 2022: 3185-3189
[c42]
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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
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  - conf/pcs/FanFDLZX22
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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
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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
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Chenglin Li, Yangyang Zhao, Yibiao Yang:
An Empirical Study of the Bug Link Rate. QRS 2022: 177-188
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  - conf/wcsp/YuLW22
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Chuanhang Yu, Chenglin Li, Gang Wu:
Active User Detection for Uplink NOMA Communication: Deep Learning Approach. WCSP 2022: 592-597
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Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu:
RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. WSDM 2022: 571-581
2021
[c36]
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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]
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Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Compressive Sensing via Unfolded 𝓁₁-constrained Convolutional Sparse Coding. DCC 2021: 183-192
[c34]
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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
[c33]
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Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. GLOBECOM 2021: 1-6
[c32]
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Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. ICASSP 2021: 1930-1934
[c31]
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Yan Li, Chenglin Li, Xiran He, Yizhong Zhang, Gang Wu:
The Grassmannian-Codebook Based Non-Coherent Multiple Access for Massive Connections. ICCC 2021: 189-194
[c30]
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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]
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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]
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Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Monotonic Robust Policy Optimization with Model Discrepancy. ICML 2021: 4951-4960
[c27]
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Kehao Wang, Ruiqi Ren, Chenglin Li:
Multi-task Scale Adaptive Ladder Network for Crowd Counting. ICTAI 2021: 758-762
[c26]
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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]
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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
[c24]
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Chenglin Li, Di Niu, Bei Jiang, Xiao Zuo, Jianming Yang:
Meta-HAR: Federated Representation Learning for Human Activity Recognition. WWW 2021: 912-922
2020
[c23]
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Jiefan Qiu, Chenglin Li, Yuanchu Yin, Mingsheng Cao:
Research on Debugging Interaction of IoT Devices Based on Visible Light Communication. CollaborateCom (1) 2020: 132-147
[c22]
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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]
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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]
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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]
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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]
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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]
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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]
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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
2019
[c15]
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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
[c14]
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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
[c13]
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Chenglin Li, Zhi Zhang, Baoling Liu:
A 3-Dimensional Matching Method for Resource Allocation in D2D-Assisted Indoor Wireless Communications. ICCC 2019: 765-769
[c12]
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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
[c11]
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Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong:
Single and Sequential Viewports Prediction for 360-Degree Video Streaming. ISCAS 2019: 1-5
[c10]
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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
[c9]
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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
2017
[c8]
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Han Cheng, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Optimal decentralized coded caching for heterogeneous files. EUSIPCO 2017: 2531-2535
[c7]
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Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou, Pascal Frossard:
Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks. MMSP 2017: 1-6
2016
[c6]
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Chenglin Li, Pascal Frossard, Hongkai Xiong, Junni Zou:
Distributed wireless video caching placement for dynamic adaptive streaming. NOSSDAV 2016: 2:1-2:6
[c5]
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Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou:
Complexity constrained representation selection for dynamic adaptive streaming. VCIP 2016: 1-4
2014
[c4]
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Chenglin Li, Hongkai Xiong, Dapeng Oliver Wu:
Delay-rate-distortion optimized rate control for wireless video communication. ICIP 2014: 5996-6000
[c3]
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Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu:
Dynamic rate allocation and opportunistic routing for scalable video multirate multicast over time-varying wireless networks. INFOCOM Workshops 2014: 275-280
2013
[c2]
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Chenglin Li, Dapeng Wu, Hongkai Xiong:
Delay-power-rate-distortion model for H.264 video coding. ChinaSIP 2013: 505-509
2009
[c1]
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Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang:
Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks. GLOBECOM 2009: 1-8

Informal and Other Publications

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2024
[i30]
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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)
[i29]
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  - journals/corr/abs-2405-08013
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Chenglin Li, Yuanzhen Xie, Chenyun Yu, Lei Cheng, Bo Hu, Zang Li, Di Niu:
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network. CoRR abs/2405.08013 (2024)
[i28]
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  - journals/corr/abs-2407-09853
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Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong:
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation. CoRR abs/2407.09853 (2024)
[i27]
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  - journals/corr/abs-2408-06935
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Dongsheng Zuo, Jiadong Zhu, Chenglin Li, Yuzhe Ma:
UFO-MAC: A Unified Framework for Optimization of High-Performance Multipliers and Multiply-Accumulators. CoRR abs/2408.06935 (2024)
2023
[i26]
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  - journals/corr/abs-2302-07408
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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]
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  - journals/corr/abs-2303-02666
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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)
[i24]
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  - journals/corr/abs-2305-16334
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Yuanzhen Xie, Tao Xie, Mingxiong Lin, Wentao Wei, Chenglin Li, Beibei Kong, Lei Chen, Chengxiang Zhuo, Bo Hu, Zang Li:
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities. CoRR abs/2305.16334 (2023)
[i23]
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  - journals/corr/abs-2309-08159
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Liyao Jiang, Chenglin Li, Haolan Chen, Xiaodong Gao, Xinwang Zhong, Yang Qiu, Shani Ye, Di Niu:
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness. CoRR abs/2309.08159 (2023)
[i22]
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  - journals/corr/abs-2310-16387
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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]
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  - journals/corr/abs-2311-01197
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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]
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  - journals/corr/abs-2312-10310
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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)
[i19]
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  - journals/corr/abs-2312-10730
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Chenglin Li, Qianglong Chen, Caiyu Wang, Yin Zhang:
Mixed Distillation Helps Smaller Language Model Better Reasoning. CoRR abs/2312.10730 (2023)
2022
[i18]
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  - journals/corr/abs-2204-11640
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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]
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  - journals/corr/abs-2204-12881
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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]
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  - journals/corr/abs-2205-15571
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  - https://dblp.org/rec/journals/corr/abs-2205-15571
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)
[i15]
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  - journals/corr/abs-2206-02450
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Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. CoRR abs/2206.02450 (2022)
[i14]
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  - journals/corr/abs-2211-11964
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Chenglin Li, Yuanzhen Xie, Chenyun Yu, Bo Hu, Zang Li, Guoqiang Shu, Xiaohu Qie, Di Niu:
One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation. CoRR abs/2211.11964 (2022)
2021
[i13]
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  - journals/corr/abs-2106-00615
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Chenglin Li, Di Niu, Bei Jiang, Xiao Zuo, Jianming Yang:
Meta-HAR: Federated Representation Learning for Human Activity Recognition. CoRR abs/2106.00615 (2021)
[i12]
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  - journals/corr/abs-2106-09910
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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)
[i11]
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  - journals/corr/abs-2106-15283
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Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang:
Similarity Embedding Networks for Robust Human Activity Recognition. CoRR abs/2106.15283 (2021)
[i10]
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  - journals/corr/abs-2108-01660
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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)
[i9]
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  - journals/corr/abs-2109-08933
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Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. CoRR abs/2109.08933 (2021)
[i8]
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  - journals/corr/abs-2111-10093
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Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu:
RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. CoRR abs/2111.10093 (2021)
[i7]
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  - journals/corr/abs-2111-11927
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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
[i6]
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  - journals/corr/abs-2006-11118
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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]
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  - journals/corr/abs-2010-09278
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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]
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  - journals/corr/abs-2012-03476
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Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-level Capsule Graph Neural Network. CoRR abs/2012.03476 (2020)
2019
[i3]
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  - journals/corr/abs-1905-01633
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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)
[i2]
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  - journals/corr/abs-1906-08575
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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)
2018
[i1]
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  - journals/corr/abs-1805-11843
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Chenglin Li, Rui Zhu, Di Niu, Keith G. Mills, Hongwen Zhang, Husam Kinawi:
Android Malware Detection based on Factorization Machine. CoRR abs/1805.11843 (2018)

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