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Fan Li 0003

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affiliation (PhD 2010): Xi'an Jiaotong University, School of Electronic and Information Engineering, MOE Key Laboratory for Intelligent Networks and Network Security, China

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2024
[j68]
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Tantan Zhao, Fan Li, Lijun He:
Secure Video Offloading in Multi-UAV-Enabled MEC Networks: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 11(2): 2950-2963 (2024)
[j67]
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Yixing Yong, Jian Wang, Fan Li:
Class-Aware Prediction: A Solution to Center Point Collision for Anchor-Free Object Detection in Aerial Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j66]
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Le Yang, Ziwei Zheng, Jian Wang, Shiji Song, Gao Huang, Fan Li:
AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks. IEEE Trans. Cogn. Dev. Syst. 16(1): 332-345 (2024)
[j65]
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Ziwei Zheng, Le Yang, Yulin Wang, Miao Zhang, Lijun He, Gao Huang, Fan Li:
Dynamic Spatial Focus for Efficient Compressed Video Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(2): 695-708 (2024)
[j64]
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Lijun He, Zhihan Ren, Wanyue Zhang, Fan Li, Shaohui Mei:
Unsupervised Pansharpening Based on Double-Cycle Consistency. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j63]
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Tantan Zhao, Fan Li, Lijun He:
Secure Video Offloading in MEC-Enabled IIoT Networks: A Multicell Federated Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics 20(2): 1618-1629 (2024)
[j62]
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Jian Wang, Fan Li, Xuchong Zhang, Hongbin Sun:
Adversarial Obstacle Generation Against LiDAR-Based 3D Object Detection. IEEE Trans. Multim. 26: 2686-2699 (2024)
[j61]
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Zixi Wang, Fan Li, Yunfei Zhang, Yuan Zhang:
Low-Rate Feature Compression for Collaborative Intelligence: Reducing Redundancy in Spatial and Statistical Levels. IEEE Trans. Multim. 26: 2756-2771 (2024)
2023
[j60]
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Nan Shi, Ping Wang, Fan Li:
Domain-specific knowledge-driven pan-sharpening algorithm. Neurocomputing 520: 129-140 (2023)
[j59]
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Tantan Zhao, Fan Li, Lijun He:
DRL-Based Secure Aggregation and Resource Orchestration in MEC-Enabled Hierarchical Federated Learning. IEEE Internet Things J. 10(20): 17865-17880 (2023)
[j58]
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Ningwei Wang, Haixia Bi, Fan Li, Chen Xu, Jinghuai Gao:
Self-Distillation-Based Polarimetric Image Classification with Noisy and Sparse Labels. Remote. Sens. 15(24): 5751 (2023)
[j57]
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Xiaodi Guan, Fan Li, Xingliang Zhang, Mingyang Ma, Shaohui Mei:
Assessing Full-Resolution Pansharpening Quality: A Comparative Study of Methods and Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6860-6875 (2023)
[j56]
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Xin Fang, Yiping Duan, Qiyuan Du, Xiaoming Tao, Fan Li:
Sketch Assisted Face Image Coding for Human and Machine Vision: A Joint Training Approach. IEEE Trans. Circuits Syst. Video Technol. 33(10): 6086-6100 (2023)
[j55]
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Lijun He, Ziqing Wang, Liejun Wang, Fan Li:
Multimodal Mutual Attention-Based Sentiment Analysis Framework Adapted to Complicated Contexts. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7131-7143 (2023)
[j54]
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Mingyang Ma, Shaohui Mei, Fan Li, Yaoyang Ge, Qian Du:
Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)
[j53]
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Tantan Zhao, Fan Li, Lijun He:
DRL-Based Joint Resource Allocation and Device Orchestration for Hierarchical Federated Learning in NOMA-Enabled Industrial IoT. IEEE Trans. Ind. Informatics 19(6): 7468-7479 (2023)
[j52]
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Le Yang, Zelin Yang, Shiji Song, Fan Li, C. L. Philip Chen:
Twin Broad Learning System for Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
[j51]
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Xiaodi Guan, Fan Li, Yangfan Zhang, Pamela C. Cosman:
End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling. IEEE Trans. Multim. 25: 5206-5221 (2023)
2022
[j50]
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Lijun He, Nan Shi, Kainnat Malik, Fan Li:
Unsupervised defect inspection algorithm based on cascaded GAN with edge repair feature fusion. Appl. Intell. 52(2): 2051-2069 (2022)
[j49]
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Xiaoli Gong, Hangyu Hu, Zhengwei Wu, Lijun He, Le Yang, Fan Li:
Dark-channel based attention and classifier retraining for smoke detection in foggy environments. Digit. Signal Process. 123: 103454 (2022)
[j48]
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Xinyu Huang, Lijun He, Xing Chen, Liejun Wang, Fan Li:
Revenue and Energy Efficiency-Driven Delay-Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 9(11): 8852-8868 (2022)
[j47]
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Lijun He, Miao Zhang, Sijin Zhang, Liejun Wang, Fan Li:
MTRFN: Multiscale Temporal Receptive Field Network for Compressed Video Action Recognition at Edge Servers. IEEE Internet Things J. 9(15): 13965-13977 (2022)
[j46]
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Zixi Wang, Fan Li, Jing Xu, Pamela C. Cosman:
Human-Machine Interaction-Oriented Image Coding for Resource-Constrained Visual Monitoring in IoT. IEEE Internet Things J. 9(17): 16181-16195 (2022)
[j45]
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Tantan Zhao, Lijun He, Xinyu Huang, Fan Li:
DRL-Based Secure Video Offloading in MEC-Enabled IoT Networks. IEEE Internet Things J. 9(19): 18710-18724 (2022)
[j44]
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Hong Zhang, Fan Li, Zhisheng Yan:
A novel transmission approach based on video content for 360-degree streaming. Multim. Tools Appl. 81(23): 34067-34085 (2022)
[j43]
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Lijun He, Wanyue Zhang, Jiankang Shi, Fan Li:
Cross-Domain Association Mining Based Generative Adversarial Network for Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7770-7783 (2022)
[j42]
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Xiaodi Guan, Fan Li, Zhiwei Huang, Hantao Liu:
Study of Subjective and Objective Quality Assessment of Night-Time Videos. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6627-6641 (2022)
[j41]
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Jian Wang, Fan Li, Haixia Bi:
Gaussian Focal Loss: Learning Distribution Polarized Angle Prediction for Rotated Object Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j40]
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Xiaohan Yang, Fan Li, Leida Li, Ke Gu, Hantao Liu:
Study of Natural Scene Categories in Measurement of Perceived Image Quality. IEEE Trans. Instrum. Meas. 71: 1-12 (2022)
[j39]
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Taiyu Wang, Fan Li, Pamela C. Cosman:
Learning-Based Rate Control for Video-Based Point Cloud Compression. IEEE Trans. Image Process. 31: 2175-2189 (2022)
[j38]
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Yixin Mei, Li Li, Zhu Li, Fan Li:
Learning-Based Scalable Image Compression With Latent-Feature Reuse and Prediction. IEEE Trans. Multim. 24: 4143-4157 (2022)
[j37]
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Tantan Zhao, Lijun He, Xinyu Huang, Fan Li:
QoE-Driven Secure Video Transmission in Cloud-Edge Collaborative Networks. IEEE Trans. Veh. Technol. 71(1): 681-696 (2022)
2021
[j36]
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Lijun He, Shuai Wen, Liejun Wang, Fan Li:
Vehicle theft recognition from surveillance video based on spatiotemporal attention. Appl. Intell. 51(4): 2128-2143 (2021)
[j35]
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  - journals/iet-ipr/ZhangLY21
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Hong Zhang, Fan Li, Zhisheng Yan:
Feature fusion quality assessment model for DASH video streaming. IET Image Process. 15(1): 127-142 (2021)
[j34]
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Lijun He, Xiaoli Gong, Sirou Zhang, Liejun Wang, Fan Li:
Efficient attention based deep fusion CNN for smoke detection in fog environment. Neurocomputing 434: 224-238 (2021)
[j33]
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Zixi Wang, Guiguang Ding, Jungong Han, Fan Li:
Deep image compression with multi-stage representation. J. Vis. Commun. Image Represent. 79: 103226 (2021)
[j32]
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Zixi Wang, Fan Li:
Convolutional neural network based low complexity HEVC intra encoder. Multim. Tools Appl. 80(2): 2441-2460 (2021)
[j31]
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  - journals/remotesensing/Yang0S0H21
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Le Yang, Yiming Chen, Shiji Song, Fan Li, Gao Huang:
Deep Siamese Networks Based Change Detection with Remote Sensing Images. Remote. Sens. 13(17): 3394 (2021)
[j30]
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  - journals/remotesensing/WangYL21
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Jian Wang, Le Yang, Fan Li:
Predicting Arbitrary-Oriented Objects as Points in Remote Sensing Images. Remote. Sens. 13(18): 3731 (2021)
[j29]
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Fan Li, Yangfan Zhang, Pamela C. Cosman:
MMMNet: An End-to-End Multi-Task Deep Convolution Neural Network With Multi-Scale and Multi-Hierarchy Fusion for Blind Image Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 31(12): 4798-4811 (2021)
[j28]
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Xiaohan Yang, Fan Li, Hantao Liu:
A Measurement for Distortion Induced Saliency Variation in Natural Images. IEEE Trans. Instrum. Meas. 70: 1-14 (2021)
[j27]
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Taiyu Wang, Fan Li, Xiaoya Qiao, Pamela C. Cosman:
Low-Complexity Error Resilient HEVC Video Coding: A Deep Learning Approach. IEEE Trans. Image Process. 30: 1245-1260 (2021)
[j26]
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Xiaohan Yang, Fan Li, Hantao Liu:
TTL-IQA: Transitive Transfer Learning Based No-Reference Image Quality Assessment. IEEE Trans. Multim. 23: 4326-4340 (2021)
[j25]
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Xinyu Huang, Lijun He, Liejun Wang, Fan Li:
Towards 5G: Joint Optimization of Video Segment Caching, Transcoding and Resource Allocation for Adaptive Video Streaming in a Multi-Access Edge Computing Network. IEEE Trans. Veh. Technol. 70(10): 10909-10924 (2021)
2020
[j24]
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Xiaodi Guan, Lijun He, Mengyue Li, Fan Li:
Entropy Based Data Expansion Method for Blind Image Quality Assessment. Entropy 22(1): 60 (2020)
[j23]
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Xiaohan Yang, Fan Li, Hantao Liu:
Deep feature importance awareness based no-reference image quality prediction. Neurocomputing 401: 209-223 (2020)
2019
[j22]
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Xiaohan Yang, Fan Li, Hantao Liu:
A Survey of DNN Methods for Blind Image Quality Assessment. IEEE Access 7: 123788-123806 (2019)
[j21]
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Fan Li, Taiyu Wang, Pamela C. Cosman:
Joint rate adaptation and resource allocation for real-time H.265/HEVC video transmission over uplink OFDMA systems. Multim. Tools Appl. 78(18): 26807-26831 (2019)
2018
[j20]
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Taiyu Wang, Fan Li, Pamela C. Cosman:
H.265/HEVC Video Coding Over Lossy Networks: Flexible or Fixed Mode in One CTU? IEEE Access 6: 71279-71284 (2018)
[j19]
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Xiaohan Yang, Fan Li, Wei Zhang, Lijun He:
Blind Image Quality Assessment of Natural Scenes Based on Entropy Differences in the DCT Domain. Entropy 20(11): 885 (2018)
[j18]
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  - journals/sensors/HeQWL18
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Lijun He, Xiaoya Qiao, Shuai Wen, Fan Li:
Robust Object Tracking Based on Motion Consistency. Sensors 18(2): 572 (2018)
[j17]
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Yixin Mei, Fan Li, Lijun He, Liejun Wang:
Joint Source and Channel Rate Allocation over Noisy Channels in a Vehicle Tracking Multimedia Internet of Things System. Sensors 18(9): 2858 (2018)
[j16]
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Fan Li, Fu Shuang, Zi-yi Liu, Xueming Qian:
A Cost-Constrained Video Quality Satisfaction Study on Mobile Devices. IEEE Trans. Multim. 20(5): 1154-1168 (2018)
2017
[j15]
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Lijun He, Fan Li:
Content and buffer status aware packet scheduling and resource management framework for video streaming over LTE system. EURASIP J. Image Video Process. 2017: 73 (2017)
[j14]
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Fan Li, Shanshan Liu:
Object tracking via a cooperative appearance model. Knowl. Based Syst. 129: 61-78 (2017)
[j13]
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Hong Zhang, Fan Li, Na Li:
Compressed-domain-based no-reference video quality assessment model considering fast motion and scene change. Multim. Tools Appl. 76(7): 9485-9502 (2017)
[j12]
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Fan Li, Sirou Zhang, Xiaoya Qiao:
Scene-Aware Adaptive Updating for Visual Tracking via Correlation Filters. Sensors 17(11): 2626 (2017)
2016
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Fan Li, Na Li:
Region-of-interest based rate control algorithm for H.264/AVC video coding. Multim. Tools Appl. 75(8): 4163-4186 (2016)
2015
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Fan Li, Danyang Zhang, Liejun Wang:
Packet importance based scheduling strategy for H.264 video transmission in wireless networks. Multim. Tools Appl. 74(23): 10259-10275 (2015)
2013
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Fan Li, Danyang Zhang, Minghui Wang:
Multiuser multimedia communication over orthogonal frequency-division multiple access downlink systems. Concurr. Comput. Pract. Exp. 25(9): 1081-1090 (2013)
[j8]
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Wenshan Yin, Pinyi Ren, Fan Li, Qinghe Du:
Joint Sensing and Transmission for AF Relay Assisted PU Transmission in Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 31(11): 2249-2261 (2013)
[j7]
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Li Sun, Fan Li:
Adaptive protocol for cooperative communication systems with a single semi-blind amplify-and-forward relay. Telecommun. Syst. 53(1): 85-90 (2013)
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Fan Li, Pinyi Ren:
Joint packet scheduling and resource allocation with quality fairness for wireless VoD system. Telecommun. Syst. 53(1): 139-146 (2013)
2012
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Yichen Wang, Pinyi Ren, Fan Li, Zhou Su:
Cross-layer based power allocation over cognitive wireless relay link with statistical delay QoS guarantees. Concurr. Comput. Pract. Exp. 24(11): 1239-1251 (2012)
[j4]
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Fan Li, Pinyi Ren, Qinghe Du:
Joint Packet Scheduling and Subcarrier Assignment for Video Communications Over Downlink OFDMA Systems. IEEE Trans. Veh. Technol. 61(6): 2753-2767 (2012)
2010
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Fan Li, Guizhong Liu, Lijun He:
Cross-Layer Approach to Multiuser H.264 Video Transmission over Wireless Networks. J. Multim. 5(2): 110-117 (2010)
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Fan Li, Guizhong Liu, Lijun He:
A low complexity algorithm of packet scheduling and resource allocation for wireless VoD systems. IEEE Trans. Consumer Electron. 56(2): 1057-1062 (2010)
2009
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Fan Li, Guizhong Liu:
Compressed-Domain-Based Transmission Distortion Modeling for Precoded H.264/AVC Video. IEEE Trans. Circuits Syst. Video Technol. 19(12): 1908-1914 (2009)

Conference and Workshop Papers

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2022
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Zixi Wang, Yuan Zhang, Le Yang, Fan Li:
Privacy-preserved Intermediate Feature Compression for Cyber-Physical Systems. UbiComp/ISWC Adjunct 2022: 438-443
[c21]
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Le Yang, Zelin Yang, Ziwei Zheng, Lijun He, Fan Li, C. L. Philip Chen:
Anomaly Detection based on Broad Leaning System for Rolling Element Bearing Fault Diagnosis. UbiComp/ISWC Adjunct 2022: 462-467
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Yuan Zhang, Xin Fang, Fan Li, Lu Yu:
Mutual Learning Inspired Prediction Network for Video Anomaly Detection. PRCV (3) 2022: 578-593
2021
[c19]
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  - conf/cicai/ZhengYWL21
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Ziwei Zheng, Le Yang, Liejun Wang, Fan Li:
AD-DARTS: Adaptive Dropout for Differentiable Architecture Search. CICAI (2) 2021: 115-126
[c18]
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  - conf/huc/HeZZ021
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Lijun He, Miao Zhang, Sijin Zhang, Fan Li:
Physical Knowledge Driven Multi-scale Temporal Receptive Field Network for Compressed Video Action Recognition. UbiComp/ISWC Adjunct 2021: 625-630
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Le Yang, Xiaoli Gong, Zhengwei Wu, Yizeng Han, Lijun He, Fan Li:
Dark-Channel Mixed Attention Based Neural Networks for Smoke Detection in Fog Environment. UbiComp/ISWC Adjunct 2021: 691-696
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Yixin Mei, Fan Li, Li Li, Zhu Li:
Learn A Compression for Objection Detection - VAE with a Bridge. VCIP 2021: 1-5
2020
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Yixin Mei, Fan Li, Li Li, Zhu Li:
Activation Map Saliency Guided Filtering for Efficient Image Compression for Vision Tasks. ACSSC 2020: 1117-1121
[c14]
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Xinyu Huang, Lijun He, Xing Chen, Guizhong Liu, Fan Li:
A More Refined Mobile Edge Cache Replacement Scheme For Adaptive Video Streaming With Mutual Cooperation In Multi-Mec Servers. ICME 2020: 1-6
2019
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Xiaohan Yang, Fan Li, Hantao Liu:
A Comparative Study of DNN-Based Models for Blind Image Quality Prediction. ICIP 2019: 1019-1023
2018
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Li Sun, Hongbin Xu, Fan Li:
Message-Prioritization Based Unequal Secrecy Protection for Untrusted Two-Way Relaying Networks. ICC 2018: 1-6
[c11]
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Hongbin Xu, Li Sun, Fan Li:
Towards Enhanced Security for Two-Way Untrusted Relaying Systems: A Constellation Overlapping Scheme. ICC 2018: 1-7
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Fan Li, Yixin Mei, Zi-yi Liu, Pamela C. Cosman:
Scene-Aware Soccer Video QoE Assessment - A Compressed-Domain Approach. ICME 2018: 1-6
2013
[c9]
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Danyang Zhang, Fan Li, Chao Zhang:
Dual-decoder-model scheduling for H.264 video transmission over wireless networks. ICICS 2013: 1-5
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Shuhui Jiang, Xueming Qian, Yao Xue, Fan Li, Xingsong Hou:
Generating representative images for landmark by discovering high frequency shooting locations from community-contributed photos. ICME Workshops 2013: 1-6
[c7]
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Danyang Zhang, Fan Li, Zhou Su:
A distortion estimation based packet scheduling strategy for H.264 video over wireless networks. RACS 2013: 267-272
2012
[c6]
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Minghao Zhan, Pinyi Ren, Chao Zhang, Fan Li:
Throughput-optimized cross-layer routing for cognitive radio networks. ICCC 2012: 745-750
2011
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Fan Li, Yixin Gao:
ROI-based error resilient coding of H.264 for conversational video communication. IWCMC 2011: 1719-1723
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Qing Zhang, Guizhong Liu, Fan Li:
Utility Max-Min Fair Rate Allocation for Multiuser Multimedia Communications. MMM (1) 2011: 470-480
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Fan Li, Pinyi Ren, Qinghe Du:
Optimal Joint Subcarrier Assignment and Power Allocation for Multi-user Video Streaming over OFDMA Downlink Systems. WICON 2011: 1-11
2009
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Fan Li, Guizhong Liu, Lijun He:
Application-driven cross-layer design of multiuser H.264 video transmission over wireless networks. IWCMC 2009: 176-180
2007
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Fan Li, Guizhong Liu:
A Novel Marker System for Real-Time H.264 Video Delivery Over Diffserv Networks. ICME 2007: 2142-2145

Informal and Other Publications

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2021
[i3]
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Tantan Zhao, Lijun He, Xinyu Huang, Fan Li:
QoE-driven Secure Video Transmission in Cloud-edge Collaborative Networks. CoRR abs/2101.01484 (2021)
2020
[i2]
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  - journals/corr/abs-2005-07384
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Xinyu Huang, Lijun He, Liejun Wang, Fan Li:
Towards 5G: Joint Optimization of Video Segment Cache, Transcoding and Resource Allocation for Adaptive Video Streaming in a Muti-access Edge Computing Network. CoRR abs/2005.07384 (2020)
[i1]
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  - journals/corr/abs-2010-08119
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Xinyu Huang, Lijun He, Xing Chen, Liejun Wang, Fan Li:
Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach. CoRR abs/2010.08119 (2020)

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