Jie Lin 0001Institute for Infocomm Research, SingaporeBeijing Jiaotong University, School of Computer Science and Technology, Beijing, ChinaPeking University, Institute of Digital Media, Beijing, Chinahttps://orcid.org/0000-0002-8971-0660Jie LinJie Lin 0002Xian Jiaotong University, School of Electronic and Information Engineering, Chinahttps://orcid.org/0000-0003-3476-110XJie Lin 0003Jane Lin 0001https://cme.uic.edu/profiles/jlin/https://orcid.org/0000-0001-9861-1974University of Illinois at Chicago, Department of Civil and Materials Engineering, USAJie Lin 0004AMD Inc., Sunnyvale, CA, USAUniversity of Central Florida, Orlando, FL, USAhttps://ieeexplore.ieee.org/author/37086026894https://orcid.org/0000-0002-9603-6520Chenjing LiuXiangru ChenJie Lin 0001Peng Hu 0002Junfeng WangXue GengEvolving masked low-rank transformer for long text understanding.1112072024152Appl. Soft Comput.https://doi.org/10.1016/j.asoc.2023.111207db/journals/asc/asc152.html#LiuCLHWG24Xiangru ChenChenjing LiuPeng Hu 0002Jie Lin 0001Yunhong GongYingke ChenDezhong PengXue GengAdaptive Masked Autoencoder Transformer for image classification.1119582024164Appl. Soft Comput.https://doi.org/10.1016/j.asoc.2024.111958db/journals/asc/asc164.html#ChenLHLGCPG24streams/journals/ascXiangru ChenChenjing LiuPeng Hu 0002Jie Lin 0001Yunhong GongYingke ChenDezhong PengXue GengEvolving filter criteria for randomly initialized network pruning in image classification.1278722024594Neurocomputinghttps://doi.org/10.1016/j.neucom.2024.127872db/journals/ijon/ijon594.html#ChenLHLGCPG24Weide LiuZhonghua WuYiming WangHenghui DingFayao LiuJie Lin 0001Guosheng LinLCReg: Long-tailed image classification with Latent Categories based Recognition.1099712024January145Pattern Recognit.https://doi.org/10.1016/j.patcog.2023.109971db/journals/pr/pr145.html#LiuWWDLLL24Chaitanya K. JoshiFayao LiuXu XunJie Lin 0001Chuan Sheng FooOn Representation Knowledge Distillation for Graph Neural Networks.4656-46672024April35IEEE Trans. Neural Networks Learn. Syst.4https://doi.org/10.1109/TNNLS.2022.3223018db/journals/tnn/tnn35.html#JoshiLXLF24Kaixin XuZhe Wang 0019Chunyun ChenXue GengJie Lin 0001Xulei YangMin Wu 0008Xiaoli Li 0001Weisi LinLPViT: Low-Power Semi-structured Pruning for Vision Transformers.269-2872024ECCV (71)https://doi.org/10.1007/978-3-031-73209-6_16conf/eccv/2024-71db/conf/eccv/eccv2024-71.html#XuWCGLYWLL24streams/conf/eccvXue GengZhe Wang 0019Chunyun ChenQing Xu 0015Kaixin XuChao Jin 0002Manas GuptaXulei YangZhenghua ChenMohamed M. Sabry AlyJie Lin 0001Min Wu 0008Xiaoli Li 0001From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.2024abs/2405.06038CoRRhttps://doi.org/10.48550/arXiv.2405.06038db/journals/corr/corr2405.html#abs-2405-06038Kaixin XuZhe Wang 0019Chunyun ChenXue GengJie Lin 0001Xulei YangMin Wu 0008Xiaoli Li 0001Weisi LinLPViT: Low-Power Semi-structured Pruning for Vision Transformers.2024abs/2407.02068CoRRhttps://doi.org/10.48550/arXiv.2407.02068db/journals/corr/corr2407.html#abs-2407-02068streams/journals/corrPeng Hu 0002Hongyuan ZhuJie Lin 0001Dezhong PengYin-Ping ZhaoXi Peng 0001Unsupervised Contrastive Cross-Modal Hashing.3877-38892023March45IEEE Trans. Pattern Anal. Mach. Intell.3https://doi.org/10.1109/TPAMI.2022.3177356db/journals/pami/pami45.html#HuZLPZP23Ruibing JinGuosheng LinMin Wu 0008Jie Lin 0001Zhengguo LiXiaoli Li 0001Zhenghua ChenUnlimited Knowledge Distillation for Action Recognition in the Dark.2023abs/2308.09327CoRRhttps://doi.org/10.48550/arXiv.2308.09327db/journals/corr/corr2308.html#abs-2308-09327Kaixin XuZhe Wang 0019Xue GengJie Lin 0001Min Wu 0008Xiaoli Li 0001Weisi LinEfficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks.2023abs/2308.10438CoRRhttps://doi.org/10.48550/arXiv.2308.10438db/journals/corr/corr2308.html#abs-2308-10438Weide LiuZhonghua WuYiming WangHenghui DingFayao LiuJie Lin 0001Guosheng LinLCReg: Long-Tailed Image Classification with Latent Categories based Recognition.2023abs/2309.07186CoRRhttps://doi.org/10.48550/arXiv.2309.07186db/journals/corr/corr2309.html#abs-2309-07186Souhail MeftahBenjamin Hong Meng TanKhin Mi Mi AungYuxiao LuJie Lin 0001Bharadwaj VeeravalliTowards high performance homomorphic encryption for inference tasks on CPU: An MPI approach.13-212022134Future Gener. Comput. Syst.https://doi.org/10.1016/j.future.2022.03.033https://www.wikidata.org/entity/Q114848490db/journals/fgcs/fgcs134.html#MeftahTALLV22Efe CamciManas GuptaMin Wu 0008Jie Lin 0001QLP: Deep Q-Learning for Pruning Deep Neural Networks.6488-6501202232IEEE Trans. Circuits Syst. Video Technol.10https://doi.org/10.1109/TCSVT.2022.3167951https://www.wikidata.org/entity/Q114933834db/journals/tcsv/tcsv32.html#CamciGWL22Peng Hu 0002Xi Peng 0001Hongyuan ZhuLiangli ZhenJie Lin 0001Huaibai YanDezhong PengDeep Semisupervised Multiview Learning With Increasing Views.12954-12965202252IEEE Trans. Cybern.12https://doi.org/10.1109/TCYB.2021.3093626db/journals/tcyb/tcyb52.html#HuPZZLYP22Huijing ZhanJie Lin 0001Kenan Emir AkBoxin ShiLing-Yu DuanAlex C. Kot$A^3$-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction.819-831202224IEEE Trans. Multim.https://doi.org/10.1109/TMM.2021.3059514db/journals/tmm/tmm24.html#ZhanLASDK22Fayao LiuGuosheng LinChuan-Sheng FooChaitanya K. JoshiJie Lin 0001Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis.42-5120223DVhttps://doi.org/10.1109/3DV57658.2022.00017conf/3dim/2022db/conf/3dim/3dv2022.html#LiuLFJL22Chunyun ChenTianyi Zhang 0004Zehui YuAdithi RaghuramanShwetalaxmi UdayanJie Lin 0001Mohamed M. Sabry AlyScalable Hardware Acceleration of Non-Maximum Suppression.96-992022DATEhttps://doi.org/10.23919/DATE54114.2022.9774717conf/date/2022db/conf/date/date2022.html#ChenZYRULA22Zhe Wang 0019Jie Lin 0001Xue GengMohamed M. Sabry AlyVijay Chandrasekhar 0001RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via Rate-Distortion Optimization.157-1722022ECCV (12)https://doi.org/10.1007/978-3-031-19775-8_10conf/eccv/2022-12db/conf/eccv/eccv2022-12.html#WangLGAC22Wei Wang 0283Zhuo Chen 0006Zhe Wang 0019Jie Lin 0001Long XuWeisi LinChannel-Wise Bit Allocation for Deep Visual Feature Quantization.3978-39822022ICIPhttps://doi.org/10.1109/ICIP46576.2022.9897325conf/icip/2022db/conf/icip/icip2022.html#WangCWLXL22Peng Hu 0002Xi Peng 0001Hongyuan ZhuMohamed M. Sabry AlyJie Lin 0001OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization.2022abs/2205.11141CoRRhttps://doi.org/10.48550/arXiv.2205.11141db/journals/corr/corr2205.html#abs-2205-11141Weide LiuZhonghua WuYiming WangHenghui DingFayao LiuJie Lin 0001Guosheng LinLong-tailed Recognition by Learning from Latent Categories.2022abs/2206.01010CoRRhttps://doi.org/10.48550/arXiv.2206.01010db/journals/corr/corr2206.html#abs-2206-01010Manas GuptaEfe CamciVishandi Rudy KenetaAbhishek VaidyanathanRitwik KanodiaChuan-Sheng FooMin Wu 0008Jie Lin 0001Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning.2022abs/2209.14624CoRRhttps://doi.org/10.48550/arXiv.2209.14624db/journals/corr/corr2209.html#abs-2209-14624Peng Hu 0002Xi Peng 0001Hongyuan ZhuJie Lin 0001Liangli ZhenWei Wang 0283Dezhong PengCross-modal discriminant adversarial network.1077342021112Pattern Recognit.https://doi.org/10.1016/j.patcog.2020.107734db/journals/pr/pr112.html#HuPZLZWP21Peng Hu 0002Xi Peng 0001Hongyuan ZhuJie Lin 0001Liangli ZhenDezhong PengJoint Versus Independent Multiview Hashing for Cross-View Retrieval.4982-4993202151IEEE Trans. Cybern.10https://doi.org/10.1109/TCYB.2020.3027614https://www.wikidata.org/entity/Q101061479db/journals/tcyb/tcyb51.html#HuPZLZP21Ahmad Al BadawiChao Jin 0002Jie Lin 0001Chan Fook MunSim Jun JieBenjamin Hong Meng TanXiao NanKhin Mi Mi AungVijay Ramaseshan ChandrasekharTowards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data With GPUs.1330-134320219IEEE Trans. Emerg. Top. Comput.3https://doi.org/10.1109/TETC.2020.3014636https://www.wikidata.org/entity/Q114846865db/journals/tetc/tetc9.html#BadawiJLMJTNAC21Huijing ZhanChenyu YiBoxin ShiJie Lin 0001Ling-Yu DuanAlex C. KotPose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning.133-144202123IEEE Trans. Multim.https://doi.org/10.1109/TMM.2020.2978669db/journals/tmm/tmm23.html#ZhanYSLDK21Qianli XuAna Garcia del MolinoJie Lin 0001Fen FangVigneshwaran SubbarajuLiyuan LiJoo-Hwee LimLifelog Image Retrieval Based on Semantic Relevance Mapping.92:1-92:18202117ACM Trans. Multim. Comput. Commun. Appl.3https://doi.org/10.1145/3446209db/journals/tomccap/tomccap17.html#XuMLFSLL21Ahmad Al BadawiBharadwaj VeeravalliJie Lin 0001Xiao NanKazuaki MatsumuraKhin Mi Mi AungMulti-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters.379-391202132IEEE Trans. Parallel Distributed Syst.2https://doi.org/10.1109/TPDS.2020.3021238https://www.wikidata.org/entity/Q121086263db/journals/tpds/tpds32.html#BadawiV0NMA21Peng Hu 0002Xi Peng 0001Hongyuan ZhuMohamed M. Sabry AlyJie Lin 0001OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization.7780-77882021AAAIhttps://doi.org/10.1609/aaai.v35i9.16950conf/aaai/2021db/conf/aaai/aaai2021.html#Hu0ZAL21Peng Hu 0002Xi Peng 0001Hongyuan ZhuLiangli ZhenJie Lin 0001Learning Cross-Modal Retrieval With Noisy Labels.5403-54132021CVPRhttps://openaccess.thecvf.com/content/CVPR2021/html/Hu_Learning_Cross-Modal_Retrieval_With_Noisy_Labels_CVPR_2021_paper.htmlhttps://doi.org/10.1109/CVPR46437.2021.00536conf/cvpr/2021db/conf/cvpr/cvpr2021.html#00020ZZ021Tianyi Zhang 0004Jie Lin 0001Peng Hu 0002Bin ZhaoMohamed M. Sabry AlyPSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery.15840-158482021CVPRhttps://openaccess.thecvf.com/content/CVPR2021/html/Zhang_PSRR-MaxpoolNMS_Pyramid_Shifted_MaxpoolNMS_With_Relationship_Recovery_CVPR_2021_paper.htmlhttps://doi.org/10.1109/CVPR46437.2021.01558conf/cvpr/2021db/conf/cvpr/cvpr2021.html#Zhang00ZA21Chunyun ChenZhe Wang 0019Xiaowei ChenJie Lin 0001Mohamed M. Sabry AlyEfficient Tunstall Decoder for Deep Neural Network Compression.1021-10262021DAChttps://doi.org/10.1109/DAC18074.2021.9586173conf/dac/2021db/conf/dac/dac2021.html#ChenWCLA21Wang ZheJie Lin 0001Mohamed M. Sabry AlySean I. YoungVijay Chandrasekhar 0001Bernd GirodRate-Distortion Optimized Coding for Efficient CNN Compression.253-2622021DCChttps://doi.org/10.1109/DCC50243.2021.00033conf/dcc/2021db/conf/dcc/dcc2021.html#Zhe0AY0G21Huijing ZhanJie Lin 0001PAN: Personalized Attention Network For Outfit Recommendation.2663-26672021ICIPhttps://doi.org/10.1109/ICIP42928.2021.9506344conf/icip/2021db/conf/icip/icip2021.html#Zhan021Govind NarasimmanKangkang LuArun RajaChuan Sheng FooMohamed M. Sabry AlyJie Lin 0001Vijay Chandrasekhar 0001A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition.2021abs/2101.04859CoRRhttps://arxiv.org/abs/2101.04859db/journals/corr/corr2101.html#abs-2101-04859Yuxiao LuJie Lin 0001Chao Jin 0002Zhe Wang 0019Khin Mi Mi AungXiaoli Li 0001FFConv: Fast Factorized Neural Network Inference on Encrypted Data.2021abs/2102.03494CoRRhttps://arxiv.org/abs/2102.03494db/journals/corr/corr2102.html#abs-2102-03494Tianyi Zhang 0004Jie Lin 0001Peng Hu 0002Bin ZhaoMohamed M. Sabry AlyPSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery.2021abs/2105.12990CoRRhttps://arxiv.org/abs/2105.12990db/journals/corr/corr2105.html#abs-2105-12990Weide LiuZhonghua WuHenghui DingFayao LiuJie Lin 0001Guosheng LinFew-Shot Segmentation with Global and Local Contrastive Learning.2021abs/2108.05293CoRRhttps://arxiv.org/abs/2108.05293db/journals/corr/corr2108.html#abs-2108-05293Chaitanya K. JoshiFayao LiuXu XunJie Lin 0001Chuan-Sheng FooOn Representation Knowledge Distillation for Graph Neural Networks.2021abs/2111.04964CoRRhttps://arxiv.org/abs/2111.04964db/journals/corr/corr2111.html#abs-2111-04964Peng Hu 0002Hongyuan ZhuXi Peng 0001Jie Lin 0001Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition.99-1062020AAAIhttps://doi.org/10.1609/aaai.v34i01.5339conf/aaai/2020db/conf/aaai/aaai2020.html#HuZ0L20Xue GengJie Lin 0001Shaohua LiCascaded Mixed-Precision Networks.241-2452020ICIPhttps://doi.org/10.1109/ICIP40778.2020.9190760conf/icip/2020db/conf/icip/icip2020.html#Geng0L20Li Wang 0057Ting Liu 0009Bing Wang 0003Jie Lin 0001Xulei YangGang Wang 0012Object Tracking Via ImageNet Classification Scores.2101-21052020ICIPhttps://doi.org/10.1109/ICIP40778.2020.9191129conf/icip/2020db/conf/icip/icip2020.html#005700LY020Quang-Hieu PhamPierre SevestreRamanpreet Singh PahwaHuijing ZhanChun Ho PangYuda ChenArmin MustafaVijay Chandrasekhar 0001Jie Lin 0001A*3D Dataset: Towards Autonomous Driving in Challenging Environments.2267-22732020ICRAhttps://doi.org/10.1109/ICRA40945.2020.9197385conf/icra/2020db/conf/icra/icra2020.html#PhamSPZPCM0020Jie Fu 0001Xue GengZhijian Duan 0001Bohan ZhuangXingdi YuanAdam TrischlerJie Lin 0001Chris PalHao Dong 0003Role-Wise Data Augmentation for Knowledge Distillation.2020abs/2004.08861CoRRhttps://arxiv.org/abs/2004.08861db/journals/corr/corr2004.html#abs-2004-08861Manas GuptaSiddharth AravindanAleksandra KaliszVijay Chandrasekhar 0001Jie Lin 0001Learning to Prune Deep Neural Networks via Reinforcement Learning.2020abs/2007.04756CoRRhttps://arxiv.org/abs/2007.04756db/journals/corr/corr2007.html#abs-2007-04756Ling-Yu DuanYihang LouYan BaiTiejun Huang 0001Wen Gao 0001Vijay Chandrasekhar 0001Jie Lin 0001Shiqi Wang 0001Alex ChiChung KotCompact Descriptors for Video Analysis: The Emerging MPEG Standard.44-54201926IEEE Multim.2https://doi.org/10.1109/MMUL.2018.2873844db/journals/ieeemm/ieeemm26.html#DuanLBHGCLWK19Zhaoqiang XiaJie Lin 0001Xiaoyi FengTrademark image retrieval via transformation-invariant deep hashing.108-116201959J. Vis. Commun. Image Represent.https://doi.org/10.1016/j.jvcir.2019.01.011db/journals/jvcir/jvcir59.html#XiaLF19Yuwei Wu 0001Feng Gao 0014Yicheng HuangJie Lin 0001Vijay Chandrasekhar 0001Junsong Yuan 0001Ling-Yu DuanCodebook-Free Compact Descriptor for Scalable Visual Search.388-401201921IEEE Trans. Multim.2https://doi.org/10.1109/TMM.2018.2856628https://www.wikidata.org/entity/Q114830805db/journals/tmm/tmm21.html#WuGHLCYD19Lile CaiBin ZhaoZhe Wang 0019Jie Lin 0001Chuan Sheng FooMohamed M. Sabry AlyVijay Chandrasekhar 0001MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors.9356-93642019CVPRhttp://openaccess.thecvf.com/content_CVPR_2019/html/Cai_MaxpoolNMS_Getting_Rid_of_NMS_Bottlenecks_in_Two-Stage_Object_Detectors_CVPR_2019_paper.htmlhttps://doi.org/10.1109/CVPR.2019.00958conf/cvpr/2019db/conf/cvpr/cvpr2019.html#CaiZWLFAC19Xue GengJie Fu 0001Bin ZhaoJie Lin 0001Mohamed M. Sabry AlyChristopher J. PalVijay Chandrasekhar 0001Dataflow-Based Joint Quantization for Deep Neural Networks.5742019DCChttps://doi.org/10.1109/DCC.2019.00086conf/dcc/2019db/conf/dcc/dcc2019.html#GengFZLAPC19Zhuo Chen 0006Jie Lin 0001Zhe Wang 0019Vijay Chandrasekhar 0001Weisi LinBeyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search.879-8832019ICIPhttps://doi.org/10.1109/ICIP.2019.8802944conf/icip/2019db/conf/icip/icip2019.html#ChenLW0L19Li Wang 0057Ting Liu 0009Bing Wang 0003Jie Lin 0001Xulei YangGang Wang 0012Learning Hierarchical Features for Visual Object Tracking With Recursive Neural Networks.3088-30922019ICIPhttps://doi.org/10.1109/ICIP.2019.8803386conf/icip/2019db/conf/icip/icip2019.html#Wang00LY019Wang ZheJie Lin 0001Vijay Chandrasekhar 0001Bernd GirodOptimizing the Bit Allocation for Compression of Weights and Activations of Deep Neural Networks.3826-38302019ICIPhttps://doi.org/10.1109/ICIP.2019.8803498conf/icip/2019db/conf/icip/icip2019.html#ZheL0G19Lile CaiAnne-Maelle BarnecheArthur HerboutChuan Sheng FooJie Lin 0001Vijay Ramaseshan ChandrasekharMohamed M. Sabry AlyTEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks.1-62019ISLPEDhttps://doi.org/10.1109/ISLPED.2019.8824934conf/islped/2019db/conf/islped/islped2019.html#CaiBHFLCA19Xue GengJie Fu 0001Bin ZhaoJie Lin 0001Mohamed M. Sabry AlyChristopher J. PalVijay Chandrasekhar 0001Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks.2019abs/1901.02064CoRRhttp://arxiv.org/abs/1901.02064db/journals/corr/corr1901.html#abs-1901-02064Jin ChaoAhmad Al BadawiBalagopal UnnikrishnanJie Lin 0001Chan Fook MunJames M. Brown 0001J. Peter CampbellMichael F. ChiangJayashree Kalpathy-CramerVijay Ramaseshan ChandrasekharPavitra KrishnaswamyKhin Mi Mi AungCaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images.2019abs/1901.10074CoRRhttp://arxiv.org/abs/1901.10074db/journals/corr/corr1901.html#abs-1901-10074Quang-Hieu PhamPierre SevestreRamanpreet Singh PahwaHuijing ZhanChun Ho PangYuda ChenArmin MustafaVijay Chandrasekhar 0001Jie Lin 0001A*3D Dataset: Towards Autonomous Driving in Challenging Environments.2019abs/1909.07541CoRRhttp://arxiv.org/abs/1909.07541db/journals/corr/corr1909.html#abs-1909-07541Xue GengJie Lin 0001Bin ZhaoAnmin KongMohamed M. Sabry AlyVijay Chandrasekhar 0001Hardware-Aware Softmax Approximation for Deep Neural Networks.107-1222018ACCV (4)https://doi.org/10.1007/978-3-030-20870-7_7conf/accv/2018-4db/conf/accv/accv2018-4.html#GengLZKAC18Ziqian ChenJie Lin 0001Vijay Chandrasekhar 0001Ling-Yu DuanGated Square-Root Pooling for Image Instance Retrieval.1982-19862018ICIPhttps://doi.org/10.1109/ICIP.2018.8451486conf/icip/2018db/conf/icip/icip2018.html#ChenLCD18Ahmad Al BadawiJin ChaoJie Lin 0001Chan Fook MunSim Jun JieBenjamin Hong Meng TanXiao NanKhin Mi Mi AungVijay Ramaseshan ChandrasekharThe AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs.2018abs/1811.00778CoRRhttp://arxiv.org/abs/1811.00778db/journals/corr/corr1811.html#abs-1811-00778Lile CaiAnne-Maelle BarnecheArthur HerboutChuan Sheng FooJie Lin 0001Vijay Ramaseshan ChandrasekharMohamed M. SabryTEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks.2018abs/1811.12065CoRRhttp://arxiv.org/abs/1811.12065db/journals/corr/corr1811.html#abs-1811-12065Ahmad Al BadawiJin ChaoJie Lin 0001Chan Fook MunSim Jun JieBenjamin Hong Meng TanXiao NanKhin Mi Mi AungVijay Ramaseshan ChandrasekharThe AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs.105620182018IACR Cryptol. ePrint Arch.https://eprint.iacr.org/2018/1056db/journals/iacr/iacr2018.html#BadawiCLMJTNAC18Sai Manoj PrakhyaJie Lin 0001Vijay Chandrasekhar 0001Weisi LinBingbing Liu3DHoPD: A Fast Low-Dimensional 3-D Descriptor.1472-147920172IEEE Robotics Autom. Lett.3https://doi.org/10.1109/LRA.2017.2667721db/journals/ral/ral2.html#PrakhyaLCLL17Sai Manoj PrakhyaWeisi LinVijay Chandrasekhar 0001Bingbing LiuJie Lin 0001Low Bit-rate 3D feature descriptors for depth data from Kinect-style sensors.40-49201751Signal Process. Image Commun.https://doi.org/10.1016/j.image.2016.11.004db/journals/spic/spic51.html#PrakhyaLCLL17Zhaoqiang XiaXiaoyi FengJie Lin 0001Abdenour HadidDeep convolutional hashing using pairwise multi-label supervision for large-scale visual search.109-116201759Signal Process. Image Commun.https://doi.org/10.1016/j.image.2017.06.008db/journals/spic/spic59.html#XiaFLH17Bappaditya MandalLiyuan LiGang Sam WangJie Lin 0001Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State.545-557201718IEEE Trans. Intell. Transp. Syst.3https://doi.org/10.1109/TITS.2016.2582900db/journals/tits/tits18.html#MandalLWL17Jie Lin 0001Ling-Yu DuanShiqi Wang 0001Yan BaiYihang LouVijay Chandrasekhar 0001Tiejun Huang 0001Alex ChiChung KotWen Gao 0001HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval.1968-1983201719IEEE Trans. Multim.9https://doi.org/10.1109/TMM.2017.2713410db/journals/tmm/tmm19.html#LinDWBLCHKG17Olivier MorèreAntoine VeillardJie Lin 0001Julie PettaVijay Chandrasekhar 0001Tomaso A. PoggioGroup Invariant Deep Representations for Image Instance Retrieval.2017AAAI Spring Symposiahttp://aaai.org/ocs/index.php/SSS/SSS17/paper/view/15274conf/aaaiss/2017db/conf/aaaiss/aaaiss2017.html#MorereVLPCP17Ana Garcia del MolinoBappaditya MandalJie Lin 0001Joo-Hwee LimVigneshwaran SubbarajuVijay Chandrasekhar 0001VC-I2R@ImageCLEF2017: Ensemble of Deep Learned Features for Lifelog Video Summarization.2017CLEF (Working Notes)https://ceur-ws.org/Vol-1866/paper_86.pdfconf/clef/2017wdb/conf/clef/clef2017w.html#MolinoMLLSC17Vijay Chandrasekhar 0001Jie Lin 0001Qianli LiaoOlivier MorèreAntoine VeillardLing-Yu DuanTomaso A. PoggioCompression of Deep Neural Networks for Image Instance Retrieval.300-3092017DCChttps://doi.org/10.1109/DCC.2017.93conf/dcc/2017db/conf/dcc/dcc2017.html#ChandrasekharLL17Yihang LouYan BaiJie Lin 0001Shiqi Wang 0001Jie Chen 0006Vijay Chandrasekhar 0001Ling-Yu DuanTiejun Huang 0001Alex ChiChung KotWen Gao 0001Compact Deep Invariant Descriptors for Video Retrieval.420-4292017DCChttps://doi.org/10.1109/DCC.2017.31conf/dcc/2017db/conf/dcc/dcc2017.html#LouBLW0CDHK017Yan BaiJie Lin 0001Vijay Chandrasekhar 0001Yihang LouShiqi Wang 0001Ling-Yu DuanTiejun Huang 0001Alex C. KotDeep regional feature pooling for video matching.380-3842017ICIPhttps://doi.org/10.1109/ICIP.2017.8296307conf/icip/2017db/conf/icip/icip2017.html#BaiLCLWDHK17Yicheng HuangLing-Yu DuanZhe Wang 0019Jie Lin 0001Vijay Chandrasekhar 0001Tiejun Huang 0001A Multi-Block N-ary trie structure for exact r-neighbour search in hamming space.1117-11212017ICIPhttps://doi.org/10.1109/ICIP.2017.8296455conf/icip/2017db/conf/icip/icip2017.html#HuangDWLCH17Kingsley KuanGaurav ManekJie Lin 0001Yuan Fang 0001Vijay Chandrasekhar 0001Region average pooling for context-aware object detection.1347-13512017ICIPhttps://doi.org/10.1109/ICIP.2017.8296501conf/icip/2017db/conf/icip/icip2017.html#KuanMLFC17Yuan Fang 0001Kingsley KuanJie Lin 0001Cheston TanVijay Chandrasekhar 0001Object Detection Meets Knowledge Graphs.1661-16672017IJCAIhttps://doi.org/10.24963/ijcai.2017/230https://www.wikidata.org/entity/Q50503046conf/ijcai/2017db/conf/ijcai/ijcai2017.html#FangKLTC17Jie Lin 0001Olivier MorèreAntoine VeillardLing-Yu DuanHanlin GohVijay Chandrasekhar 0001DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right.133-1412017ICMRhttps://doi.org/10.1145/3078971.3078983conf/mir/2017db/conf/mir/icmr2017.html#LinMVDGC17Olivier MorèreJie Lin 0001Antoine VeillardLing-Yu DuanVijay Chandrasekhar 0001Tomaso A. PoggioNested Invariance Pooling and RBM Hashing for Image Instance Retrieval.260-2682017ICMRhttps://doi.org/10.1145/3078971.3078987conf/mir/2017db/conf/mir/icmr2017.html#MorereLVDCP17Jie Lin 0001Ana Garcia del MolinoQianli XuFen FangVigneshwaran SubbarajuJoo-Hwee LimLiyuan LiVijay Chandrasekhar 0001VCI2R at the NTCIR-13 Lifelog-2 Lifelog Semantic Access Task.2017NTCIRhttps://research.nii.ac.jp/ntcir/workshop/OnlineProceedings13/pdf/ntcir/04-NTCIR13-LIFELOG-LinJ.pdfconf/ntcir/2017db/conf/ntcir/ntcir2017.html#0001MXFSLL017Qianli XuVigneshwaran SubbarajuAna Garcia del MolinoJie Lin 0001Fen FangJoo-Hwee LimLiyuan LiVijay Chandrasekhar 0001Visualizing Personal Lifelog Data for Deeper Insights at the NTCIR-13 Lifelog-2 Task.2017NTCIRhttps://research.nii.ac.jp/ntcir/workshop/OnlineProceedings13/pdf/ntcir/05-NTCIR13-LIFELOG-XuQ.pdfconf/ntcir/2017db/conf/ntcir/ntcir2017.html#XuSM0FLL017Vijay Chandrasekhar 0001Jie Lin 0001Qianli LiaoOlivier MorèreAntoine VeillardLing-Yu DuanTomaso A. PoggioCompression of Deep Neural Networks for Image Instance Retrieval.2017abs/1701.04923CoRRhttp://arxiv.org/abs/1701.04923db/journals/corr/corr1701.html#ChandrasekharLL17Ling-Yu DuanVijay Chandrasekhar 0001Shiqi Wang 0001Yihang LouJie Lin 0001Yan BaiTiejun Huang 0001Alex ChiChung KotWen Gao 0001Compact Descriptors for Video Analysis: the Emerging MPEG Standard.2017abs/1704.08141CoRRhttp://arxiv.org/abs/1704.08141db/journals/corr/corr1704.html#DuanCWLLBHK017Kingsley KuanMathieu RavautGaurav ManekHuiling ChenJie Lin 0001Babar NazirCen ChenTse Chiang HoweZeng ZengVijay Chandrasekhar 0001Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge.2017abs/1705.09435CoRRhttp://arxiv.org/abs/1705.09435db/journals/corr/corr1705.html#KuanRMCLNCHZC17Zhe Wang 0019Kingsley KuanMathieu RavautGaurav ManekSibo SongFang YuanKim SeokhwanNancy F. ChenLuis Fernando D'HaroAnh Tuan LuuHongyuan ZhuZeng ZengNgai-Man CheungGeorgios PiliourasJie Lin 0001Vijay Chandrasekhar 0001Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text.2017abs/1706.05461CoRRhttp://arxiv.org/abs/1706.05461db/journals/corr/corr1706.html#WangKRMSYSCETZZ17Gaurav ManekJie Lin 0001Vijay Chandrasekhar 0001Lingyu DuanSateesh GiduthuriXiaoli Li 0001Tomaso A. PoggioPruning Convolutional Neural Networks for Image Instance Retrieval.2017abs/1707.05455CoRRhttp://arxiv.org/abs/1707.05455db/journals/corr/corr1707.html#ManekLCDGLP17Fang YuanZhe Wang 0019Jie Lin 0001Luis Fernando D'HaroJung-Jae Kim 0001Zeng ZengVijay Chandrasekhar 0001End-to-End Video Classification with Knowledge Graphs.2017abs/1711.01714CoRRhttp://arxiv.org/abs/1711.01714db/journals/corr/corr1711.html#abs-1711-01714Vijay Chandrasekhar 0001Jie Lin 0001Olivier MorèreHanlin GohAntoine VeillardA practical guide to CNNs and Fisher Vectors for image instance retrieval.426-4392016128Signal Process.https://doi.org/10.1016/j.sigpro.2016.05.021db/journals/sigpro/sigpro128.html#ChandrasekharLM16Ling-Yu DuanVijay Chandrasekhar 0001Jie Chen 0006Jie Lin 0001Zhe Wang 0019Tiejun Huang 0001Bernd GirodWen Gao 0001Overview of the MPEG-CDVS Standard.179-194201625IEEE Trans. Image Process.1https://doi.org/10.1109/TIP.2015.2500034https://www.wikidata.org/entity/Q40318536db/journals/tip/tip25.html#DuanC0LWHGG16Jie Lin 0001Olivier MorèreJulie PettaVijay Chandrasekhar 0001Antoine VeillardTiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing.397-4062016DCChttps://doi.org/10.1109/DCC.2016.23conf/dcc/2016db/conf/dcc/dcc2016.html#LinMPCV16Sibo SongNgai-Man CheungVijay Chandrasekhar 0001Bappaditya MandalJie Lin 0001Egocentric activity recognition with multimodal fisher vector.2717-27212016ICASSPhttps://doi.org/10.1109/ICASSP.2016.7472171conf/icassp/2016db/conf/icassp/icassp2016.html#SongCCML16Olivier MorèreAntoine VeillardJie Lin 0001Julie PettaVijay Chandrasekhar 0001Tomaso A. PoggioGroup Invariant Deep Representations for Image Instance Retrieval.2016abs/1601.02093CoRRhttp://arxiv.org/abs/1601.02093db/journals/corr/corr1601.html#MorereVLPCP16Sibo SongNgai-Man CheungVijay Chandrasekhar 0001Bappaditya MandalJie Lin 0001Egocentric Activity Recognition with Multimodal Fisher Vector.2016abs/1601.06603CoRRhttp://arxiv.org/abs/1601.06603db/journals/corr/corr1601.html#SongCCML16Olivier MorèreJie Lin 0001Antoine VeillardVijay Chandrasekhar 0001Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval.2016abs/1603.04595CoRRhttp://arxiv.org/abs/1603.04595db/journals/corr/corr1603.html#MorereLVC16Ling-Yu DuanJie Lin 0001Zhe Wang 0019Tiejun Huang 0001Wen Gao 0001Weighted Component Hashing of Binary Aggregated Descriptors for Fast Visual Search.828-842201517IEEE Trans. Multim.6https://doi.org/10.1109/TMM.2015.2419973db/journals/tmm/tmm17.html#DuanLWHG15Jie Lin 0001Zhe Wang 0019Yitong WangVijay Chandrasekhar 0001Liyuan LiSelective aggregated descriptors for robust mobile image retrieval.169-1772015APSIPAhttps://doi.org/10.1109/APSIPA.2015.7415497conf/apsipa/2015db/conf/apsipa/apsipa2015.html#LinWWCL15Vijay Chandrasekhar 0001Jie Lin 0001Olivier MorèreAntoine VeillardHanlin GohCompact Global Descriptors for Visual Search.333-3422015DCChttps://doi.org/10.1109/DCC.2015.54conf/dcc/2015db/conf/dcc/dcc2015.html#ChandrasekharLM15Zhe Wang 0019Ling-Yu DuanJie Lin 0001Jie Chen 0006Tiejun Huang 0001Wen Gao 0001Optimizing Binary Fisher Codes for Visual Search.4752015DCChttps://doi.org/10.1109/DCC.2015.71conf/dcc/2015db/conf/dcc/dcc2015.html#WangDL0HG15Olivier MorèreHanlin GohAntoine VeillardVijay Chandrasekhar 0001Jie Lin 0001Co-regularized deep representations for video summarization.3165-31692015ICIPhttps://doi.org/10.1109/ICIP.2015.7351387conf/icip/2015db/conf/icip/icip2015.html#MorereGVCL15Zhangshuai HuangLing-Yu DuanJie Lin 0001Shiqi Wang 0001Siwei MaTiejun Huang 0001An efficient coding framework for compact descriptors extracted from video sequence.3822-38262015ICIPhttps://doi.org/10.1109/ICIP.2015.7351520conf/icip/2015db/conf/icip/icip2015.html#HuangDLWMH15Yitong WangLing-Yu DuanJie Lin 0001Zhe Wang 0019Tiejun Huang 0001Hierarchical multi-VLAD for image retrieval.4629-46332015ICIPhttps://doi.org/10.1109/ICIP.2015.7351684conf/icip/2015db/conf/icip/icip2015.html#WangDLWH15Zhe Wang 0019Ling-Yu DuanJie Lin 0001Xiaofang WangTiejun Huang 0001Wen Gao 0001Hamming Compatible Quantization for Hashing.2298-23042015IJCAIhttp://ijcai.org/Abstract/15/325conf/ijcai/2015db/conf/ijcai/ijcai2015.html#WangDLWHG15Jie Lin 0001Olivier MorèreVijay Chandrasekhar 0001Antoine VeillardHanlin GohDeepHash: Getting Regularization, Depth and Fine-Tuning Right.2015abs/1501.04711CoRRhttp://arxiv.org/abs/1501.04711db/journals/corr/corr1501.html#LinMCVG15Olivier MorèreHanlin GohAntoine VeillardVijay Chandrasekhar 0001Jie Lin 0001Co-Regularized Deep Representations for Video Summarization.2015abs/1501.07738CoRRhttp://arxiv.org/abs/1501.07738db/journals/corr/corr1501.html#MorereGVCL15Vijay Chandrasekhar 0001Jie Lin 0001Olivier MorèreHanlin GohAntoine VeillardA Practical Guide to CNNs and Fisher Vectors for Image Instance Retrieval.2015abs/1508.02496CoRRhttp://arxiv.org/abs/1508.02496db/journals/corr/corr1508.html#ChandrasekharLM15Jie Lin 0001Olivier MorèreJulie PettaVijay Chandrasekhar 0001Antoine VeillardTiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing.2015abs/1511.03055CoRRhttp://arxiv.org/abs/1511.03055db/journals/corr/corr1511.html#LinMPCV15Ling-Yu DuanJie Lin 0001Jie Chen 0006Tiejun Huang 0001Wen Gao 0001Compact Descriptors for Visual Search.30-40201421IEEE Multim.3https://doi.org/10.1109/MMUL.2013.66http://doi.ieeecomputersociety.org/10.1109/MMUL.2013.66https://www.wikidata.org/entity/Q114830852db/journals/ieeemm/ieeemm21.html#DuanLCHG14Zhe Wang 0019Ling-Yu DuanJie Lin 0001Tiejun Huang 0001Wen Gao 0001Miroslaw BoberComponent hashing of variable-length binary aggregated descriptors for fast image search.2217-22212014ICIPhttps://doi.org/10.1109/ICIP.2014.7025449conf/icip/2014db/conf/icip/icip2014.html#WangDLHGB14Yitong WangLing-Yu DuanJie Lin 0001Tiejun Huang 0001Wen Gao 0001Joint optimization of JPEG quantization table and coefficient thresholding for low bitrate mobile visual search.3978-39822014ICIPhttps://doi.org/10.1109/ICIP.2014.7025808conf/icip/2014db/conf/icip/icip2014.html#WangDLHG14Jie Lin 0001Ling-Yu DuanTiejun Huang 0001Wen Gao 0001Robust fisher codes for large scale image retrieval.1513-15172013ICASSPhttps://doi.org/10.1109/ICASSP.2013.6637904conf/icassp/2013db/conf/icassp/icassp2013.html#LinDHG13Jie Chen 0006Ling-Yu DuanJie Lin 0001Rongrong JiTiejun Huang 0001Wen Gao 0001On the interoperability of local descriptors compression.1518-15222013ICASSPhttps://doi.org/10.1109/ICASSP.2013.6637905conf/icassp/2013db/conf/icassp/icassp2013.html#0006DLJHG13Shuang YangLing-Yu DuanJie Lin 0001Tiejun Huang 0001A novel pair-wise image matching strategy with compact descriptors.2572-25762013ICIPhttps://doi.org/10.1109/ICIP.2013.6738530conf/icip/2013db/conf/icip/icip2013.html#YangDLH13Ling-Yu DuanFeng Gao 0014Jie Chen 0006Jie Lin 0001Tiejun Huang 0001Compact descriptors for mobile visual search and MPEG CDVS standardization.885-8882013ISCAShttps://doi.org/10.1109/ISCAS.2013.6571989conf/iscas/2013db/conf/iscas/iscas2013.html#DuanGCLH13Jie Lin 0001Ling-Yu DuanJie Chen 0006Rongrong JiSiwei LuoWen Gao 0001Learning multiple codebooks for low bit rate mobile visual search.933-9362012ICASSPhttps://doi.org/10.1109/ICASSP.2012.6288038conf/icassp/2012db/conf/icassp/icassp2012.html#LinD0JLG12Bing Li 0024Ling-Yu DuanJie Lin 0001Tiejun Huang 0001Allocating images and selecting image collections for distributed visual search.127-1312012ICIMCShttps://doi.org/10.1145/2382336.2382372conf/icimcs/2012db/conf/icimcs/icimcs2012.html#LiDLH12Jie Lin 0001Ling-Yu DuanJunsong Yuan 0001Qingyong LiSiwei LuoLearning sparse tag patterns for social image classification.2881-28842012ICIPhttps://doi.org/10.1109/ICIP.2012.6467501conf/icip/2012db/conf/icip/icip2012.html#LinDYLL12Jie Lin 0001Junsong Yuan 0001Ling-Yu DuanSiwei LuoWen Gao 0001Social Image Tagging by Mining Sparse Tag Patterns from Auxiliary Data.7-122012ICMEhttps://doi.org/10.1109/ICME.2012.170https://doi.ieeecomputersociety.org/10.1109/ICME.2012.170conf/icmcs/2012db/conf/icmcs/icme2012.html#LinYDLG12Kenan E. AkKenan Emir AkSiddharth AravindanKhin Mi Mi AungAhmad Al BadawiYan BaiAnne-Maelle BarnecheMiroslaw BoberJames M. Brown 0001Lile CaiEfe CamciJ. Peter CampbellVijay Chandrasekhar 0001Vijay Ramaseshan ChandrasekharJin ChaoCen ChenChunyun ChenHuiling ChenJie Chen 0006Nancy F. ChenXiangru ChenXiaowei ChenYingke ChenYuda ChenZhenghua ChenZhuo Chen 0006Ziqian ChenNgai-Man CheungMichael F. ChiangLuis Fernando D'HaroHenghui DingHao Dong 0003Ling-Yu DuanLingyu DuanZhijian Duan 0001Fen FangYuan Fang 0001Xiaoyi FengChuan-Sheng FooChuan Sheng FooJie Fu 0001Feng Gao 0014Wen Gao 0001Xue GengSateesh GiduthuriBernd GirodHanlin GohYunhong GongManas GuptaAbdenour HadidArthur HerboutTse Chiang HowePeng Hu 0002Tiejun Huang 0001Yicheng HuangZhangshuai HuangRongrong JiSim Jun JieChao Jin 0002Ruibing JinChaitanya K. JoshiAleksandra KaliszJayashree Kalpathy-CramerRitwik KanodiaVishandi Rudy KenetaJung-Jae Kim 0001Anmin KongAlex ChiChung KotAlex C. KotPavitra KrishnaswamyKingsley KuanBing Li 0024Liyuan LiQingyong LiShaohua LiXiaoli Li 0001Zhengguo LiQianli LiaoJoo-Hwee LimGuosheng LinWeisi LinBingbing LiuChenjing LiuFayao LiuTing Liu 0009Weide LiuYihang LouKangkang LuYuxiao LuSiwei LuoAnh Tuan LuuSiwei MaBappaditya MandalGaurav ManekKazuaki MatsumuraSouhail MeftahAna Garcia del MolinoOlivier MorèreChan Fook MunArmin MustafaXiao NanGovind NarasimmanBabar NazirRamanpreet Singh PahwaChristopher Joseph PalChristopher J. PalChris PalChun Ho PangDezhong PengXi Peng 0001Julie PettaQuang-Hieu PhamGeorgios PiliourasTomaso A. PoggioSai Manoj PrakhyaAdithi RaghuramanArun RajaMathieu RavautMohamed M. SabryMohamed M. Sabry AlyKim SeokhwanPierre SevestreBoxin ShiSibo SongVigneshwaran SubbarajuBenjamin Hong Meng TanCheston TanAdam TrischlerShwetalaxmi UdayanBalagopal UnnikrishnanAbhishek VaidyanathanBharadwaj VeeravalliAntoine VeillardBing Wang 0003Gang Wang 0012Gang S. WangGang Sam WangJunfeng WangLi Wang 0057Shiqi Wang 0001Wei Wang 0283Xiaofang WangYiming WangYitong WangZhe Wang 0019Min Wu 0008Yuwei Wu 0001Zhonghua WuZhaoqiang XiaKaixin XuLong XuQianli XuQing Xu 0015Xu XunHuaibai YanShuang YangXulei YangChenyu YiSean I. YoungZehui YuFang YuanJunsong Yuan 0001Xingdi YuanZeng ZengHuijing ZhanTianyi Zhang 0004Bin ZhaoYin-Ping ZhaoWang ZheLiangli ZhenHongyuan ZhuBohan Zhuang