| 2025 | ALT | Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate. | Jie Shen |
| 2024 | AAAI | Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution. | Kai Yin, Jie Shen |
| 2024 | CCGRID | Power of Insensitivity: Fixing Threshold Truncation of Switch Buffer Management Policies. | Yuan Lu, Dinghuang Hu, Guannan Zhang, Jie Shen, Dezun Dong |
| 2024 | IJCNN | YOLO-DS: Application of One-Stage Instance Segmentation in the Dark at Construction Sites. | Cong Zhang, Jie Shen |
| 2024 | VTC | Drone-Car Collaboration for Advanced Mobility: A Survey. | Khairul Mottakin, Demetrius Johnson, Jonathan Schall, Ryan Sauer, Olivia Pellegrini, Jie Shen, Zheng Song |
| 2024 | WISE | Temporal Preference and Knowledge-Aware Collaborative Attentive Network for Electrical Material Recommendation. | Jie Shen, Lei Chen, Guixiang Zhu, Jie Cao, Weiping Qin, Yihan Chen, Yiheng Lu |
| 2023 | AISTATS | PAC Learning of Halfspaces with Malicious Noise in Nearly Linear Time. | Jie Shen |
| 2023 | AISTATS | Semi-Verified PAC Learning from the Crowd. | Shiwei Zeng, Jie Shen |
| 2023 | ICIG | Gesture Recognition Method Based on Sim-ConvNeXt Model. | Yupeng Huo, Jie Shen, Li Wang, Yuxuan Wu |
| 2023 | ICIG | Deep Low-Rank Multimodal Fusion with Inter-modal Distribution Difference Constraint for ASD Diagnosis. | Minhao Xue, Li Wang, Jie Shen, Kangning Wang, Wanning Wu, Long Fu |
| 2023 | ICML | Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. | Shiwei Zeng, Jie Shen |
| 2023 | KDD | Certified Edge Unlearning for Graph Neural Networks. | Kun Wu, Jie Shen, Yue Ning, Ting Wang, Wendy Hui Wang |
| 2023 | WACV | FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection. | Jing Yang, Jie Shen, Yiming Lin, Yordan Hristov, Maja Pantic |
| 2023 | WiMob | Actigraphy-Based Algorithm for Spinal Range of Motion Assessment for Axial Spondyloarthritis Patients. | Sydney Peters, Tiancheng He, Yunzhao Xing, Rameez Chatni, In-Ho Song, Michelle Crouthamel, Nancy Curran, Dan Webster, Matthew Czech, Jie Shen |
| 2022 | HPCC | Optimizing Fast Trigonometric Functions on Modern CPUs. | Jie Shen, Biao Long, Chun Huang |
| 2022 | ICASSP | Training Strategies for Improved Lip-Reading. | Pingchuan Ma, Yujiang Wang, Stavros Petridis, Jie Shen, Maja Pantic |
| 2022 | ICML | Metric-Fair Active Learning. | Jie Shen, Nan Cui, Jing Wang |
| 2022 | ICML | Efficient PAC Learning from the Crowd with Pairwise Comparisons. | Shiwei Zeng, Jie Shen |
| 2022 | ICML | Residual-Based Sampling for Online Outlier-Robust PCA. | Tianhao Zhu, Jie Shen |
| 2022 | IJCNN | Dynamic Relation-Aware Multiple Instance Learning for Few-Shot Learning. | Kaipeng Zheng, Liu Cheng, Jie Shen |
| 2021 | ALT | Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance. | Jie Shen, Chicheng Zhang |
| 2021 | HPCC | A Noc Centric Low Overhead Multi-chip Interconnection Technology. | Xing Hu, Yang Zhang, Li Mao, Jie Shen, Zuocheng Xing |
| 2021 | ICANN | A Multimode Two-Stream Network for Egocentric Action Recognition. | Ying Li, Jie Shen, Xin Xiong, Wei He, Peng Li, Wenjie Yan |
| 2021 | ICML | On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise. | Jie Shen |
| 2021 | ICML | Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. | Jie Shen |
| 2021 | WACV | Lip-reading with Densely Connected Temporal Convolutional Networks. | Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic |
| 2020 | ACCV | Faster, Better and More Detailed: 3D Face Reconstruction with Graph Convolutional Networks. | Shiyang Cheng, Georgios Tzimiropoulos, Jie Shen, Maja Pantic |
| 2020 | CIKM | Data Augmentation for Graph Classification. | Jiajun Zhou, Jie Shen, Qi Xuan |
| 2020 | CVPR | Dynamic Face Video Segmentation via Reinforcement Learning. | Yujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantic |
| 2020 | ICASSP | Towards Pose-Invariant Lip-Reading. | Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic |
| 2020 | WACV | Shape Constrained Network for Eye Segmentation in the Wild. | Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic |
| 2020 | UAI | One-Bit Compressed Sensing via One-Shot Hard Thresholding. | Jie Shen |
| 2019 | AISTATS | Robust Matrix Completion from Quantized Observations. | Jie Shen, Pranjal Awasthi, Ping Li |
| 2019 | ICTAI | Crowd Counting via Enhanced Feature Channel Convolutional Neural Network. | Yinlong Bian, Jie Shen, Xin Xiong, Ying Li, Wei He, Peng Li |
| 2019 | ISPA | Enhanced Knowledge Distillation for Face Recognition. | Hao Ni, Jie Shen, Chong Yuan |
| 2019 | ISPA | Architectural Implications in Graph Processing of Accelerator with Gardenia Benchmark Suite. | Yang Zhang, Jie Shen, Zhen Xu, Shikai Qiu, Xuhao Chen |
| 2019 | KDD | Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams. | Richard Chen, Filip Jankovic, Nikki Marinsek, Luca Foschini, Lampros Kourtis, Alessio Signorini, Melissa Pugh, Jie Shen, Roy Yaari, Vera Maljkovic, Marc Sunga, Han Hee Song, Hyun Joon Jung, Belle L. Tseng, Andrew Trister |
| 2019 | MVA | Automatic Measurement of Visual Attention to Video Content using Deep Learning. | Attila Schulc, Jeffrey F. Cohn, Jie Shen, Maja Pantic |
| 2018 | HCI | From Traditional Culture to Lifestyle - A Case Study on Local Specialties in the Lingnan Area. | Zhaoqi Wu, Xiao Song, Jie Shen, Jie Tang |
| 2018 | HCI | Innovation Design of Rural Tourism Based on Service Design Methods - A Case Study of Beijing Lingshui Village. | Yanfei Zhu, Zhisheng Zhang, Chengqi Xue, Tianyang Zhu, Jie Shen |
| 2018 | ICASSP | Visual-Only Recognition of Normal, Whispered and Silent Speech. | Stavros Petridis, Jie Shen, Doruk Cetin, Maja Pantic |
| 2018 | ICCSA | An adaptive configuration method of knots and data parameters for NURBS curve interpolation. | Liangchen Hu, Huahao Shou, Jie Shen |
| 2018 | ICML | Provable Variable Selection for Streaming Features. | Jing Wang, Jie Shen, Ping Li |
| 2017 | CCGRID | PCSsampler: Sample-based, Private-state Cluster Scheduling. | Chunliang Hao, Jie Shen, Celia Chen, Heng Zhang, Yanjun Wu, Mingshu Li |
| 2017 | CVPR | The Menpo Facial Landmark Localisation Challenge: A Step Towards the Solution. | Stefanos Zafeiriou, George Trigeorgis, Grigorios Chrysos, Jiankang Deng, Jie Shen |
| 2017 | GLOBECOM | Decentralized Beamforming for Weighted Sum Energy Efficiency Maximization in MIMO Systems. | Fengxia Han, Shengjie Zhao, Lu Zhang, Kai Yang, Jie Shen |
| 2017 | ICCSA | A Safe Depth Forecasting Model for Insuring Tubewell Installations Against Arsenic Risk in Bangladesh. | Matilde Trevisani, Jie Shen, Alexander van Geen, Andrew Gelman, Shuky Ehrenberg, John Immel |
| 2017 | ICML | On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit. | Jie Shen, Ping Li |
| 2017 | PPoPP | High Performance Detection of Strongly Connected Components in Sparse Graphs on GPUs. | Pingfan Li, Xuhao Chen, Jie Shen, Jianbin Fang, Tao Tang, Canqun Yang |
| 2017 | SEKE | Enhancing sample-based scheduler with collaborate-state in big data cluster. | Chunliang Hao, Celia Chen, Jie Shen, Mingshu Li, Barry W. Boehm |
| 2017 | WSDM | Online Matrix Completion for Signed Link Prediction. | Jing Wang, Jie Shen, Ping Li, Huan Xu |
| 2016 | AISTATS | Learning Structured Low-Rank Representation via Matrix Factorization. | Jie Shen, Ping Li |
| 2016 | CLUSTER | Tiresias: Low-Overhead Sample Based Scheduling with Task Hopping. | Chunliang Hao, Jie Shen, Heng Zhang, Yanjun Wu, Mingshu Li |
| 2016 | COLING | Improved Word Embeddings with Implicit Structure Information. | Jie Shen, Cong Liu |
| 2016 | FDL | Heterogeneous computing with accelerators: an overview with examples. | Ana Lucia Varbanescu, Jie Shen |
| 2016 | ICASSP | Semi-autonomous data enrichment based on cross-task labelling of missing targets for holistic speech analysis. | Yue Zhang, Yuxiang Zhou, Jie Shen, Bjrn W. Schuller |
| 2016 | ICML | Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit. | Jie Shen, Ping Li, Huan Xu |
| 2015 | ACII | Sentiment apprehension in human-robot interaction with NAO. | Jie Shen, Ognjen Rudovic, Shiyang Cheng, Maja Pantic |
| 2015 | CCGRID | Improving Application Performance by Efficiently Utilizing Heterogeneous Many-core Platforms. | Jie Shen, Ana Lucia Varbanescu, Henk J. Sips |
| 2015 | EuroSys | Sparkle: adaptive sample based scheduling for cluster computing. | Chunliang Hao, Jie Shen, Heng Zhang, Xiao Zhang, Yanjun Wu, Mingshu Li |
| 2015 | ICPP | Matchmaking Applications and Partitioning Strategies for Efficient Execution on Heterogeneous Platforms. | Jie Shen, Ana Lucia Varbanescu, Xavier Martorell, Henk J. Sips |
| 2014 | ACCV | A Latent Clothing Attribute Approach for Human Pose Estimation. | Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu |
| 2014 | HPCC | Look before You Leap: Using the Right Hardware Resources to Accelerate Applications. | Jie Shen, Ana Lucia Varbanescu, Henk J. Sips |
| 2014 | ICS | Improving performance by matching imbalanced workloads with heterogeneous platforms. | Jie Shen, Ana Lucia Varbanescu, Peng Zou, Yutong Lu, Henk J. Sips |
| 2014 | MMSys | Real-time generic face tracking in the wild with CUDA. | Shiyang Cheng, Akshay Asthana, Stefanos Zafeiriou, Jie Shen, Maja Pantic |
| 2013 | PDP | ELMO: A User-Friendly API to Enable Local Memory in OpenCL Kernels. | Jianbin Fang, Ana Lucia Varbanescu, Jie Shen, Henk J. Sips |
| 2013 | PDP | Performance Traps in OpenCL for CPUs. | Jie Shen, Jianbin Fang, Henk J. Sips, Ana Lucia Varbanescu |
| 2012 | DCOSS | The Design and Implement of Acoustic Array Sensor Network Platform for Online Multi-target Tracking. | Yuanshi Li, Zhi Wang, Shuguo Zhuo, Jie Shen, Shengsheng Cai, Ming Bao, Dahang Feng |
| 2012 | ICPADS | Accelerating Cost Aggregation for Real-Time Stereo Matching. | Jianbin Fang, Ana Lucia Varbanescu, Jie Shen, Henk J. Sips, Gorkem Saygili, Laurens van der Maaten |
| 2011 | ICCSA | Removal of Surface Artifacts of Material Volume Data with Defects. | Jie Shen, Vela Diego, David Yoon |
| 2009 | AVSS | Cost-Effective Solution to Synchronized Audio-Visual Capture Using Multiple Sensors. | Jeroen Lichtenauer, Michel Franois Valstar, Jie Shen, Maja Pantic |
| 2009 | SMC | A Software Framework for Multimodal Human-Computer Interaction Systems. | Jie Shen, Maja Pantic |
| 2008 | GLOBECOM | Performance Analysis for Optimal Hybrid Medium Access Control in Wireless Sensor Networks. | Hanlin Deng, Jie Shen, Baoxian Zhang, Jun Zheng, Jian Ma, Haitao Liu |
| 2007 | CIS | Topic-Oriented Search Model Based on Multi-Agent. | Jie Shen, Rong-shuang Sun, Liu-hua Wei, Hui Zhang, Yan Zhu, Chen Chen |
| 2006 | APWEB | IRFCF: Iterative Rating Filling Collaborative Filtering Algorithm. | Jie Shen, Ying Lin, Gui-Rong Xue, Fan-De Zhu, Ai-Guo Yao |
| 2003 | ICCSA | A Parametrically-Optimized Morphing Scheme of Polygonal Meshes. | Jie Shen |
| 1988 | ICRA | A motion control scheme for a biped robot to climb sloping surfaces. | Yuan F. Zheng, Jie Shen, Fred R. Sias Jr. |