He Wang

He Wang is an Associate Professor at University College London

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Publications (grouped by year): 2023, 2022, 2021, 2020, Before 2020

    2023

  1. Wan Jiang, Yunfeng Diao, He Wang, Jianxin Sun, Meng Wang, Richang Hong.  Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples.   ACM Multimedia (ACM MM). 2023 Conference
     Paper   Code   BibTex
    @inproceedings{jiang2023unlearnable,
      author = {Wan Jiang and Yunfeng Diao and He Wang and Jianxin Sun and Meng Wang and Richang Hong},
      title = {Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples},
      booktitle = {ACM Multimedia (ACM MM)},
      year = {2023}
    }

  2. Xiangjun Tang, Linjun Wu, He Wang, Bo Hu, Xu Gong, Yuchen Liao, Songnan Li, Qilong Kou, Xiaogang Jin.  RSMT: Real-time Stylized Motion Transition for Characters.   ACM SIGGRAPH. 2023 Conference
     Paper   Video   Code   BibTex
    @inproceedings{tang2023rsmt,
      author = {Xiangjun Tang and Linjun Wu and He Wang and Bo Hu and Xu Gong and Yuchen Liao and Songnan Li and Qilong Kou and Xiaogang Jin},
      title = {RSMT: Real-time Stylized Motion Transition for Characters},
      booktitle = {ACM SIGGRAPH},
      pages = {1-10},
      year = {2023}
    }

  3. Hui Ying, Tianjia Shao, He Wang, Yin Yang, Kun Zhou.  Adaptive Local Basis Functions for Shape Completion.   ACM SIGGRAPH. 2023 Conference
     Paper   Code   BibTex
    @inproceedings{ying2023adaptive,
      author = {Hui Ying and Tianjia Shao and He Wang and Yin Yang and Kun Zhou},
      title = {Adaptive Local Basis Functions for Shape Completion},
      booktitle = {ACM SIGGRAPH},
      pages = {1--11},
      year = {2023}
    }

  4. Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert PH Shum.  Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient.   The Internaitional Conference on Computer Vision (ICCV). 2023 Conference
     Paper   Supplement   Video   Code   BibTex
    @inproceedings{lu2023hard,
      author = {Zhengzhi Lu and He Wang and Ziyi Chang and Guoan Yang and Hubert PH Shum},
      title = {Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient},
      booktitle = {The Internaitional Conference on Computer Vision (ICCV)},
      year = {2023}
    }

  5. He Wang, Yunfeng Diao, Zichang Tan, Guodong Guo.  Defending Black-box Skeleton-based Human Activity Classifiers.   The AAAI Conference on Artificial Intelligence (AAAI). 2023 Conference
     Project Page   Paper   Video   Code   BibTex
    @inproceedings{wang2023defending_1,
      author = {He Wang and Yunfeng Diao and Zichang Tan and Guodong Guo},
      title = {Defending Black-box Skeleton-based Human Activity Classifiers},
      booktitle = {The AAAI Conference on Artificial Intelligence (AAAI)},
      year = {2023}
    }

  6. Xiaoyu Pan, Bowen Zheng, Xinwei Jiang, Guanglong Xu, Xianli Gu, Jiangxiang Li, Qilong Kou, He Wang, Tianjia Shao, Kun Zhou, Xiaogang Jin.  A Locality-based Neural Solver for Optical Motion Capture.   ACM SIGGRAPH Asia. 2023 Conference
     Paper   Code   BibTex
    @inproceedings{pan2023locality,
      author = {Xiaoyu Pan and Bowen Zheng and Xinwei Jiang and Guanglong Xu and Xianli Gu and Jiangxiang Li and Qilong Kou and He Wang and Tianjia Shao and Kun Zhou and Xiaogang Jin},
      title = {A Locality-based Neural Solver for Optical Motion Capture},
      booktitle = {ACM SIGGRAPH Asia},
      year = {2023}
    }

  7. Sipeng Yang, Yunlu Zhao, Yuzhe Luo, He Wang, Hongyu Sun, Chen Li, Binghuang Cai, Xiaogang Jin.  MNSS: Neural Supersampling Framework for Real-Time Rendering on Mobile Devices.   IEEE Transactions on Visualization and Computer Graphics (TVCG). 2023 Journal
     Paper   BibTex
    @article{yang2023mnss,
      author = {Sipeng Yang and Yunlu Zhao and Yuzhe Luo and He Wang and Hongyu Sun and Chen Li and Binghuang Cai and Xiaogang Jin},
      title = {MNSS: Neural Supersampling Framework for Real-Time Rendering on Mobile Devices},
      journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
      pages = {1-14},
      year = {2023}
    }

  8. Yue Zhang, Sheng Quan Xie, He Wang, Chaoyang Shi, Zhiqiang Zhang.  Bayesian-based Classification Confidence Estimation for Enhancing SSVEP Detection.   IEEE Transactions on Instrumentation and Measurement (IEEE TIM). 2023 Journal
     Paper   BibTex
    @article{zhang2023bayesian,
      author = {Yue Zhang and Sheng Quan Xie and He Wang and Chaoyang Shi and Zhiqiang Zhang},
      title = {Bayesian-based Classification Confidence Estimation for Enhancing SSVEP Detection},
      journal = {IEEE Transactions on Instrumentation and Measurement (IEEE TIM)},
      pages = {1-12},
      year = {2023}
    }

  9. Pengpeng Hu, Xinxin Dai, Ran Zhao, He Wang, Yingliang Ma, Adrian Munteanu.  Point2PartVolume: Human Body Volume Estimation from A Single Depth Image.   IEEE Transactions on Instrumentation and Measurement (IEEE TIM). 2023 Journal
     Paper   BibTex
    @article{hu2023point2partvolume,
      author = {Pengpeng Hu and Xinxin Dai and Ran Zhao and He Wang and Yingliang Ma and Adrian Munteanu},
      title = {Point2PartVolume: Human Body Volume Estimation from A Single Depth Image},
      journal = {IEEE Transactions on Instrumentation and Measurement (IEEE TIM)},
      pages = {1-12},
      year = {2023}
    }

  10. Wei Xiang, He Wang, Yuqing Zhang, Milo K Yip, Xiaogang Jin.  Model-based Crowd Behaviours in Human-solution Space.   Computer Graphics Forum (CGF). 2023 Journal
     Paper   BibTex
    @article{xiang2023model,
      author = {Wei Xiang and He Wang and Yuqing Zhang and Milo K Yip and Xiaogang Jin},
      title = {Model-based Crowd Behaviours in Human-solution Space},
      journal = {Computer Graphics Forum (CGF)},
      pages = {e14919},
      year = {2023}
    }

  11. Bowen Dang, Xi Zhao, Bowen Zhang, He Wang.  Reconstructing 3D Human Pose from RGB-D Data with Occlusions.   Computer Graphics Forum (CGF). 2023 (Accepted in Pacific Graphics (PG) 2023) Journal
     Paper   Code   BibTex
    @article{dang2023reconstructing,
      author = {Bowen Dang and Xi Zhao and Bowen Zhang and He Wang},
      title = {Reconstructing 3D Human Pose from RGB-D Data with Occlusions},
      journal = {Computer Graphics Forum (CGF)},
      year = {2023}
    }

  12. Zhexi Peng, He Wang, Yanlin Weng, Yin Yang, Tianjia Shao.  Unsupervised image translation with distributional semantics awareness.   Computational Visual Media. 2023 Journal
     Paper   BibTex
    @article{peng2023unsupervised,
      author = {Zhexi Peng and He Wang and Yanlin Weng and Yin Yang and Tianjia Shao},
      title = {Unsupervised image translation with distributional semantics awareness},
      journal = {Computational Visual Media},
      year = {2023}
    }

  13. Jonathan Coney, Leif Denby, Andrew N. Ross, He Wang, Simon Vosper, Annelize van Niekerk, Tom Dunstan, Neil Hindley.  Identifying and characterising trapped lee waves using deep learning techniques.   Quarterly Journal of the Royal Meteorological Society. 2023 Journal
     Paper   BibTex
    @article{coney2023identifying,
      author = {Jonathan Coney and Leif Denby and Andrew N. Ross and He Wang and Simon Vosper and Annelize van Niekerk and Tom Dunstan and Neil Hindley},
      title = {Identifying and characterising trapped lee waves using deep learning techniques},
      journal = {Quarterly Journal of the Royal Meteorological Society},
      year = {2023}
    }

  14. He Wang, Yunfeng Diao.  Defending Black-box Classifiers by Bayesian Boundary Correction.   arxiv. 2023 Preprint
     Project Page   Paper   BibTex
    @misc{wang2023defending,
      author = {He Wang and Yunfeng Diao},
      title = {Defending Black-box Classifiers by Bayesian Boundary Correction},
      series = {arxiv},
      year = {2023}
    }

  15. Maria Luisa Taccari, He Wang, Somdatta Goswami, Jonathan Nuttall, Xiaohui Chen, Peter K Jimack.  Developing a cost-effective emulator for groundwater flow modeling using deep neural operators.   arxiv. 2023 Preprint
     Paper   BibTex
    @misc{taccari2023developing,
      author = {Maria Luisa Taccari and He Wang and Somdatta Goswami and Jonathan Nuttall and Xiaohui Chen and Peter K Jimack},
      title = {Developing a cost-effective emulator for groundwater flow modeling using deep neural operators},
      series = {arxiv},
      year = {2023}
    }

  16. Jiangbei Yue, Dinesh Manocha, He Wang.  Human Trajectory Forecasting with Explainable Behavioral Uncertainty.   arxiv. 2023 Preprint
     Project Page   Paper   BibTex
    @misc{yue2023human,
      author = {Jiangbei Yue and Dinesh Manocha and He Wang},
      title = {Human Trajectory Forecasting with Explainable Behavioral Uncertainty},
      series = {arxiv},
      year = {2023}
    }

  17. Maria Luisa Taccari, Oded Ovadia, He Wang, Adar Kahana, Xiaohui Chen, Peter K Jimack.  Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling.   The International Conference on Machine Learning (ICML). 2023 (The Synergy of Scientific and Machine Learning Modeling Workshop) Workshop
     Paper   Video   BibTex
    @inproceedings{taccari2023understanding,
      author = {Maria Luisa Taccari and Oded Ovadia and He Wang and Adar Kahana and Xiaohui Chen and Peter K Jimack},
      title = {Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling},
      booktitle = {The International Conference on Machine Learning (ICML)},
      year = {2023}
    }

  18. 2022

  19. Deshan Gong, Zhanxing Zhu, Andrew J Bulpitt, He Wang.  Fine-grained differentiable physics: a yarn-level model for fabrics.   The International Conference on Learning Representations (ICLR). 2022 Conference
     Project Page   Paper   Code   Video   Presentation   Poster   BibTex
    @inproceedings{gong2022fine,
      author = {Deshan Gong and Zhanxing Zhu and Andrew J Bulpitt and He Wang},
      title = {Fine-grained differentiable physics: a yarn-level model for fabrics},
      booktitle = {The International Conference on Learning Representations (ICLR)},
      year = {2022}
    }

  20. Jiawei Lu, He Wang, Tianjia Shao, Yin Yang, Kun Zhou.  Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction.   The AAAI Conference on Artificial Intelligence (AAAI). 2022 Conference
     Paper   BibTex
    @inproceedings{lu2022pose,
      author = {Jiawei Lu and He Wang and Tianjia Shao and Yin Yang and Kun Zhou},
      title = {Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction},
      booktitle = {The AAAI Conference on Artificial Intelligence (AAAI)},
      year = {2022}
    }

  21. Feixiang He, Yanlong Huang, He Wang.  iPLAN: interactive and procedural layout planning.   The Conference on Computer Vision and Pattern Recognition (CVPR). 2022 Conference
     Project Page   Paper   Code   BibTex
    @inproceedings{he2022iplan,
      author = {Feixiang He and Yanlong Huang and He Wang},
      title = {iPLAN: interactive and procedural layout planning},
      booktitle = {The Conference on Computer Vision and Pattern Recognition (CVPR)},
      year = {2022}
    }

  22. Xinran Yao, Shuning Wang, Wenxin Sun, He Wang, Yangjun Wang, Xiaogang Jin.  Crowd Simulation with Detailed Body Motion and Interaction.   Computer Graphics International (CGI). 2022 Conference
     Paper   Video   BibTex
    @inproceedings{yao2022crowd,
      author = {Xinran Yao and Shuning Wang and Wenxin Sun and He Wang and Yangjun Wang and Xiaogang Jin},
      title = {Crowd Simulation with Detailed Body Motion and Interaction},
      booktitle = {Computer Graphics International (CGI)},
      pages = {227--238},
      year = {2022}
    }

  23. Mohammed M Alghamdi, He Wang, Andrew J Bulpitt, David C Hogg.  Talking Head from Speech Audio using a Pre-trained Image Generator.   ACM Multimedia (ACM MM). 2022 Conference
     Project Page   Paper   Code   Poster   BibTex
    @inproceedings{alghamdi2022talking,
      author = {Mohammed M Alghamdi and He Wang and Andrew J Bulpitt and David C Hogg},
      title = {Talking Head from Speech Audio using a Pre-trained Image Generator},
      booktitle = {ACM Multimedia (ACM MM)},
      pages = {5228--5236},
      year = {2022}
    }

  24. Bowen Zhang, Xi Zhao, He Wang, Ruizhen Hu.  Shape Completion with Points in the Shadow.   ACM SIGGRAPH Asia. 2022 Conference
     Paper   Video   BibTex
    @inproceedings{zhang2022shape,
      author = {Bowen Zhang and Xi Zhao and He Wang and Ruizhen Hu},
      title = {Shape Completion with Points in the Shadow},
      booktitle = {ACM SIGGRAPH Asia},
      pages = {1--9},
      year = {2022}
    }

  25. Jiangbei Yue, Dinesh Manocha, He Wang.  Human trajectory prediction via neural social physics.   The European Conference on Computer Vision (ECCV). 2022 Conference
     Project Page   Paper   Video   Code   Poster   BibTex
    @inproceedings{yue2022human,
      author = {Jiangbei Yue and Dinesh Manocha and He Wang},
      title = {Human trajectory prediction via neural social physics},
      booktitle = {The European Conference on Computer Vision (ECCV)},
      pages = {376--394},
      year = {2022}
    }

  26. John Hartley, Hubert PH Shum, Edmond SL Ho, He Wang, Subramanian Ramamoorthy.  Formation control for UAVs using a Flux Guided approach.   Expert Systems with Applications. 2022 Journal
     Paper   BibTex
    @article{hartley2022formation,
      author = {John Hartley and Hubert PH Shum and Edmond SL Ho and He Wang and Subramanian Ramamoorthy},
      title = {Formation control for UAVs using a Flux Guided approach},
      journal = {Expert Systems with Applications},
      year = {2022}
    }

  27. Kyle IP Le Huray, He Wang, Frank Sobott, Antreas C Kalli.  Systematic simulation of the interactions of pleckstrin homology domains with membranes.   Science Advances. 2022 Journal
     Paper   BibTex
    @article{le2022systematic,
      author = {Kyle IP Le Huray and He Wang and Frank Sobott and Antreas C Kalli},
      title = {Systematic simulation of the interactions of pleckstrin homology domains with membranes},
      journal = {Science Advances},
      pages = {eabn6992},
      year = {2022}
    }

  28. Maria Luisa Taccari, Jonathan Nuttall, Xiaohui Chen, He Wang, Bennie Minnema, Peter K Jimack.  Attention U-Net as a surrogate model for groundwater prediction.   Advances in Water Resource. 2022 Journal
     Paper   BibTex
    @article{taccari2022attention,
      author = {Maria Luisa Taccari and Jonathan Nuttall and Xiaohui Chen and He Wang and Bennie Minnema and Peter K Jimack},
      title = {Attention U-Net as a surrogate model for groundwater prediction},
      journal = {Advances in Water Resource},
      pages = {104169},
      year = {2022}
    }

  29. Yue Zhang, Zhenhong Li, ShengQuan Xie, He Wang, Zhibin Yu, Zhiqiang Zhang.  Multi-objective optimization-based high-pass spatial filtering for SSVEP-based brain--computer interfaces.   IEEE Transactions on Instrumentation and Measurement (IEEE TIM). 2022 Journal
     Paper   BibTex
    @article{zhang2022multi,
      author = {Yue Zhang and Zhenhong Li and ShengQuan Xie and He Wang and Zhibin Yu and Zhiqiang Zhang},
      title = {Multi-objective optimization-based high-pass spatial filtering for SSVEP-based brain--computer interfaces},
      journal = {IEEE Transactions on Instrumentation and Measurement (IEEE TIM)},
      pages = {1--9},
      year = {2022}
    }

  30. Yunfeng Diao, Xin Tang, He Wang, Emma Christophine Florence Taylor, Shirui Xiao, Mengtian Xie, Wenming Cheng.  A large-scale container dataset and a baseline method for container hole localization.   Journal of Real-Time Image Processing. 2022 Journal
     Paper   BibTex
    @article{diao2022large,
      author = {Yunfeng Diao and Xin Tang and He Wang and Emma Christophine Florence Taylor and Shirui Xiao and Mengtian Xie and Wenming Cheng},
      title = {A large-scale container dataset and a baseline method for container hole localization},
      journal = {Journal of Real-Time Image Processing},
      pages = {577--589},
      year = {2022}
    }

  31. Xiangjun Tang, He Wang, Bo Hu, Xu Gong, Ruifan Yi, Qilong Kou, Xiaogang Jin.  Real-time Controllable Motion Transition for Characters.   ACM Transactions on Graphics (TOG). 2022 (Accepted in SIGGRAPH 2022) Journal
     Paper   Video   BibTex
    @article{tang2022real,
      author = {Xiangjun Tang and He Wang and Bo Hu and Xu Gong and Ruifan Yi and Qilong Kou and Xiaogang Jin},
      title = {Real-time Controllable Motion Transition for Characters},
      journal = {ACM Transactions on Graphics (TOG)},
      pages = {1-10},
      year = {2022}
    }

  32. Yi Han, He Wang, Xiaogang Jin.  Spatio-temporal Keyframe Control of Traffic Simulation using Coarse-to-Fine Optimization.   Computer Graphics Forum (CGF). 2022 (Accepted in Pacific Graphics 2022) Journal
     Paper   Video   BibTex
    @article{han2022spatio,
      author = {Yi Han and He Wang and Xiaogang Jin},
      title = {Spatio-temporal Keyframe Control of Traffic Simulation using Coarse-to-Fine Optimization},
      journal = {Computer Graphics Forum (CGF)},
      year = {2022}
    }

  33. Yunfeng Diao, He Wang, Tianjia Shao, Yongliang Yang, Kun Zhou, David Hogg.  Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack.   arxiv. 2022 Preprint
     Project Page   Paper   BibTex
    @misc{diao2022understanding,
      author = {Yunfeng Diao and He Wang and Tianjia Shao and Yongliang Yang and Kun Zhou and David Hogg},
      title = {Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack},
      series = {arxiv},
      year = {2022}
    }

  34. 2021

  35. Lijuan Liu, Yin Yang, Yi Yuan, Tianjia Shao, He Wang, Kun Zhou.  In-game residential home planning via visual context-aware global relation learning.   The AAAI Conference on Artificial Intelligence (AAAI). 2021 Conference
     Paper   BibTex
    @inproceedings{liu2021game,
      author = {Lijuan Liu and Yin Yang and Yi Yuan and Tianjia Shao and He Wang and Kun Zhou},
      title = {In-game residential home planning via visual context-aware global relation learning},
      booktitle = {The AAAI Conference on Artificial Intelligence (AAAI)},
      pages = {336--343},
      year = {2021}
    }

  36. Yufeng Diao, Tianjia Shao, Yongliang Yang, Kun Zhou, He Wang.  BASAR: Black-box attack on skeletal action recognition.   The Conference on Computer Vision and Pattern Recognition (CVPR). 2021 Conference
     Project Page   Paper   Supplement   Video   Code   Errata   BibTex
    @inproceedings{diao2021basar,
      author = {Yufeng Diao and Tianjia Shao and Yongliang Yang and Kun Zhou and He Wang},
      title = {BASAR: Black-box attack on skeletal action recognition},
      booktitle = {The Conference on Computer Vision and Pattern Recognition (CVPR)},
      pages = {7597--7607},
      year = {2021}
    }

  37. Xiaoyu Pan, Jiancong Huang, Jiaming Mai, He Wang, Honglin Li, Tongkui Su, Wenjun Wang, Xiaogang Jin.  HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction.   ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (ACM I3D). 2021 Conference
     Paper   Video   BibTex
    @inproceedings{pan2021heterskinnet,
      author = {Xiaoyu Pan and Jiancong Huang and Jiaming Mai and He Wang and Honglin Li and Tongkui Su and Wenjun Wang and Xiaogang Jin},
      title = {HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction},
      booktitle = {ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (ACM I3D)},
      year = {2021}
    }

  38. Hui Ying, He Wang, Tianjia Shao, Yin Yang, Kun Zhou.  Unsupervised Image Generation with Infinite Generative Adversarial Networks.   The Internaitional Conference on Computer Vision (ICCV). 2021 Conference
     Paper   Video   Poster   Code   BibTex
    @inproceedings{ying2021unsupervised,
      author = {Hui Ying and He Wang and Tianjia Shao and Yin Yang and Kun Zhou},
      title = {Unsupervised Image Generation with Infinite Generative Adversarial Networks},
      booktitle = {The Internaitional Conference on Computer Vision (ICCV)},
      pages = {14284--14293},
      year = {2021}
    }

  39. Evangelos Paschalidis, Albert Solernou, Mohamed Hasan, Gustav Markkula, He Wang, Richard Romano.  Estimation and safety validation of a roundabout gap-acceptance model in a simulated environment.   The Road Safety and Simulation Conference. 2021 Conference
     Paper   Slides   BibTex
    @inproceedings{paschalidis2021estimation,
      author = {Evangelos Paschalidis and Albert Solernou and Mohamed Hasan and Gustav Markkula and He Wang and Richard Romano},
      title = {Estimation and safety validation of a roundabout gap-acceptance model in a simulated environment},
      booktitle = {The Road Safety and Simulation Conference},
      year = {2021}
    }

  40. He Wang, Feixiang He, Zhexi Peng, Tianjia Shao, Yongliang Yang, Kun Zhou, David Hogg.  Understanding the robustness of skeleton-based action recognition under adversarial attack.   The Conference on Computer Vision and Pattern Recognition (CVPR). 2021 Conference
     Project Page   Paper   Supplement   Video   Code   BibTex
    @inproceedings{wang2021understanding,
      author = {He Wang and Feixiang He and Zhexi Peng and Tianjia Shao and Yongliang Yang and Kun Zhou and David Hogg},
      title = {Understanding the robustness of skeleton-based action recognition under adversarial attack},
      booktitle = {The Conference on Computer Vision and Pattern Recognition (CVPR)},
      pages = {14656--14665},
      year = {2021}
    }

  41. Fan Pan, Peiyu He, He Wang, Yuhang Xu, Xiaobo Pu, Qijun Zhao, Fei Chen, Dingchang Zheng.  Development and validation of a deep learning-based automatic auscultatory blood pressure measurement method.   Biomedical Signal Processing and Control. 2021 Journal
     Paper   BibTex
    @article{pan2021development,
      author = {Fan Pan and Peiyu He and He Wang and Yuhang Xu and Xiaobo Pu and Qijun Zhao and Fei Chen and Dingchang Zheng},
      title = {Development and validation of a deep learning-based automatic auscultatory blood pressure measurement method},
      journal = {Biomedical Signal Processing and Control},
      pages = {102742},
      year = {2021}
    }

  42. Siyuan Shen, Yin Yang, Tianjia Shao, He Wang, Chenfanfu Jiang, Lei Lan, Kun Zhou.  High-order differentiable autoencoder for nonlinear model reduction.   ACM Transactions on Graphics (TOG). 2021 Journal
     Paper   Video   BibTex
    @article{shen2021high,
      author = {Siyuan Shen and Yin Yang and Tianjia Shao and He Wang and Chenfanfu Jiang and Lei Lan and Kun Zhou},
      title = {High-order differentiable autoencoder for nonlinear model reduction},
      journal = {ACM Transactions on Graphics (TOG)},
      pages = {1-15},
      year = {2021}
    }

  43. Zheyan Zhang, Peter K Jimack, He Wang.  MeshingNet3D: Efficient generation of adapted tetrahedral meshes for computational mechanics.   Advances in Engineering Software. 2021 Journal
     Project Page   Paper   BibTex
    @article{zhang2021meshingnet3d,
      author = {Zheyan Zhang and Peter K Jimack and He Wang},
      title = {MeshingNet3D: Efficient generation of adapted tetrahedral meshes for computational mechanics},
      journal = {Advances in Engineering Software},
      pages = {103021},
      year = {2021}
    }

  44. Mohamed Hasan, Albert Solernou, Evangelos Paschalidis, He Wang, Gustav Markkula, Richard Romano.  Maneuver-aware pooling for vehicle trajectory prediction.   axiv. 2021 Preprint
     Paper   Code   BibTex
    @misc{hasan2021maneuver,
      author = {Mohamed Hasan and Albert Solernou and Evangelos Paschalidis and He Wang and Gustav Markkula and Richard Romano},
      title = {Maneuver-aware pooling for vehicle trajectory prediction},
      series = {axiv},
      year = {2021}
    }

  45. Mohamed Hasan, Albert Solernou, Evangelos Paschalidis, He Wang, Gustav Markkula, Richard Romano.  Maneuver-based anchor trajectory hypotheses at roundabouts.   arxiv. 2021 Preprint
     Paper   Code   BibTex
    @misc{hasan2021maneuver_1,
      author = {Mohamed Hasan and Albert Solernou and Evangelos Paschalidis and He Wang and Gustav Markkula and Richard Romano},
      title = {Maneuver-based anchor trajectory hypotheses at roundabouts},
      series = {arxiv},
      year = {2021}
    }

  46. 2020

  47. Mohamed Hasan, Matthew Warburton, Wisdom C Agboh, Mehmet R Dogar, Matteo Leonetti, He Wang, Faisal Mushtaq, Mark Mon-Williams, Anthony G Cohn.  Human-like Planning for Reaching in Cluttered Environments.   The International Conference on Robotics and Automation (ICRA). 2020 (covered by TechXplore) Conference
     Paper   Video   Code   Media   BibTex
    @inproceedings{hasan2020human,
      author = {Mohamed Hasan and Matthew Warburton and Wisdom C Agboh and Mehmet R Dogar and Matteo Leonetti and He Wang and Faisal Mushtaq and Mark Mon-Williams and Anthony G Cohn},
      title = {Human-like Planning for Reaching in Cluttered Environments},
      booktitle = {The International Conference on Robotics and Automation (ICRA)},
      year = {2020}
    }

  48. Zheyan Zhang, Yongxing Wang, Peter K Jimack, He Wang.  MeshingNet: A new mesh generation method based on deep learning.   The International Conference on Computational Science (ICCS). 2020 Conference
     Project Page   Paper   BibTex
    @inproceedings{zhang2020meshingnet,
      author = {Zheyan Zhang and Yongxing Wang and Peter K Jimack and He Wang},
      title = {MeshingNet: A new mesh generation method based on deep learning},
      booktitle = {The International Conference on Computational Science (ICCS)},
      pages = {186--198},
      year = {2020}
    }

  49. Wenheng Chen, He Wang, Yi Yuan, Tianjia Shao, Kun Zhou.  Dynamic future net: Diversified human motion generation.   ACM Multimedia (ACM MM). 2020 Conference
     Paper   BibTex
    @inproceedings{chen2020dynamic,
      author = {Wenheng Chen and He Wang and Yi Yuan and Tianjia Shao and Kun Zhou},
      title = {Dynamic future net: Diversified human motion generation},
      booktitle = {ACM Multimedia (ACM MM)},
      pages = {2131--2139},
      year = {2020}
    }

  50. Feixiang He, Yuanhang Xiang, Xi Zhao, He Wang.  Informative Scene Decomposition for Crowd Analysis, Comparison and Simulation Guidance.   ACM Transactions on Graphics (TOG). 2020 (Accepted in SIGGRAPH 2020) Journal
     Project Page   Paper   Video   Presentation   BibTex
    @article{he2020informative,
      author = {Feixiang He and Yuanhang Xiang and Xi Zhao and He Wang},
      title = {Informative Scene Decomposition for Crowd Analysis, Comparison and Simulation Guidance},
      journal = {ACM Transactions on Graphics (TOG)},
      year = {2020}
    }

  51. Yong Ji, Gaoming Jiang, Mengting Tang, Ningtao Mao, He Wang.  Three-dimensional simulation of warp knitted structures based on geometric unit cell of loop yarns.   Textile Research Journal. 2020 Journal
     Paper   BibTex
    @article{ji2020three,
      author = {Yong Ji and Gaoming Jiang and Mengting Tang and Ningtao Mao and He Wang},
      title = {Three-dimensional simulation of warp knitted structures based on geometric unit cell of loop yarns},
      journal = {Textile Research Journal},
      pages = {2639--2647},
      year = {2020}
    }

  52. Wei Xiang, Xinran Yao, He Wang, Xiaogang Jin.  FASTSWARM: A data-driven framework for real-time flying insect swarm simulation.   Computer Graphics Forum (CGF). 2020 (Best Student Paper Nomination in CASA 2020)(Cover Featured) Journal
     Paper   BibTex
    @article{xiang2020fastswarm,
      author = {Wei Xiang and Xinran Yao and He Wang and Xiaogang Jin},
      title = {FASTSWARM: A data-driven framework for real-time flying insect swarm simulation},
      journal = {Computer Graphics Forum (CGF)},
      pages = {e1957},
      year = {2020}
    }

  53. Yue Zhang, Shane Q Xie, He Wang, Zhiqiang Zhang.  Data analytics in steady-state visual evoked potential-based brain--computer interface: A review.   IEEE Sensors Journal. 2020 Journal
     Paper   BibTex
    @article{zhang2020data,
      author = {Yue Zhang and Shane Q Xie and He Wang and Zhiqiang Zhang},
      title = {Data analytics in steady-state visual evoked potential-based brain--computer interface: A review},
      journal = {IEEE Sensors Journal},
      pages = {1124--1138},
      year = {2020}
    }

  54. Bing Yu, Ke Sun, He Wang, Zhuochen Lin, Zhanxing Zhu.  Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data.   arxiv. 2020 Preprint
     Paper   BibTex
    @misc{yu2020classify,
      author = {Bing Yu and Ke Sun and He Wang and Zhuochen Lin and Zhanxing Zhu},
      title = {Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data},
      series = {arxiv},
      year = {2020}
    }

  55. Matthew Warburton, Jack Brookes, Mohamed Hasan, Matteo Leonetti, Mehmet Dogar, He Wang, Anthony G Cohn, Faisal Mushtaq, Mark A Mon-Williams.  Getting stuck in a rut as an emergent feature of a dynamic decision-making system.   bioRxiv. 2020 Preprint
     Paper   BibTex
    @misc{warburton2020getting,
      author = {Matthew Warburton and Jack Brookes and Mohamed Hasan and Matteo Leonetti and Mehmet Dogar and He Wang and Anthony G Cohn and Faisal Mushtaq and Mark A Mon-Williams},
      title = {Getting stuck in a rut as an emergent feature of a dynamic decision-making system},
      series = {bioRxiv},
      year = {2020}
    }

  56. Before 2020

  57. Fan Pan, Peiyu He, Fei Chen, Jing Zhang, He Wang, Dingchang Zheng.  A Novel Deep Learning based Automatic Auscultatory Method to Measure Blood Pressure.   International Journal of Medical Informatics. 2019 Journal
     Paper   BibTex
    @article{pan2019novel,
      author = {Fan Pan and Peiyu He and Fei Chen and Jing Zhang and He Wang and Dingchang Zheng},
      title = {A Novel Deep Learning based Automatic Auscultatory Method to Measure Blood Pressure},
      journal = {International Journal of Medical Informatics},
      year = {2019}
    }

  58. He Wang, Edmond SL Ho, Hubert PH Shum, Zhanxing Zhu.  Spatio-temporal manifold learning for human motions via long-horizon modeling.   IEEE Transactions on Visualization and Computer Graphics (TVCG). 2019 Journal
     Project Page   Paper   Video   Video   BibTex
    @article{wang2019spatio,
      author = {He Wang and Edmond SL Ho and Hubert PH Shum and Zhanxing Zhu},
      title = {Spatio-temporal manifold learning for human motions via long-horizon modeling},
      journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
      year = {2019}
    }

  59. Jacky CP Chan, Hubert PH Shum, He Wang, Li Yi, Wei Wei, Edmond SL Ho.  A generic framework for editing and synthesizing multimodal data with relative emotion strength.   Computer Animation and Virtual Worlds. 2019 journal
     Paper   BibTex
    @misc{chan2019generic,
      author = {Jacky CP Chan and Hubert PH Shum and He Wang and Li Yi and Wei Wei and Edmond SL Ho},
      title = {A generic framework for editing and synthesizing multimodal data with relative emotion strength},
      series = {Computer Animation and Virtual Worlds},
      pages = {e1871},
      year = {2019}
    }

  60. Yijun Shen, Joseph Henry, He Wang, Edmond SL Ho, Taku Komura, Hubert PH Shum.  Data-driven crowd motion control with multi-touch gestures.   Computer Graphics Forum (CGF). 2018 Journal
     Paper   Video   BibTex
    @article{shen2018data,
      author = {Yijun Shen and Joseph Henry and He Wang and Edmond SL Ho and Taku Komura and Hubert PH Shum},
      title = {Data-driven crowd motion control with multi-touch gestures},
      journal = {Computer Graphics Forum (CGF)},
      year = {2018}
    }

  61. He Wang, Ondřej, Jan, Carol O'Sullivan.  Trending Paths: A New Semantic-level Metric for Comparing Simulated and Real Crowd Data.   IEEE Transactions on Visualization and Computer Graphics (TVCG). 2017 Journal
     Project Page   Paper   Supplement   BibTex
    @article{wang2017trending,
      author = {He Wang and Ondřej, Jan and Carol O'Sullivan},
      title = {Trending Paths: A New Semantic-level Metric for Comparing Simulated and Real Crowd Data},
      journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
      year = {2017}
    }

  62. Yijun Shen, He Wang, Edmond SL HO, Longzhi Yang, Hubert PH Shum.  Posture-based and action-based graphs for boxing skill visualization.   Computer & Graphics. 2017 Journal
     Paper   BibTex
    @article{shen2017posture,
      author = {Yijun Shen and He Wang and Edmond SL HO and Longzhi Yang and Hubert PH Shum},
      title = {Posture-based and action-based graphs for boxing skill visualization},
      journal = {Computer & Graphics},
      year = {2017}
    }

  63. Yinxuan Shi, Ondřej, Jan, He Wang, Carol O'Sullivan.  Shape Up! Perception based body shape variation for data-driven crowds.   IEEE VR Workshop on Virtual Humans and Crowds in Immersive Environments. 2017 Workshop
     Paper   Supplement   BibTex
    @inproceedings{shi2017shape,
      author = {Yinxuan Shi and Ondřej, Jan and He Wang and Carol O'Sullivan},
      title = {Shape Up! Perception based body shape variation for data-driven crowds},
      booktitle = {IEEE VR Workshop on Virtual Humans and Crowds in Immersive Environments},
      year = {2017}
    }

  64. Edmond SL Ho, Hubert PH Shum, He Wang, Li Yi.  Synthesizing motion with relative emotion strength.   ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques. 2017 Workshop
     Paper   BibTex
    @inproceedings{ho2017synthesizing,
      author = {Edmond SL Ho and Hubert PH Shum and He Wang and Li Yi},
      title = {Synthesizing motion with relative emotion strength},
      booktitle = {ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques},
      year = {2017}
    }

  65. He Wang, Carol O'Sullivan.  Globally Continuous and Non-Markovian Crowd Activity Analysis from Videos.   The European Conference on Computer Vision (ECCV). 2016 (Spotlight acceptance rate 2.9%) Conference
     Project Page   Paper   Video   Code   Supplement   BibTex
    @inproceedings{wang2016globally,
      author = {He Wang and Carol O'Sullivan},
      title = {Globally Continuous and Non-Markovian Crowd Activity Analysis from Videos},
      booktitle = {The European Conference on Computer Vision (ECCV)},
      year = {2016}
    }

  66. Hubert PH Shum, He Wang, Edmond SL HO, Taku Komura.  Skillvis: A visualization tool for boxing skill assessment.   International Conference on Motion, Interaction and Games (MIG). 2016 (Selected for C&G referral) Conference
     Paper   BibTex
    @inproceedings{shum2016skillvis,
      author = {Hubert PH Shum and He Wang and Edmond SL HO and Taku Komura},
      title = {Skillvis: A visualization tool for boxing skill assessment},
      booktitle = {International Conference on Motion, Interaction and Games (MIG)},
      pages = {145--153},
      year = {2016}
    }

  67. He Wang, Jan Ondřej, Carol O'Sullivan.  Path patterns: Analyzing and comparing real and simulated crowds.   ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (ACM I3D). 2016 (Selected for IEEE TVCG referral, acceptance rate 10%) Conference
     Project Page   Paper   Video   BibTex
    @inproceedings{wang2016path,
      author = {He Wang and Jan Ondřej and Carol O'Sullivan},
      title = {Path patterns: Analyzing and comparing real and simulated crowds},
      booktitle = {ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (ACM I3D)},
      pages = {49--57},
      year = {2016}
    }

  68. Edmond SL Ho, He Wang, Taku Komura.  A multi-resolution approach for adapting close character interaction.   ACM Symposium on Virtual Reality Software and Technology (VRST). 2014 Conference
     Paper   BibTex
    @inproceedings{ho2014multi,
      author = {Edmond SL Ho and He Wang and Taku Komura},
      title = {A multi-resolution approach for adapting close character interaction},
      booktitle = {ACM Symposium on Virtual Reality Software and Technology (VRST)},
      year = {2014}
    }

  69. Xi Zhao, He Wang, Taku Komura.  Indexing 3D scenes using the interaction bisector surface.   ACM Transactions on Graphics (TOG). 2014 (Presented in SIGGRAPH 2014) Journal
     Paper   Supplement   BibTex
    @article{zhao2014indexing,
      author = {Xi Zhao and He Wang and Taku Komura},
      title = {Indexing 3D scenes using the interaction bisector surface},
      journal = {ACM Transactions on Graphics (TOG)},
      year = {2014}
    }

  70. He Wang, Edmond SL Ho, Taku Komura.  An energy-driven motion planning method for two distant postures.   IEEE Transactions on Visualization and Computer Graphics (TVCG). 2014 Journal
     Project Page   Paper   BibTex
    @article{wang2014energy,
      author = {He Wang and Edmond SL Ho and Taku Komura},
      title = {An energy-driven motion planning method for two distant postures},
      journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
      year = {2014}
    }

  71. He Wang, Kirill A Sidorov, Peter Sandilands, Taku Komura.  Harmonic parameterization by electrostatics.   ACM Transactions on Graphics (TOG). 2013 (Presented in SIGGRAPH 2014) Journal
     Project Page   Paper   Video   BibTex
    @article{wang2013harmonic,
      author = {He Wang and Kirill A Sidorov and Peter Sandilands and Taku Komura},
      title = {Harmonic parameterization by electrostatics},
      journal = {ACM Transactions on Graphics (TOG)},
      year = {2013}
    }

  72. He Wang, Taku Komura.  Manipulation of Flexible Objects by Geodesic Control.   Computer Graphics Forum (CGF). 2012 (Accepted in Eurographics 2012) Journal
     Project Page   Paper   Video   BibTex
    @article{wang2012manipulation,
      author = {He Wang and Taku Komura},
      title = {Manipulation of Flexible Objects by Geodesic Control},
      journal = {Computer Graphics Forum (CGF)},
      year = {2012}
    }

  73. He Wang, Taku Komura.  Energy-Based Pose Unfolding and Interpolation for 3D Articulated Characters.   International Conference on Motion, Interaction and Games (MIG). 2011 Conference
     Project Page   Paper   BibTex
    @inproceedings{wang2011energy,
      author = {He Wang and Taku Komura},
      title = {Energy-Based Pose Unfolding and Interpolation for 3D Articulated Characters},
      booktitle = {International Conference on Motion, Interaction and Games (MIG)},
      year = {2011}
    }

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