BIOGRAPHY

Weilong Peng was graduated from Tianjin University in July 2017. After graduation, I worked as a Senior Researcher at Tencent Youtu Lab. In July 2020, I joined the School of Computer Science and Network Engineering at Guangzhou University as a Master’s advisor. My work focuses on teaching and research in computer vision/graphics and AI security. I developed Tencent’s first enterprise-level video human pose tracking solution, which has been applied to core products such as Tencent Cloud and WeChat. I have published over ten papers in top international conferences and journals, including CVPR, ICCV, AAAI, ICDM, Pattern Recognition, etc. I also serve as a reviewer for international conferences and journals such as ICCV, ACM MM, Neurocomputing, etc.

EXPERIENCE

PUBLICATIONS

  1. Keke Tang, Chao Hou, Weilong Peng*(Corresponding author), Xiang Fang, Zhize Wu, Yongwei Nie, Wenping Wang, Zhihong Tian. Simplification Is All You Need against Out-of-Distribution Overconfidence[C]. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025 (CCF A, Accepted). pdf
  2. Huilong Lin, Yangtao Wang, Meie Fang, Yanzhao Xie, Da Chen, Xiaocui Li, Weilong Peng, Siyuan Chen, Maobin Tang, Ping Li. Enhancing Cross-modal Semantic Consistency via Key Token Alignment for Image-text Retrieval[C]. International Conference on Multimedia and Expo (ICME), 2025. (CCF B, Accepted). pdf
  3. Weilong Peng, Keke Tang, Weixuan Tang, Yong Su, Meie Fang, Ping Li. MeshPAD: Payload-aware Mesh Distortion for 3D Steganography Based on Geometric Deep Learning[J]. Expert Systems with Applications, 2025.( 中科院一区).pdf
  4. Zechu Zhang, Weilong Peng#(Joint first author)）, Jinyu Wen, Keke Tang, Meie Fang, David Dagan Feng, Ping Li. Continuous Bijection Supervised Pyramid Diffeomorphic Deformation for Learning Tooth Meshes from CBCT Images[J]. IEEE Transactions on Multimedia (TMM), 2025 ( 中科院一区).pdf
  5. Weilong Peng, Yi Luo, Keke Tang, Kongyang Chen, Yangtao Wang, Ping Li and Meie Fang. IE-aware Consistency Losses for Detailed 3D Face Reconstruction from Multiple Images in the Wild[C]. International Conference on Multimedia and Expo (ICME), 2024 (CCF B, oral, best paper candidate).pdf
  6. Weilong Peng, Zhiyong Feng, Chao Xu, Yong Su. Parametric t-spline face morphable model for detailed fitting in shape subspace[C]. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (CCF A).pdf
  7. Yi Xie, Yangtao Wang, Yanzhao Xie, Xin Tan, Jingjing Li, Xiaocui Li, Weilong Peng, Maobin Tang and Meie Fang. Image-text Retrieval with Main Semantics Consistency[C]. International Conference on Knowledge Management (CIKM), 2024 (CCF B).pdf
  8. Keke Tang, Zhensu Wang, Weilong Peng*(Corresponding author), Lujie Huang, Le Wang, Peican Zhu, Wenping Wang, and Zhihong Tian. SymAttack: Symmetry-aware Imperceptible Adversarial Attacks on 3D Point Clouds[C]. ACM Multimedia (MM), 2024 (CCF A).pdf
  9. Weilong Peng, Qingfeng Chen, Keke Tang, Zhihao Yang, Meng Xing, Meie Fang. MIT: Multi-cue Injected Transformer for Two-Stage HOI Detection[C]. Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024. (CCF C). pdf
  10. Hanwei Yang, Weilong Peng*(Corresponding author), Jiamin Yao, and Xijun Ye. Effective adversarial transfer learning for underwater image enhancement with hybrid losses[J]. Signal, Image and Video Processing, 2024.pdf
  11. Keke Tang, Lujie Huang, Weilong Peng*(Corresponding author), Daizong Liu, Xiaofei Wang, Yang Ma, Ligang Liu, and Zhihong Tian. FLAT: Flux-aware Imperceptible Adversarial Attacks on 3D Point Clouds[C]. European Conference on Computer Vision (ECCV), 2024 (CCF B).pdf
  12. Jinyu Wen, Asad Khan, Amei Chen, Weilong Peng, Meie Fang, C. L. Philip Chen, and Ping Li. High-Quality Fusion and Visualization for MR-PET Brain Tumor Images via Multi-Dimensional Features[J]. IEEE Transactions on Image Processing, 33, 3550–3563, 2024 (CCF A, 中科院一区).pdf
  13. Keke Tang, Chao Hou, Weilong Peng*(Corresponding author), Runnan Chen, Peican Zhu, Wenping Wang, and Zhihong Tian. CORES: Convolutional Response-based Score for Out-of-distribution Detection[C]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (CCF A).pdf
  14. Keke Tang, Xu He, Weilong Peng*(Corresponding author), Jianpeng Wu, Yawen Shi, Daizong Liu, Pan Zhou, Wenping Wang, and Zhihong Tian. Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds[C]. AAAI Conference on Artificial Intelligence (AAAI), 2024 (CCF A).pdf
  15. Keke Tang, Tianrui Lou, Weilong Peng*(Corresponding author), Nenglun Chen, Yawen Shi, and Wenping Wang. Effective Single-Step Adversarial Training With Energy-Based Models[J]. IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2024.pdf
  16. Keke Tang, Wenyu Zhao, Weilong Peng*(Corresponding author), Xiang Fang, Xiaodong Cui, Peican Zhu, and Zhihong Tian. Reparameterization Head for Efficient Multi-Input Networks[C]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024 (CCF B).pdf
  17. Yanyan Li, Zhihao Yang, Weilong Peng*(Corresponding author), Meie Fang. A Single-image Human Body Reconstruction Method Combining Normal Recovery and Frequency Domain Completion[J]. Metaverse, 2023.
  18. Zhaoyang Yu, Mujun Li & Weilong Peng*(Corresponding author). Exploring Biomarkers of Premature Ovarian Insufficiency Based on Oxford Nanopore Transcriptional Profile and Machine Learning[J]. Scientific Reports, 2023 (Q1).pdf
  19. Yanyan Li, Weilong Peng*(Corresponding author), Keke Tang, Meie Fang. Spatio-Frequency Decoupled Weak-Supervision for Face Reconstruction[J]. Computational Intelligence and Neuroscience, 2022.pdf
  20. Keke Tang, Xujian Cai, Weilong Peng*(Corresponding author), Daizong Liu, Peican Zhu, Pan Zhou, Zhihong Tian, and Wenping Wang. Matching Words for Out-of-distribution Detection[C]. IEEE International Conference on Data Mining (ICDM), 2023 (CCF B, acceptance rate: 9.37%).pdf
  21. Xu He, Keke Tang, Yawen Shi, Yin Li, Weilong Peng, Peican Zhu. Are Deep Point Cloud Classifiers Suffer From Out-of-distribution Overconfidence Issue?[C]. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023 (CCF C).pdf
  22. Keke Tang, Jianpeng Wu, Weilong Peng*(Corresponding author), Yawen Shi, Peng Song, Zhaoquan Gu, Zhihong Tian, and Wenping Wang. Deep Manifold Attack on Point Clouds via Parameter Plane Stretching[C]. AAAI Conference on Artificial Intelligence (AAAI), 2023 (CCF A).pdf
  23. Weilong Peng, Cong Li, Keke Tang, Xianyong Liu, and Meie Fang*. HOME: 3D Human–Object Mesh Topology-Enhanced Interaction Recognition in Images[J]. Mathematics, 2022 (Q1).pdf
  24. Meng Xing, Zhiyong Feng, Yong Su, Weilong Peng*(Corresponding author), Jianhai Zhang. Ventral & Dorsal Stream Theory based Zero-Shot Action Recognition[J]. Pattern Recognition, 2021 (CCF B, 中科院一区).pdf
  25. Keke Tang, Yuhong Chen, Weilong Peng*(Corresponding author), Yanling Zhang, Meie Fang, Zheng Wang & Peng Song. RepPVConv: Attentively Fusing Reparameterized Voxel Features for Efficient 3D Point Cloud Perception[J]. The Visual Computer, 2022 (CCF C, Q1).pdf
  26. Keke Tang, Dingruibo Miao, Weilong Peng*(Corresponding author), Jianpeng Wu, Yawen Shi, Zhaoquan Gu, Zhihong Tian, and Wenping Wang. CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue[C]. IEEE International Conference on Computer Vision (ICCV), 2021 (CCF A).pdf
  27. Weilong Peng, Yong Su, Keke Tang, Chao Xu, Zhiyong Feng, and Meie Fang. Geometrical Consistency Modeling on B-Spline Parameter Domain for 3D Face Reconstruction From Limited Number of Wild Images[J]. Frontiers in Neurorobotics, 2021 (中科院二区).pdf
  28. Yong Su, Jianhai Zhang, Meng Xing, Weilong Peng, and Zhiyong Feng. Disentangling style on dynamic aligned poses for individual identification[J]. Ad Hoc Networks (Q1), 2021.pdf
  29. Yong Su, Meng Xing, Simin An, Weilong Peng, and Zhiyong Feng. VDARN: Video Disentangling Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition[J]. Ad Hoc Networks, 2021 (Q1).pdf
  30. Yong Su, Weilong Peng*(Corresponding author), Meng Xing, and Zhiyong Feng. Spatio-temporal multi-factor model for individual identification from biological motion[J]. Ad Hoc Networks, 2021 (Q1).pdf
  31. Yong Su, Zhiyong Feng, Jianhai Zhang, Weilong Peng, Meng Xing. Sequential Articulated Motion Reconstruction from a Monocular Image Sequence[J]. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018 (中科院一区).pdf
  32. Weilong Peng, Chao Xu, Zhiyong Feng. 3D face modeling based on structure optimization and surface reconstruction with B-Spline[J]. Neurocomputing, 2016 (Q1, 中科院二区).
  33. 杨志豪, 彭伟龙*(通讯), 唐可可, 汪洋涛, 谭恒良, 方美娥. 基于紧凑型线性混合半侧蒙皮权重的神经辐射场人体表示方法[J]计算机辅助设计与图形学学报, 2024 (CCF A 中文).pdf
  34. 张泽初，彭伟龙*(通讯)，唐可可，余朝阳，Asad Khan，方美娥. 面向CBCT图像的金字塔细分同胺变形牙齿网格重建方法[J]. 浙江大学学报(理学版), 2023.pdf
  35. 施亚文, 唐可可*, 彭伟龙, 吴坚鹏, 顾钊铨, 方美娥. 基于对抗点的局部点云神经网络特征匹配攻击[J]. 计算机辅助设计与图形学学报, 2022 (CCF A 中文).pdf
  36. 唐静，彭伟龙，唐可可，方美娥*. 基于多视图图网络三维形状检索的通用对抗攻击[J]. 图学学报，2022.pdf

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