Publications

Qingyang Tan, Yi Zhou, Tuanfeng Wang, Duygu Ceylan, Xin Sun, Dinesh Manocha (2022). A Repulsive Force Unit for Garment Collision Handling in Neural Networks. ECCV 2022.

Qingyang Tan, Zherong Pan, Breannan Smith, Takaaki Shiratori, Dinesh Manocha (2022). N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations. ICML 2022.

Jie Yang, Lin Gao, Qingyang Tan, Yi-Hua Huang, Shihong Xia, Yu-Kun Lai (2021). Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders. TVCG.

Qingyang Tan, Ling-Xiao Zhang, Jie Yang, Yu-Kun Lai, Lin Gao (2021). Variational Autoencoders for Localized Mesh Deformation Component Analysis. TPAMI.

Qingyang Tan, Zherong Pan, Dinesh Manocha (2020). LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints. AAAI-21.

Qingyang Tan, Tingxiang Fan, Jia Pan, Dinesh Manocha (2020). DeepMNavigate: Deep Reinforced Multi-Robot Navigation Unifying Local & Global Collision. IROS.

Qingyang Tan, Zherong Pan, Lin Gao, Dinesh Manocha (2020). Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding. RA-L.

Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia (2018). Variational Autoencoders for Deforming 3D Mesh Models. CVPR 2018.

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Qingyang Tan, Xiujuan Chai, Xilin Chen (2018). Attention-based Isolated Gesture Recognition with Multi-task Learning. Bachelor Thesis.

Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia (2018). Mesh-based Autoencoders for Localized Deformation Component Analysis. AAAI-18 (Spotlight).

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