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Revisiting the ACVI Method for Constrained Variational Inequalities


Oct 27, 2022
Tatjana Chavdarova, Matteo Pagliardini, Tong Yang, Michael I. Jordan

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COEP: Cascade Optimization for Inverse Problems with Entropy-Preserving Hyperparameter Tuning


Oct 26, 2022
Tianci Liu, Tong Yang, Quan Zhang, Qi Lei

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Efficient Distance-Optimal Tethered Path Planning in Planar Environments: The Workspace Convexity


Aug 08, 2022
Tong Yang, Rong Xiong, Yue Wang

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* Submitted to IEEE Transactions on Robotics 

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Efficient Search of the k Shortest Non-Homotopic Paths by Eliminating Non-k-Optimal Topologies


Jul 27, 2022
Tong Yang, Li Huang, Yue Wang, Rong Xiong

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* Submitted to IEEE Transactions on Robotics 

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Solving Constrained Variational Inequalities via an Interior Point Method


Jun 21, 2022
Tong Yang, Michael I. Jordan, Tatjana Chavdarova

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Learning A Simulation-based Visual Policy for Real-world Peg In Unseen Holes


May 09, 2022
Liang Xie, Hongxiang Yu, Kechun Xu, Tong Yang, Minhang Wang, Haojian Lu, Rong Xiong, Yue Wang

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* Submitted to TRO 

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Cannikin's Law in Tensor Modeling: A Rank Study for Entanglement and Separability in Tensor Complexity and Model Capacity


Apr 16, 2022
Tong Yang

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* 7 pages 

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Tensor-networks for High-order Polynomial Approximation: A Many-body Physics Perspective


Apr 16, 2022
Tong Yang

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* 12 pages 

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Knowledgebra: An Algebraic Learning Framework for Knowledge Graph


Apr 15, 2022
Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong

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* 12 pages 

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Q-ViT: Fully Differentiable Quantization for Vision Transformer


Jan 19, 2022
Zhexin Li, Tong Yang, Peisong Wang, Jian Cheng

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