Yixin Tan

According to our database, Yixin Tan authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Convergence of Flow-Based Generative Models via Proximal Gradient Descent in Wasserstein Space.

Xiuyuan Cheng, Jianfeng Lu, Yixin Tan, Yao Xie

IEEE Trans. Inf. Theory, November, 2024

More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling.

Haque Ishfaq, Yixin Tan, Yu Yang, Qingfeng Lan, Jianfeng Lu, A. Rupam Mahmood, Doina Precup, Pan Xu

RLJ, 2024

Optimal control and optimum design of elasticity system: Topological derivative method for control problem.

Jan Sokolowski, Yixin Tan

Proceedings of the 28th International Conference on Methods and Models in Automation and Robotics, 2024

Variational Schrödinger Diffusion Models.

Wei Deng, Weijian Luo, Yixin Tan, Marin Bilos, Yu Chen, Yuriy Nevmyvaka, Ricky T. Q. Chen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Yishu: Yishu at WMT2023 Translation Task.

Luo Min, Yixin Tan, Qiulin Chen

Proceedings of the Eighth Conference on Machine Translation, 2023

Convergence of score-based generative modeling for general data distributions.

Holden Lee, Jianfeng Lu, Yixin Tan

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Self-supervised transformer-based pre-training method using latent semantic masking auto-encoder for pest and disease classification.

Honglin Liu, Yongzhao Zhan, Huifen Xia, Qirong Mao, Yixin Tan

Comput. Electron. Agric., 2022

Convergence for score-based generative modeling with polynomial complexity.

Holden Lee, Jianfeng Lu, Yixin Tan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

From Syntactic Structure to Semantic Relationship: Hypernym Extraction from Definitions by Recurrent Neural Networks Using the Part of Speech Information.

Yixin Tan, Xiaomeng Wang, Tao Jia

Proceedings of the Semantic Web - ISWC 2020, 2020