From Syntactic Structure to Semantic Relationship: Hypernym Extraction from Definitions by Recurrent Neural Networks Using the Part of Speech Information. - Yixin Tan; Xiaomeng Wang 001; Tao Jia 001 (ISWC (1), 2020)

Convergence for score-based generative modeling with polynomial complexity. - Holden Lee; Jianfeng Lu 001; Yixin Tan (NeurIPS, 2022)

Self-supervised transformer-based pre-training method using latent semantic masking auto-encoder for pest and disease classification. - Honglin Liu; Yongzhao Zhan 001; Huifen Xia 001; Qirong Mao; Yixin Tan (Comput. Electron. Agric., 2022)

Convergence of score-based generative modeling for general data distributions. - Holden Lee; Jianfeng Lu 001; Yixin Tan (ALT, 2023)

Yishu: Yishu at WMT2023 Translation Task. - Luo Min; Yixin Tan; Qiulin Chen (WMT, 2023)

Variational Schrödinger Diffusion Models. - Wei Deng 002; Weijian Luo; Yixin Tan; Marin Bilos; Yu Chen; Yuriy Nevmyvaka; Ricky T. Q. Chen (ICML, 2024)

Optimal control and optimum design of elasticity system: Topological derivative method for control problem. - Jan Sokolowski; Yixin Tan (MMAR, 2024)

More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling. - Haque Ishfaq; Yixin Tan; Yu Yang 001; Qingfeng Lan; Jianfeng Lu; A. Rupam Mahmood; Doina Precup; Pan Xu 002 (RLJ, 2024)

Convergence of Flow-Based Generative Models via Proximal Gradient Descent in Wasserstein Space. - Xiuyuan Cheng; Jianfeng Lu 001; Yixin Tan; Yao Xie 002 (IEEE Trans. Inf. Theory, 2024)

Variational Schrödinger Momentum Diffusion. - Kevin Rojas; Yixin Tan; Molei Tao; Yuriy Nevmyvaka; Wei Deng 002 (AISTATS, 2025)