Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. - Xiran Fan; Chun-Hao Yang; Baba C. Vemuri (CVPR, 2022)

Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space. - Xiran Fan; Chun-Hao Yang; Baba C. Vemuri (NeurIPS, 2023)

Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space. - Xiran Fan; Chun-Hao Yang; Baba C. Vemuri (CoRR, 2023)

Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations. - Xiran Fan; Minghua Xu 003; Huiyuan Chen; Yuzhong Chen; Mahashweta Das; Hao Yang 007 (ACL (Findings), 2024)

Discrete-state Continuous-time Diffusion for Graph Generation. - Zhe Xu 007; Ruizhong Qiu; Yuzhong Chen; Huiyuan Chen; Xiran Fan; Menghai Pan; Zhichen Zeng 001; Mahashweta Das; Hanghang Tong (NeurIPS, 2024)

Kernel Stein Discrepancy on Lie Groups: Theory and Applications. - Xiaoda Qu; Xiran Fan; Baba C. Vemuri (IEEE Trans. Inf. Theory, 2024)

A Compact Model for Large-Scale Time Series Forecasting. - Chin-Chia Michael Yeh; Xiran Fan; Zhimeng Jiang; Yujie Fan; Huiyuan Chen; Uday Singh Saini; Vivian Lai; Xin Dai; Junpeng Wang 001; Zhongfang Zhuang; Liang Wang 047; Yan Zheng 001 (CoRR, 2025)

Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers. - Jiarui Sun; Chin-Chia Michael Yeh; Yujie Fan; Xin Dai; Xiran Fan; Zhimeng Jiang; Uday Singh Saini; Vivian Lai; Junpeng Wang 001; Huiyuan Chen; Zhongfang Zhuang; Yan Zheng 001; et al. (CoRR, 2025)

SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation. - Yuying Zhao; Xiaodong Yang; Huiyuan Chen; Xiran Fan; Yu Wang 160; Yiwei Cai; Tyler Derr (CoRR, 2025)

Advancing Table Understanding of Large Language Models via Feature Re-ordering. - Guanchu Wang; Yuzhong Chen; Huiyuan Chen; Xiran Fan; Junpeng Wang 001; Xiaoting Li 001; Mingzhi Hu; Chia-Yuan Chang 002; Xia Hu 001 (SIGKDD Explor., 2025)

Empowering Time Series Forecasting with LLM-Agents. - Chin-Chia Michael Yeh; Vivian Lai; Uday Singh Saini; Xiran Fan; Yujie Fan; Junpeng Wang 001; Xin Dai; Yan Zheng 001 (CoRR, 2025)