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2020 – today
- 2025
[j2]Guanchu Wang, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Junpeng Wang, Xiaoting Li, Mingzhi Hu, Chia-Yuan Chang, Xia Hu:
Advancing Table Understanding of Large Language Models via Feature Re-ordering. SIGKDD Explor. 27(1): 112-123 (2025)- [i8]Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng:
A Compact Model for Large-Scale Time Series Forecasting. CoRR abs/2502.20634 (2025) - [i7]Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary:
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers. CoRR abs/2503.10858 (2025) - [i6]Yuying Zhao, Xiaodong Yang, Huiyuan Chen, Xiran Fan, Yu Wang, Yiwei Cai, Tyler Derr:
SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation. CoRR abs/2505.01695 (2025) - [i5]Chin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang, Xin Dai, Yan Zheng:
Empowering Time Series Forecasting with LLM-Agents. CoRR abs/2508.04231 (2025) - [i4]Yingtong Dou, Zhimeng Jiang, Tianyi Zhang, Mingzhi Hu, Zhichao Xu, Shubham Jain, Uday Singh Saini, Xiran Fan, Jiarui Sun, Menghai Pan, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yujie Fan, Vineeth Rakesh, Huiyuan Chen, Mangesh Bendre, Zhongfang Zhuang, Xiaoting Li, Prince Osei Aboagye, Vivian Lai, Minghua Xu, Hao Yang, Yiwei Cai, Mahashweta Das, Yuzhong Chen:
TransactionGPT. CoRR abs/2511.08939 (2025) - 2024
- [j1]Xiaoda Qu
, Xiran Fan, Baba C. Vemuri:
Kernel Stein Discrepancy on Lie Groups: Theory and Applications. IEEE Trans. Inf. Theory 70(12): 8961-8974 (2024) - [c4]Xiran Fan, Minghua Xu, Huiyuan Chen, Yuzhong Chen, Mahashweta Das, Hao Yang:
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations. ACL (Findings) 2024: 4575-4589 - [c3]Zhe Xu, Ruizhong Qiu, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Menghai Pan, Zhichen Zeng, Mahashweta Das, Hanghang Tong:
Discrete-state Continuous-time Diffusion for Graph Generation. NeurIPS 2024 - [i3]Zhe Xu, Ruizhong Qiu, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Menghai Pan, Zhichen Zeng, Mahashweta Das, Hanghang Tong:
Discrete-state Continuous-time Diffusion for Graph Generation. CoRR abs/2405.11416 (2024) - 2023
- [c2]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space. NeurIPS 2023 - [i2]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space. CoRR abs/2302.06807 (2023) - 2022
- [c1]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CVPR 2022: 356-365 - 2021
- [i1]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CoRR abs/2112.03402 (2021)
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