Xunpeng Huang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | COLT | Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion. | Xunpeng Huang, Yingyu Lin, Nikki Lijing Kuang, Hanze Dong, Difan Zou, Yian Ma, Tong Zhang |
| 2025 | ICML | What Makes In-context Learning Effective for Mathematical Reasoning. | Jiayu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen |
| 2024 | COLT | Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo. | Xunpeng Huang, Difan Zou, Hanze Dong, Yi-An Ma, Tong Zhang |
| 2024 | ICLR | Reverse Diffusion Monte Carlo. | Xunpeng Huang, Hanze Dong, Yifan Hao, Yian Ma, Tong Zhang |
| 2024 | ICML | Faster Sampling via Stochastic Gradient Proximal Sampler. | Xunpeng Huang, Difan Zou, Hanze Dong, Yian Ma, Tong Zhang |
| 2021 | AAAI | ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. | Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li |
| 2020 | AAAI | SPAN: A Stochastic Projected Approximate Newton Method. | Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Lei Li, Yue Yu, Yitan Li |
| 2018 | AAAI | Confidence-Aware Matrix Factorization for Recommender Systems. | Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang |
| 2018 | DASFAA | Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective. | Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen |
| 2017 | IJCAI | Incremental Matrix Factorization: A Linear Feature Transformation Perspective. | Xunpeng Huang, Le Wu, Enhong Chen, Hengshu Zhu, Qi Liu, Yijun Wang |