| 2026 | ACL | ConfSpec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification. | Siran Liu, Zane Cao, Yongchao He |
| 2026 | ACL | RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference. | Siran Liu, Guoxia Wang, Sa Wang, Jinle Zeng, Haoyang Xie, Siyu Lou, Jiabin Yang, Dianhai Yu, Haifeng Wang, Chao Yang |
| 2026 | ACL | HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding. | Siran Liu, Yang Ye, Qianchao Zhu, Zane Cao, Yongchao He |
| 2024 | SOSP | Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor. | Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang |
| 2015 | SIGGRAPH | Art directed rendering & shading using control images. | Ergun Akleman, Siran Liu, Donald H. House |
| 2015 | SIGGRAPH | Art directed rendering & shading using control images. | Ergun Akleman, Siran Liu, Donald H. House |
| 2015 | SIGGRAPH | Chinese ink and brush painting with reflections. | Siran Liu, Ergun Akleman |
| 2015 | SIGGRAPH | Chinese ink and brush painting with reflections. | Siran Liu, Ergun Akleman |