| 2026 | ACL | DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation. | Zining Liu, Yunhai Hu, Tianhua Xia, B. O. Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang |
| 2026 | ASPLOS | Segment Only Where You Look: Leveraging Human Gaze Behavior for Efficient Computer Vision Applications in Augmented Reality. | Tianhua Xia, Haiyu Wang, Sai Qian Zhang |
| 2026 | DATE | FLAME: A Framework Exploring Execution Strategies for Multi-Cycle Operations in CGRA. | Jiajun Qin, Cheng Tan, Ruihong Yin, Tianhua Xia, Sai Qian Zhang, Bei Yu |
| 2026 | ISCA | ECHO: Efficient Head-Orientation-Guided Real-Time Sound Spatialization for Virtual Reality. | Haiyu Wang, Tianhua Xia, Sai Qian Zhang |
| 2025 | ASPLOS | PICACHU: Plug-In CGRA Handling Upcoming Nonlinear Operations in LLMs. | Jiajun Qin, Tianhua Xia, Cheng Tan, Jeff Zhang, Sai Qian Zhang |
| 2025 | CVPR | Foveated Instance Segmentation. | Hongyi Zeng, Wenxuan Liu, Tianhua Xia, Jinhui Chen, Ziyun Li, Sai Qian Zhang |
| 2025 | DATE | HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models. | Tianfan Peng, Tianhua Xia, Jiajun Qin, Sai Qian Zhang |
| 2025 | MICRO | Kelle: Co-design KV Caching and eDRAM for Efficient LLM Serving in Edge Computing. | Tianhua Xia, Sai Qian Zhang |
| 2024 | ISLPED | Hyft: A Reconfigurable Softmax Accelerator with Hybrid Numeric Format for both Training and Inference. | Tianhua Xia, Sai Qian Zhang |