Tianhua Xia

12 papers A* 2A 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Segment Only Where You Look: Leveraging Human Gaze Behavior for Efficient Computer Vision Applications in Augmented Reality.
ASPLOS (2)
Tianhua Xia, Haiyu Wang, Sai Qian Zhang
2025 J jnl
DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding.
CoRR
Yunhai Hu, Tianhua Xia, Zining Liu, Rahul Raman, Xingyu Liu, Bo Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang
2025 A* conf
Foveated Instance Segmentation.
CVPR
Hongyi Zeng, Wenxuan Liu, Tianhua Xia, Jinhui Chen, Ziyun Li, Sai Qian Zhang
2025 J jnl
Foveated Instance Segmentation.
CoRR
Hongyi Zeng, Wenxuan Liu, Tianhua Xia, Jinhui Chen, Ziyun Li, Sai Qian Zhang
2025 A conf
HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models.
DATE
Tianfan Peng, Tianhua Xia, Jiajun Qin, Sai Qian Zhang
2025 J jnl
HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models.
CoRR
Tianfan Peng, Jiajun Qin, Tianhua Xia, Sai Qian Zhang
2025 J jnl
Huff-LLM: End-to-End Lossless Compression for Efficient LLM Inference.
CoRR
Patrick Yubeaton, Tareq Mahmoud, Shehab Naga, Pooria Taheri, Tianhua Xia, Arun George, Yasmein Khalil, Sai Qian Zhang, Siddharth Joshi, Chinmay Hegde, Siddharth Garg
2025 A* conf
Kelle: Co-design KV Caching and eDRAM for Efficient LLM Serving in Edge Computing.
MICRO
Tianhua Xia, Sai Qian Zhang
2025 J jnl
Kelle: Co-design KV Caching and eDRAM for Efficient LLM Serving in Edge Computing.
CoRR
Tianhua Xia, Sai Qian Zhang
2025 — conf
PICACHU: Plug-In CGRA Handling Upcoming Nonlinear Operations in LLMs.
ASPLOS (2)
Jiajun Qin, Tianhua Xia, Cheng Tan, Jeff Zhang, Sai Qian Zhang
2024 A conf
Hyft: A Reconfigurable Softmax Accelerator with Hybrid Numeric Format for both Training and Inference.
ISLPED
Tianhua Xia, Sai Qian Zhang
2023 J jnl
Softmax Acceleration with Adaptive Numeric Format for both Training and Inference.
CoRR
Tianhua Xia, Sai Qian Zhang