Chenxia Han

According to our database, Chenxia Han authored at least 12 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scalable Complex Event Processing on Video Streams.

Chenxia Han, Chaokun Chang, Srijan Srivastava, Yao Lu, Eric Lo

Proc. ACM Manag. Data, June, 2025

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance.

Xuan Shen, Chenxia Han, Yufa Zhou, Yanyue Xie, Yifan Gong, Quanyi Wang, Yiwei Wang, Yanzhi Wang, Pu Zhao, Jiuxiang Gu

CoRR, May, 2025

SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUs.

Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yunzhe Li, Zhifeng Jiang, Yang Li, Xiaowen Chu, Huaicheng Li

Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2025

2024

Missile: Fine-Grained, Hardware-Level GPU Resource Isolation for Multi-Tenant DNN Inference.

Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yang Li, Xiaowen Chu, Huaicheng Li

CoRR, 2024

2022

Everest: A Top-K Deep Video Analytics System.

Ziliang Lai, Chris Liu, Chenxia Han, Pengfei Zhang, Eric Lo, Ben Kao

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

More is Less - Byte-quantized models are faster than bit-quantized models on the edge.

Pengfei Zhang, Chenxia Han, Eric Lo

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Top-K Deep Video Analytics: A Probabilistic Approach.

Ziliang Lai, Chenxia Han, Chris Liu, Pengfei Zhang, Eric Lo, Ben Kao

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Finding Interesting Frames in Deep Video Analytics: a Top-K Approach.

Ziliang Lai, Chenxia Han, Chris Liu, Pengfei Zhang, Eric Lo, Ben Kao

CoRR, 2020

2019

SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition.

Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang

J. Mach. Learn. Res., 2019

Revisiting Feature Alignment for One-stage Object Detection.

Yuntao Chen, Chenxia Han, Naiyan Wang, Zhaoxiang Zhang

CoRR, 2019

Mask Guided Knowledge Distillation for Single Shot Detector.

Yousong Zhu, Chaoyang Zhao, Chenxia Han, Jinqiao Wang, Hanqing Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2016

WHU-NERCMS at TRECVID2016: Instance Search Task.

Zheng Wang, Yang Yang, Shuosen Guan, Chenxia Han, Jiamei Lan, Rui Shao, Jinqiao Wang, Chao Liang

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016