Dacheng Li

According to our database, Dacheng Li authored at least 32 papers between 2008 and 2024.

Collaborative distances:

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

2024

Vessel Target Detection Method Based on an Improved CFAR Method in Nighttime Remote Sensing Images.

Zheng Zhao, Shi Qiu, Yu Zhang, Weiyuan Yao, Zhaoyan Liu, Xinhong Wang, Zhan Shu, Feihong Wang, Hongjia Cheng, Yibo Zhang, Xiqing Guo, Dacheng Li

IEEE Trans. Geosci. Remote. Sens., 2024

A novel reinforcement learning based Heap-based optimizer.

Xuesen Ma, Zhineng Zhong, Yangyu Li, Dacheng Li, Yan Qiao

Knowl. Based Syst., 2024

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.

Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu

CoRR, 2024

LongVILA: Scaling Long-Context Visual Language Models for Long Videos.

Fuzhao Xue, Yukang Chen, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Ethan He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han

CoRR, 2024

MPC-Minimized Secure LLM Inference.

Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca A. Popa

CoRR, 2024

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors.

Tinghao Xie, Xiangyu Qi, Yi Zeng, Yangsibo Huang, Udari Madhushani Sehwag, Kaixuan Huang, Luxi He, Boyi Wei, Dacheng Li, Ying Sheng, Ruoxi Jia, Bo Li, Kai Li, Danqi Chen, Peter Henderson, Prateek Mittal

CoRR, 2024

Fairness in Serving Large Language Models.

Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

SLoRA: Scalable Serving of Thousands of LoRA Adapters.

Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Does Compressing Activations Help Model Parallel Training?

Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Improving HJ-1B/IRS LST Retrieval of the Generalized Single-Channel Algorithm with Refined ERA5 Atmospheric Profile Database.

Guoqin Zhang, Dacheng Li, Hua Li, Zhaopeng Xu, Zhiheng Hu, Jian Zeng, Yi Yang, Hui Jia

Remote. Sens., November, 2023

Evaluation of Simulated CO2 Point Source Plumes from High-Resolution Atmospheric Transport Model.

Chao Li, Xianhua Wang, Hanhan Ye, Shichao Wu, Hailiang Shi, Haiyan Luo, Zhiwei Li, Wei Xiong, Dacheng Li, Erchang Sun, Yuan An

Remote. Sens., September, 2023

S-LoRA: Serving Thousands of Concurrent LoRA Adapters.

Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica

CoRR, 2023

LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers.

Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang

CoRR, 2023

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, Ion Stoica

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Comparisons of Three Single-Channel Algorithms for Retrieving Land Surface Temperature from HJ-1B Satellite Data.

Guoqin Zhang, Dacheng Li, Hua Li, Fan Mo, Yi Yang, Hui Jia, Jie Yu, Yue Lyu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DeFusion: Aerial Image Matching Based on Fusion of Handcrafted and Deep Features.

Xianfeng Song, Yi Zou, Zheng Shi, Yanfeng Yang, Dacheng Li

Proceedings of the Neural Information Processing - 30th International Conference, 2023

MPCFORMER: Fast, Performant and Provate Transformer Inference with MPC.

Dacheng Li, Hongyi Wang, Rulin Shao, Han Guo, Eric P. Xing, Hao Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

MPCFormer: fast, performant and private Transformer inference with MPC.

Dacheng Li, Rulin Shao, Hongyi Wang, Han Guo, Eric P. Xing, Hao Zhang

CoRR, 2022

AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness.

Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Modelling and control of the charging process of a PV-compressed air system for efficiency improvement from panel cleaning and cooling.

Marcus King, Dacheng Li, Mark Dooner, Jihong Wang

Proceedings of the 26th International Conference on Automation and Computing, 2021

Dual Contradistinctive Generative Autoencoder.

Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method.

Dacheng Li, Fangxiao Cui, Anjing Wang, Yangyu Li, Jun Wu, Yanli Qiao

IEEE Trans. Geosci. Remote. Sens., 2020

A Learning-Enhanced Two-Pair Spatiotemporal Reflectance Fusion Model for GF-2 and GF-1 WFV Satellite Data.

Yanqin Ge, Yanrong Li, Jinyong Chen, Kang Sun, Dacheng Li, Qijin Han

Sensors, 2020

2018

An Enhanced Single-Pair Learning-Based Reflectance Fusion Algorithm with Spatiotemporally Extended Training Samples.

Dacheng Li, Yanrong Li, Wenfu Yang, Yanqin Ge, Qijin Han, Lingling Ma, Yonghong Chen, Xuan Li

Remote. Sens., 2018

2017

Research on modeling and machining algorithm of multi-shear and multi-punch CNC transverse shear line.

Jianhua Tao, Tingjun Wu, Dacheng Li, Yongyan Lu, Wenqiang Wu

Proceedings of the 2017 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2017

2014

Automated Retrieval of Cloud Masks from the HJ-1 WVC Imagery.

Dacheng Li, Yanqin Ge, Baoping Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013

A Sensor Specified Method Based on Spectral Transformation for Masking Cloud in Landsat Data.

Dacheng Li, Ping Tang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

A sensor-based scheme for assessing cloud coverage in HJ-1 CCD data.

Dacheng Li, Ping Tang

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

An adaptive and automated method for masking cloud on Landsat data.

Dacheng Li, Ping Tang, Yanqin Ge, Jian Yang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2008

The Research of Mechanical Access Time of Synchronous Disk Array.

Xun Luo, Dacheng Li

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Pseudo-parallel I/O Schedule of Synchronous RAID.

Xun Luo, Dacheng Li

Proceedings of the International Conference on Computer Science and Software Engineering, 2008