Dacheng Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 27

Top Topics

Training Samples

Top Venues

Publications

Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. OSDI (2024)
Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
Does Compressing Activations Help Model Parallel Training? MLSys (2024)
Xuesen Ma, Zhineng Zhong, Yangyu Li, Dacheng Li, Yan Qiao
A novel reinforcement learning based Heap-based optimizer. Knowl. Based Syst. 296 (2024)
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. CoRR (2024)
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference. CoRR (2024)
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica
SLoRA: Scalable Serving of Thousands of LoRA Adapters. MLSys (2024)
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
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors. CoRR (2024)
Guoqin Zhang, Dacheng Li, Hua Li, Fan Mo, Yi Yang, Hui Jia, Jie Yu, Yue Lyu
Comparisons of Three Single-Channel Algorithms for Retrieving Land Surface Temperature from HJ-1B Satellite Data. IGARSS (2023)
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
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. CoRR (2023)
Xianfeng Song, Yi Zou, Zheng Shi, Yanfeng Yang, Dacheng Li
DeFusion: Aerial Image Matching Based on Fusion of Handcrafted and Deep Features. ICONIP (14) (2023)
Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers. CoRR (2023)
Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
Does compressing activations help model parallel training? CoRR (2023)
Dacheng Li, Hongyi Wang, Rulin Shao, Han Guo, Eric P. Xing, Hao Zhang
MPCFORMER: Fast, Performant and Provate Transformer Inference with MPC. ICLR (2023)
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
S-LoRA: Serving Thousands of Concurrent LoRA Adapters. CoRR (2023)
Guoqin Zhang, Dacheng Li, Hua Li, Zhaopeng Xu, Zhiheng Hu, Jian Zeng, Yi Yang, Hui Jia
Improving HJ-1B/IRS LST Retrieval of the Generalized Single-Channel Algorithm with Refined ERA5 Atmospheric Profile Database. Remote. Sens. 15 (21) (2023)
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
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. NeurIPS (2023)
Chao Li, Xianhua Wang, Hanhan Ye, Shichao Wu, Hailiang Shi, Haiyan Luo, Zhiwei Li, Wei Xiong, Dacheng Li, Erchang Sun, Yuan An
Evaluation of Simulated CO2 Point Source Plumes from High-Resolution Atmospheric Transport Model. Remote. Sens. 15 (18) (2023)
Dacheng Li, Hongyi Wang, Eric Xing, Hao Zhang
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness. NeurIPS (2022)
Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness. CoRR (2022)
Dacheng Li, Rulin Shao, Hongyi Wang, Han Guo, Eric P. Xing, Hao Zhang
MPCFormer: fast, performant and private Transformer inference with MPC. CoRR (2022)
Marcus King, Dacheng Li, Mark Dooner, Jihong Wang
Modelling and control of the charging process of a PV-compressed air system for efficiency improvement from panel cleaning and cooling. ICAC (2021)
Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu
Dual Contradistinctive Generative Autoencoder. CVPR (2021)
Dacheng Li, Fangxiao Cui, Anjing Wang, Yangyu Li, Jun Wu, Yanli Qiao
Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Yanqin Ge, Yanrong Li, Jinyong Chen, Kang Sun, Dacheng Li, Qijin Han
A Learning-Enhanced Two-Pair Spatiotemporal Reflectance Fusion Model for GF-2 and GF-1 WFV Satellite Data. Sensors 20 (6) (2020)
Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu
Dual Contradistinctive Generative Autoencoder. CoRR (2020)
Dacheng Li, Yanrong Li, Wenfu Yang, Yanqin Ge, Qijin Han, Lingling Ma, Yonghong Chen, Xuan Li
An Enhanced Single-Pair Learning-Based Reflectance Fusion Algorithm with Spatiotemporally Extended Training Samples. Remote. Sens. 10 (8) (2018)
Jianhua Tao, Tingjun Wu, Dacheng Li, Yongyan Lu, Wenqiang Wu
Research on modeling and machining algorithm of multi-shear and multi-punch CNC transverse shear line. CIS/RAM (2017)
Dacheng Li, Yanqin Ge, Baoping Wang
Automated Retrieval of Cloud Masks from the HJ-1 WVC Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Dacheng Li, Ping Tang
A sensor-based scheme for assessing cloud coverage in HJ-1 CCD data. IGARSS (2013)
Dacheng Li, Ping Tang
A Sensor Specified Method Based on Spectral Transformation for Masking Cloud in Landsat Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Dacheng Li, Ping Tang, Yanqin Ge, Jian Yang
An adaptive and automated method for masking cloud on Landsat data. IGARSS (2012)
Xun Luo, Dacheng Li
Pseudo-parallel I/O Schedule of Synchronous RAID. CSSE (4) (2008)
Xun Luo, Dacheng Li
The Research of Mechanical Access Time of Synchronous Disk Array. CSSE (4) (2008)