Dacheng Li

65 papers A* 11B 2C 3Journal 40Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Method for Intelligent Extraction of Pseudoinvariant Calibration Sites Using Earth-Atmosphere Characteristic Coupling Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dacheng Li, Chenyu Pang, Jian Zeng, Lingling Ma, Qijin Han, Shangmin Zhao, Qiongqiong Lan, Hang Zhao, Yishan Zhang, Yongguang Zhao, Shengzhen Zhang, Kaiqi Nan
2026 J jnl
FDCFusion: frequency-domain CAFormer-CNN fusion network for infrared and visible image fusion.
Pattern Anal. Appl.
Huifang Kong, Zixiang Dong, Dacheng Li
2026 J jnl
Slack-aware scheduling of AGVs in just-in-time matrix manufacturing systems via adaptive large neighborhood search.
Comput. Oper. Res.
Boyu Li, Weimin Wu, Shuo Wang, Dacheng Li
2025 J jnl
Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT?
CoRR
Yiyou Sun, Georgia Zhou, Hao Wang, Dacheng Li, Nouha Dziri, Dawn Song
2025 J jnl
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile.
CoRR
Hangliang Ding, Dacheng Li, Runlong Su, Peiyuan Zhang, Zhijie Deng, Ion Stoica, Hao Zhang
2025 J jnl
Enhancing compressed sensing recovery with Bayesian and generalized orthogonal matching pursuit: a progressive approach to signal reconstruction.
J. Electronic Imaging
Zhiyou Li, Jun Wu, Dacheng Li, Min Yang, Fangxiao Cui, Yangyu Li, Anjing Wang
2025 J jnl
Forest Non-Lambertian Modeling Error Correction Based on DART.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dacheng Li, Hui Jia, Yue Lv, Kaiqi Nan, Shengzhen Zhang
2025 J jnl
Fractional Impervious Surface Mapping on Multispectral Images With Visible Shadows via a Bundle-Based Sparse Unmixing Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanze Liu, Dacheng Li, Wei Xiong, Qijin Han, Lingling Ma
2025 J jnl
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
CoRR
Dacheng Li, Shiyi Cao, Tyler Griggs, Shu Liu, Xiangxi Mo, Eric Tang, Sumanth Hegde, Kourosh Hakhamaneshi, Shishir G. Patil, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2025 J jnl
Land Surface Emissivity Retrieval From Landsat 9 Data in Combination With Land Cover Data and Spectral Library.
IEEE Geosci. Remote. Sens. Lett.
Qi Zhang, Yonggang Qian, Kun Li, Qiyao Li, Jianmin Wang, Dacheng Li
2025 — conf
Language Models Can Easily Learn to Reason from Demonstrations.
EMNLP (Findings)
Dacheng Li, Shiyi Cao, Tyler Griggs, Shu Liu, Xiangxi Mo, Eric Tang, Sumanth Hegde, Kourosh Hakhamaneshi, Shishir G. Patil, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2025 J jnl
Locality-aware Fair Scheduling in LLM Serving.
CoRR
Shiyi Cao, Yichuan Wang, Ziming Mao, Pin-Lun Hsu, Liangsheng Yin, Tian Xia, Dacheng Li, Shu Liu, Yineng Zhang, Yang Zhou, Ying Sheng, Joseph Gonzalez, Ion Stoica
2025 A* conf
LongVILA: Scaling Long-Context Visual Language Models for Long Videos.
ICLR
Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han
2025 A* conf
NVILA: Efficient Frontier Visual Language Models.
CVPR
Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu
2025 — conf
S*: Test Time Scaling for Code Generation.
EMNLP (Findings)
Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica
2025 J jnl
S*: Test Time Scaling for Code Generation.
CoRR
Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica
2025 A* conf
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal.
ICLR
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
2025 J jnl
SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent.
CoRR
Shiyi Cao, Dacheng Li, Fangzhou Zhao, Shuo Yuan, Sumanth Hegde, Connor Chen, Charlie Ruan, Tyler Griggs, Shu Liu, Eric Tang, Richard Liaw, Philipp Moritz, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2025 A* conf
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.
ICML
Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han
2025 J jnl
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.
CoRR
Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han
2025 J jnl
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.
CoRR
Alejandro Cuadron, Dacheng Li, Wenjie Ma, Xingyao Wang, Yichuan Wang, Siyuan Zhuang, Shu Liu, Luis Gaspar Schroeder, Tian Xia, Huanzhi Mao, Nicholas Thumiger, Aditya Desai, Ion Stoica, Ana Klimovic, Graham Neubig, Joseph E. Gonzalez
2025 A* conf
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.
ICLR
Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu
2025 J jnl
WorldModelBench: Judging Video Generation Models As World Models.
CoRR
Dacheng Li, Yunhao Fang, Yukang Chen, Shuo Yang, Shiyi Cao, Justin Wong, Michael Luo, Xiaolong Wang, Hongxu Yin, Joseph E. Gonzalez, Ion Stoica, Song Han, Yao Lu
2024 B conf
3D Detection Under Foggy Weather: The Effective Multi-Sensor Fusion of LiDAR and Radar.
SECON
Jiake Tian, Dacheng Li, Yi Zou, Jiale Lai, Zufeng Liang
2024 J jnl
A novel reinforcement learning based Heap-based optimizer.
Knowl. Based Syst.
Xuesen Ma, Zhineng Zhong, Yangyu Li, Dacheng Li, Yan Qiao
2024 J jnl
CSCA-YOLO: A lightweight detection network focusing on target features.
J. Electronic Imaging
Huifang Kong, Yunlong Li, Dacheng Li, Yibo Meng
2024 A* conf
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
ICML
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
2024 J jnl
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
CoRR
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
2024 — conf
Does Compressing Activations Help Model Parallel Training?
MLSys
Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
2024 A* conf
Fairness in Serving Large Language Models.
OSDI
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
2024 J jnl
Fairness in Serving Large Language Models.
CoRR
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
2024 J jnl
LongVILA: Scaling Long-Context Visual Language Models for Long Videos.
CoRR
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
2024 J jnl
MPC-Minimized Secure LLM Inference.
CoRR
Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca A. Popa
2024 J jnl
NVILA: Efficient Frontier Visual Language Models.
CoRR
Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Vishwesh Nath, Jinyi Hu, Sifei Liu, Ranjay Krishna, Daguang Xu, Xiaolong Wang, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu
2024 — conf
SLoRA: Scalable Serving of Thousands of LoRA Adapters.
MLSys
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica
2024 J jnl
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors.
CoRR
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
2024 J jnl
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.
CoRR
Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu
2024 J jnl
Vessel Target Detection Method Based on an Improved CFAR Method in Nighttime Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zheng Zhao, Shi Qiu, Yu Zhang, Weiyuan Yao, Zhaoyan Liu, Xinhong Wang, Zhan Shu, Feihong Wang, Hongjia Cheng, Yibo Zhang, Xiqing Guo, Dacheng Li
2024 B conf
mmHPE: Human Pose Estimation Based on Point Cloud from Millimeter-wave Radar.
SMC
Jiale Lai, Jiake Tian, Yi Zou, Xianfeng Song, Fangming Liu, Dacheng Li
2023 C conf
Comparisons of Three Single-Channel Algorithms for Retrieving Land Surface Temperature from HJ-1B Satellite Data.
IGARSS
Guoqin Zhang, Dacheng Li, Hua Li, Fan Mo, Yi Yang, Hui Jia, Jie Yu, Yue Lyu
2023 — conf
DeFusion: Aerial Image Matching Based on Fusion of Handcrafted and Deep Features.
ICONIP (14)
Xianfeng Song, Yi Zou, Zheng Shi, Yanfeng Yang, Dacheng Li
2023 J jnl
Does compressing activations help model parallel training?
CoRR
Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
2023 J jnl
Evaluation of Simulated CO2 Point Source Plumes from High-Resolution Atmospheric Transport Model.
Remote. Sens.
Chao Li, Xianhua Wang, Hanhan Ye, Shichao Wu, Hailiang Shi, Haiyan Luo, Zhiwei Li, Wei Xiong, Dacheng Li, Erchang Sun, Yuan An
2023 J jnl
Improving HJ-1B/IRS LST Retrieval of the Generalized Single-Channel Algorithm with Refined ERA5 Atmospheric Profile Database.
Remote. Sens.
Guoqin Zhang, Dacheng Li, Hua Li, Zhaopeng Xu, Zhiheng Hu, Jian Zeng, Yi Yang, Hui Jia
2023 A* conf
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.
NeurIPS
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
2023 J jnl
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena.
CoRR
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
2023 J jnl
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers.
CoRR
Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang
2023 A* conf
MPCFORMER: Fast, Performant and Provate Transformer Inference with MPC.
ICLR
Dacheng Li, Hongyi Wang, Rulin Shao, Han Guo, Eric P. Xing, Hao Zhang
2023 J jnl
S-LoRA: Serving Thousands of Concurrent LoRA Adapters.
CoRR
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
2022 A* conf
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness.
NeurIPS
Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang
2022 J jnl
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness.
CoRR
Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang
2022 J jnl
MPCFormer: fast, performant and private Transformer inference with MPC.
CoRR
Dacheng Li, Rulin Shao, Hongyi Wang, Han Guo, Eric P. Xing, Hao Zhang
2021 A* conf
Dual Contradistinctive Generative Autoencoder.
CVPR
Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu
2021 — conf
Modelling and control of the charging process of a PV-compressed air system for efficiency improvement from panel cleaning and cooling.
ICAC
Marcus King, Dacheng Li, Mark Dooner, Jihong Wang
2020 J jnl
A Learning-Enhanced Two-Pair Spatiotemporal Reflectance Fusion Model for GF-2 and GF-1 WFV Satellite Data.
Sensors
Yanqin Ge, Yanrong Li, Jinyong Chen, Kang Sun, Dacheng Li, Qijin Han
2020 J jnl
Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method.
IEEE Trans. Geosci. Remote. Sens.
Dacheng Li, Fangxiao Cui, Anjing Wang, Yangyu Li, Jun Wu, Yanli Qiao
2020 J jnl
Dual Contradistinctive Generative Autoencoder.
CoRR
Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu
2018 J jnl
An Enhanced Single-Pair Learning-Based Reflectance Fusion Algorithm with Spatiotemporally Extended Training Samples.
Remote. Sens.
Dacheng Li, Yanrong Li, Wenfu Yang, Yanqin Ge, Qijin Han, Lingling Ma, Yonghong Chen, Xuan Li
2017 — conf
Research on modeling and machining algorithm of multi-shear and multi-punch CNC transverse shear line.
CIS/RAM
Jianhua Tao, Tingjun Wu, Dacheng Li, Yongyan Lu, Wenqiang Wu
2014 J jnl
Automated Retrieval of Cloud Masks from the HJ-1 WVC Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dacheng Li, Yanqin Ge, Baoping Wang
2013 J jnl
A Sensor Specified Method Based on Spectral Transformation for Masking Cloud in Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dacheng Li, Ping Tang
2013 C conf
A sensor-based scheme for assessing cloud coverage in HJ-1 CCD data.
IGARSS
Dacheng Li, Ping Tang
2012 C conf
An adaptive and automated method for masking cloud on Landsat data.
IGARSS
Dacheng Li, Ping Tang, Yanqin Ge, Jian Yang
2008 — conf
Pseudo-parallel I/O Schedule of Synchronous RAID.
CSSE (4)
Xun Luo, Dacheng Li
2008 — conf
The Research of Mechanical Access Time of Synchronous Disk Array.
CSSE (4)
Xun Luo, Dacheng Li