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ORCIDHao Zhang 0025
Person information
- affiliation: University of California San Diego, La Jolla, CA, USA
- affiliation: University of California Berkeley, CA, USA
- affiliation (former): Carnegie Mellon University, Pittsburgh, PA, USA
- affiliation (former): Petuum Inc., Pittsburgh, PA, USA
Other persons with the same name
- Hao Zhang — disambiguation page
- Hao Zhang 0001 — Purdue University, West Lafayette, IN, USA
- Hao (Richard) Zhang
![[0000-0003-1991-119X]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1991-119X")
(aka: Hao Zhang 0002, Richard Zhang 0002) — Simon Fraser University, Burnaby, Canada - Hao Zhang 0003 — University of California, EECS Department, Computer Science Division, Berkeley, CA, USA (and 1 more)
- Hao Zhang 0004 — Ocean University of China, Qingdao, China (and 1 more)
- Hao Zhang 0005 — Tsinghua University, Department of Electronic Engineering, Beijing, China
- Hao Zhang 0006 — Facebook, USA (and 1 more)
- Hao Zhang 0007 — Tongji University, School of Electronic and Information, Shanghai, China (and 1 more)
- Hao Zhang 0008 — Tongji University, Department of Control Science and Engineering, Shanghai, China (and 2 more)
- Hao Zhang 0009 — Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
- Hao Zhang 0010 — Google Research, New York, NY, USA (and 1 more)
- Hao Zhang 0011 — University of Massachusetts Amherst, MA, USA (and 2 more)
- Hao Zhang 0012 — Polytechnic University, Brooklyn
- Hao Zhang 0013 — Colorado State University
- Hao Zhang 0014 — Chinese Academy of Sciences, Center For Earth Observations and Digital Earth, Beijing, China (and 1 more)
- Hao Zhang 0015 — Henan Agricultural University, College of Information and Management Science, Zhengzhou, China
- Hao Zhang 0016 — Harbin Institute of Technology, School of Computer Science and Technology, China (and 1 more)
- Hao Zhang 0017 — Chinese Academy of Sciences, Shenyang Institute of Automation, Key Laboratory of Industrial Informatics / Graduate School of the Chinese Academy of Sciences
- Hao Helen Zhang (aka: Hao Zhang 0018) — North Carolina State University (and 1 more)
- Hao Zhang 0019 — Avigilon (and 1 more)
- Hao Zhang 0020 — Keio University, Graduate School of Science and Technology, Tokyo, Japan
- Hao Zhang 0021 — Queen Mary University of London
- Hao Zhang 0022 — Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, Pattern Recognition & Intelligent System Lab, Beijing, China
- Hao Zhang 0023 — Oracle (and 1 more)
- Hao Zhang 0024 — The University of Tokyo
- Hao Zhang 0026 — Johns Hopkins University, Department of Biomedical Engineering, Baltimore, MD, USA (and 1 more)
- Hao Zhang 0027 — University of Manitoba, Winnipeg, Canada
- Hao Zhang 0028 — Chinese Academy of Sciences and Beijing Normal University, Institute of Remote Sensing Applications, State Key Laboratory of Remote Sensing Science, Beijing, China
- Hao Zhang 0029 — National University of Singapore, Department of Computer Science
- Hao Zhang 0030 — University of Florida
- Hao Zhang 0031 — Shanghai Jiao Tong University, Department of Electrical Engineering, Shanghai, China
- Hao Zhang 0032 — Central South University, Changsha, China
- Hao Zhang 0033 — Xi'an Jiaotong University, State Key Laboratory of Electrical Insulation and Power Equipment, China
- Hao Zhang 0034 — Changzhou Institute of Technology Research for Solid State Lighting, China (and 2 more)
- Hao Zhang 0035 — Huazhong University of Science and Technology, National Laboratory for Optoelectronics, Wuhan, China
- Hao Zhang 0036 — Nanjing University of Science and Technology, Ministerial Key Laboratory, JGMT, China
- Hao Zhang 0037 — Nanjing University of Aeronautics and Astronautics, College of Science, China (and 1 more)
- Hao Zhang 0038 — Nanjing University, China
- Hao Zhang 0039 — Beihang University, School of Instrumentation Science and Opto-electronics Engineering, Beijing, China
- Hao Zhang 0040 — Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, Beijing, China (and 2 more)
- Hao Zhang 0041 — University of Saskatchewan, Department of Electrical and Computer Engineering, SK, Canada
- Hao Zhang 0042 — Tsinghua University, Beijing, China
- Hao Zhang 0043 — Osaka University, Graduate School of Engineering, Department of Adaptive Machine Systems, Suita, Japan
- Hao Zhang 0044 — Beihang University, School of Aeronautics, Beijing, China
- Hao Zhang 0045 — Southeast University, School of Transportation, Jiangsu Key Laboratory of Urban ITS, Nanjing, China
- Hao Zhang 0046 — Henan Agricultural University, College of Mechanical and Electrical Engineering, Zhengzhou, China
- Hao Zhang 0047 — City University of Hong Kong, Department of Computer Science, Video Retrieval Group (VIREO), Hong Kong
- Hao Zhang 0048 — Artificial Intelligence Initiative, A*STAR, Singapore
- Hao Zhang 0049 — Nanyang Technological University, Interdisciplinary Graduate School, Singapore
- Hao Zhang 0050 — Weill Cornell Medicine, Department of Population Health Sciences, New York City, NY, USA (and 3 more)
- Hao Zhang 0051 — Tsinghua University, State Key Laboratory of Precision Measurement Technology and Instruments, Beijing, China (and 1 more)
- Hao Zhang 0052 — Wuhan University, LIEMARS, China
- Hao Zhang 0053 — Anhui University of Science and Technology, School of Mining and Safety Engineering, Huainan, China (and 1 more)
- Hao Zhang 0054 — University of Sydney, School of Civil Engineering, NSW, Australia (and 1 more)
- Hao Zhang 0055 — University of Oklahoma, Department of Aerospace and Mechanical Engineering, Norman, OK, USA
- Hao Zhang 0056 — Nanchang University, School of Information Engineering, China
- Hao Zhang 0057 — Harbin Institute of Technology, State key Laboratory of Robotics and Systems, China
- Hao Zhang 0058 — Shandong University of Science and Technology, College of Computer Science and Engineering, Qingdao, China
- Hao Zhang 0059 — Northwestern Polytechnical University, School of Marine Science and Technology, Xi'an, China (and 1 more)
- Hao Zhang 0060 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Hao Zhang 0061 — Taiyuan University of Technology, College of Information and Computer, Taiyuan, China (and 1 more)
- Hao Zhang 0062 — University of Massachusetts, Department of Computer Science, Lowell, MA, USA
- Hao Zhang 0063 — Shanghai Jiao Tong University, Key Lab of Artificial Intelligence, Shanghai, China (and 1 more)
- Hao Zhang 0064 — Jilin University, College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering, Changchun, China
- Hao Zhang 0065 — Chongqing University, College of Computer Science, Key Laboratory of Dependable Service Computing in Cyber Physical Society, Chongqing, China
- Hao Zhang 0066 — Central China Normal University, National Engineering Research Center for E-Learning, Wuhan, China
- Hao Zhang 0067 — Zhengzhou Information Science and Technology Institute, Department of Signal and Information Processing, Zhengzhou, China
- Hao Zhang 0068 — Guangdong University of Technology, Key Laboratory of Computer Integrated Manufacturing System, Guangzhou, China
- Hao Zhang 0069 — Huazhong University of Science and Technology, Cluster and Grid Computing Lab, Wuhan, China
- Hao Zhang 0070 — State Grid Jibei Electric Power Company Limited, Dispatching and Control Center, Beijing, China
- Hao Zhang 0071 — Dorabot Inc., Shenzhen, China
- Hao Zhang 0072 — Shanghai Jiao Tong University, Department of Computer Science and Engineering, MOE-Microsoft Key Laboratory for Intelligent Computing and Intelligent Systems, Shanghai, China
- Hao Zhang 0073 — Wuhan University, Electronic Information School, Wuhan, China
- Hao Zhang 0074 — Nanjing Tech University, School of Mechanical and Power Engineering, Nanjing, China
- Hao Zhang 0075 — Nanjing Forestry University, College of Economics and Management, Nanjing, China
- Hao Zhang 0076 — Northwestern Polytechnical University, School of Microelectronics, Xi'an, China (and 2 more)
- Hao Zhang 0077 — Air Force Engineering University, Graduate School, Xi'an, China
- Hao Zhang 0078 — Fuzhou University, College of Mathematics and Computer Science, Fuzhou, China
- Hao Zhang 0079 — Guangdong University of Petrochemical Technology, School of Computer, Maoming, China (and 1 more)
- Hao Zhang 0080 — Nanjing Medical University, Department of Histology and Embryology, State Key Laboratory of Reproductive Medicine, Nanjing, China
- Hao Zhang 0081 — Beijing Institute of Technology, School of Automation, State Key Laboratory of Intelligent Control and Decision of Complex Systems, Beijing, China
- Hao Zhang 0082 — University of Technology Sydney, Global Big Data Technologies Centre, Sydney, Australia
- Hao Zhang 0083 — Beijing Institute of Technology, College of Optics and Photonics, Beijing, China
- Hao Zhang 0084 — Southwest Petroleum University, School of Civil Engineering and Architecture, Chengdu, China (and 1 more)
- Hao Zhang 0085 — City University of Hong Kong, Department of Computer Science, Hong Kong
- Hao Zhang 0086 — Northwest A & F University, Institute of Water Resources and Hydropower Research, Shaanxi, China
- Hao Zhang 0087 — Waseda University, Graduate School of Information, Production and Systems, Fukuoka, Japan
- Hao Zhang 0088 — University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence, Hefei, China
- Hao Zhang 0089 — Beijing Normal University, School of Geography, Research Center for Remote Sensing and GIS, Beijing, China
- Hao Zhang 0090 — Pfizer Inc. Cambridge, MA, USA
- Hao Zhang 0091 — Hebei University of Technology, School of Mechanical Engineering, Tianjin Key Laboratory of Power Transmission and Safety Technology for New Energy Vehicles, Tianjin, China
- Hao Zhang 0092 — Shanghai Jiao Tong University, Department of Electronic Engineering, Shanghai, China
- Hao Zhang 0093 — Kennesaw State University, College of CSE, Kennesaw, GA, USA
- Hao Zhang 0094 — Dalian University of Technology, School of Electrical Engineering, Dalian, China
- Hao Zhang 0095 — Donghua University, School of Computer Science and Technology, Shanghai, China
- Hao Zhang 0096 — IBM China Research Laboratory, Beijing, China
- Hao Zhang 0097 — Hong Kong University of Science and Technology, Guangzhou, China (and 1 more)
- Hao Zhang 0098 — Chinese University of Hong Kong, Hong Kong (and 1 more)
- Hao Zhang 0099 — Shanghai Jiao Tong University, School of Foreign Languages, China (and 1 more)
- Hao Zhang 0100 — China University of Petroleum, College of Oceanography and Space Informatics, Qingdao, China (and 1 more)
- Hao Zhang 0101 — Nanjing University, State Key Laboratory of Novel Software Technology, China
- Hao Zhang 0102 — Nankai University, Institute of Modern Optics, Tianjin, China
- Hao Zhang 0103 — University of Electronic Science and Technology of China, School of Mathematical Sciences, Chengdu, China (and 1 more)
- Hao Zhang 0104 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China
- Hao Zhang 0105 — Harbin Institute of Technology, School of Astronautics, China (and 1 more)
- Hao Zhang 0106 — Hong Kong University of Science and Technology, Hong Kong, SAR, China
- Hao Zhang 0107 — University of British Columbia, Sauder School of Business, Vancouver, BC, Canada
- Hao Zhang 0108 — Beijing University of Posts and Telecommunications, China
- Hao Zhang 0109 — Information Engineering University, School of Information System Engineering, ZhengZhou, China (and 1 more)
- Hao Zhang 0110 — Yunnan University, School of Information Science and Engineering, Kunming, China
- Hao Zhang 0111 — Nanjing Research Institute of Electronics Technology, China (and 1 more)
- Hao Zhang 0112 — Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
- Hao Zhang 0113 — Shandong University, School of Control Science and Engineering, Jinan, China
- Hao Zhang 0114 — Dalian University of Technology, School of Computer Science and Technology, China
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2020 – today
- 2025
[i41]Peiyuan Zhang, Yongqi Chen, Runlong Su, Hangliang Ding, Ion Stoica, Zhenghong Liu, Hao Zhang:
Fast Video Generation with Sliding Tile Attention. CoRR abs/2502.04507 (2025)- [i40]Hangliang Ding, Dacheng Li, Runlong Su, Peiyuan Zhang, Zhijie Deng, Ion Stoica, Hao Zhang:
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile. CoRR abs/2502.06155 (2025) - 2024
- [c39]Zihao Zeng, Yibo Miao, Hongcheng Gao, Hao Zhang, Zhijie Deng:
AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models. EMNLP (Findings) 2024: 6223-6235 - [c38]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. ICLR 2024 - [c37]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:
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference. ICML 2024 - [c36]Jiangfei Duan, Runyu Lu, Haojie Duanmu, Xiuhong Li, Xingcheng Zhang, Dahua Lin, Ion Stoica, Hao Zhang:
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving. ICML 2024 - [c35]Yichao Fu, Peter Bailis, Ion Stoica, Hao Zhang:
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding. ICML 2024 - [c34]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Online Speculative Decoding. ICML 2024 - [c33]Yichao Fu, Siqi Zhu, Runlong Su, Aurick Qiao, Ion Stoica, Hao Zhang:
Efficient LLM Scheduling by Learning to Rank. NeurIPS 2024 - [c32]Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou:
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. NeurIPS 2024 - [c31]Yinmin Zhong, Shengyu Liu, Junda Chen, Jianbo Hu, Yibo Zhu, Xuanzhe Liu, Xin Jin, Hao Zhang:
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving. OSDI 2024: 193-210 - [i39]Yinmin Zhong, Shengyu Liu, Junda Chen, Jianbo Hu, Yibo Zhu, Xuanzhe Liu, Xin Jin, Hao Zhang:
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving. CoRR abs/2401.09670 (2024) - [i38]Yichao Fu, Peter Bailis, Ion Stoica, Hao Zhang:
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding. CoRR abs/2402.02057 (2024) - [i37]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 abs/2403.04132 (2024) - [i36]Jiangfei Duan, Runyu Lu, Haojie Duanmu, Xiuhong Li, Xingcheng Zhang, Dahua Lin, Ion Stoica, Hao Zhang:
MuxServe: Flexible Multiplexing for Efficient Multiple LLM Serving. CoRR abs/2404.02015 (2024) - [i35]Longfei Yun, Yonghao Zhuang, Yao Fu, Eric P. Xing, Hao Zhang:
Toward Inference-optimal Mixture-of-Expert Large Language Models. CoRR abs/2404.02852 (2024) - [i34]Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou:
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. CoRR abs/2404.08801 (2024) - [i33]Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput. CoRR abs/2406.14066 (2024) - [i32]Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca A. Popa:
MPC-Minimized Secure LLM Inference. CoRR abs/2408.03561 (2024) - [i31]Yichao Fu, Siqi Zhu, Runlong Su, Aurick Qiao, Ion Stoica, Hao Zhang:
Efficient LLM Scheduling by Learning to Rank. CoRR abs/2408.15792 (2024) - [i30]Ion Stoica, Matei Zaharia, Joseph Gonzalez, Ken Goldberg, Koushik Sen, Hao Zhang, Anastasios Angelopoulos, Shishir G. Patil, Lingjiao Chen, Wei-Lin Chiang, Jared Quincy Davis:
Specifications: The missing link to making the development of LLM systems an engineering discipline. CoRR abs/2412.05299 (2024) - [i29]Lanxiang Hu, Qiyu Li, Anze Xie, Nan Jiang, Ion Stoica, Haojian Jin, Hao Zhang:
GameArena: Evaluating LLM Reasoning through Live Computer Games. CoRR abs/2412.06394 (2024) - [i28]Yichao Fu, Junda Chen, Siqi Zhu, Zheyu Fu, Zhongdongming Dai, Aurick Qiao, Hao Zhang:
Efficiently Serving LLM Reasoning Programs with Certaindex. CoRR abs/2412.20993 (2024) - 2023
- [c30]Dacheng Li, Hongyi Wang, Rulin Shao, Han Guo, Eric P. Xing, Hao Zhang:
MPCFORMER: Fast, Performant and Provate Transformer Inference with MPC. ICLR 2023 - [c29]Yonghao Zhuang, Lianmin Zheng, Zhuohan Li, Eric P. Xing, Qirong Ho, Joseph Gonzalez, Ion Stoica, Hao Zhang, Hexu Zhao:
On Optimizing the Communication of Model Parallelism. MLSys 2023 - [c28]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 - [c27]Zhuohan Li, Lianmin Zheng, Yinmin Zhong, Vincent Liu, Ying Sheng, Xin Jin, Yanping Huang, Zhifeng Chen, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving. OSDI 2023: 663-679 - [c26]Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica:
Efficient Memory Management for Large Language Model Serving with PagedAttention. SOSP 2023: 611-626 - [i27]Zhuohan Li, Lianmin Zheng, Yinmin Zhong, Vincent Liu, Ying Sheng, Xin Jin, Yanping Huang, Zhifeng Chen, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving. CoRR abs/2302.11665 (2023) - [i26]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 abs/2306.05685 (2023) - [i25]Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, Ion Stoica:
Efficient Memory Management for Large Language Model Serving with PagedAttention. CoRR abs/2309.06180 (2023) - [i24]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. CoRR abs/2309.11998 (2023) - [i23]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 abs/2310.03294 (2023) - [i22]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang:
Online Speculative Decoding. CoRR abs/2310.07177 (2023) - 2022
- [j3]Zeya Wang, Yang Ni, Baoyu Jing, Deqing Wang, Hao Zhang, Eric P. Xing:
DNB: A Joint Learning Framework for Deep Bayesian Nonparametric Clustering. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7610-7620 (2022) - [c25]Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang:
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness. NeurIPS 2022 - [c24]Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica:
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. OSDI 2022: 559-578 - [i21]Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. CoRR abs/2201.12023 (2022) - [i20]Dacheng Li, Hongyi Wang, Eric P. Xing, Hao Zhang:
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness. CoRR abs/2210.07297 (2022) - [i19]Dacheng Li, Rulin Shao, Hongyi Wang, Han Guo, Eric P. Xing, Hao Zhang:
MPCFormer: fast, performant and private Transformer inference with MPC. CoRR abs/2211.01452 (2022) - [i18]Yonghao Zhuang, Hexu Zhao, Lianmin Zheng, Zhuohan Li, Eric P. Xing, Qirong Ho, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
On Optimizing the Communication of Model Parallelism. CoRR abs/2211.05322 (2022) - 2021
- [b1]Hao Zhang:
Machine Learning Parallelism Could Be Adaptive, Composable and Automated. Carnegie Mellon University, USA, 2021 - [c23]Gengwei Zhang, Yiming Gao, Hang Xu, Hao Zhang, Zhenguo Li, Xiaodan Liang:
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation. AAAI 2021: 3333-3341 - [c22]Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica:
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. ICML 2021: 6543-6552 - [c21]Hao Zhang, Zhuohan Li, Lianmin Zheng, Ion Stoica:
Simple and Automatic Distributed Machine Learning on Ray. KDD 2021: 4094-4095 - [c20]Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing:
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. OSDI 2021 - [i17]Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica:
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. CoRR abs/2102.07988 (2021) - 2020
- [c19]Hao Zhang, Yuan Li, Zhijie Deng, Xiaodan Liang, Lawrence Carin, Eric P. Xing:
AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep Learning. NeurIPS 2020 - [i16]Aurick Qiao, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing:
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. CoRR abs/2008.12260 (2020) - [i15]Zhijie Deng, Xiao Yang, Hao Zhang, Yinpeng Dong, Jun Zhu:
BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan Fine-tuning. CoRR abs/2010.01979 (2020) - [i14]Gengwei Zhang, Yiming Gao, Hang Xu, Hao Zhang, Zhenguo Li, Xiaodan Liang:
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation. CoRR abs/2012.03603 (2020)
2010 – 2019
- 2019
- [c18]Wei Dai, Yi Zhou, Nanqing Dong, Hao Zhang, Eric P. Xing:
Toward Understanding the Impact of Staleness in Distributed Machine Learning. ICLR (Poster) 2019 - [c17]Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing:
AutoLoss: Learning Discrete Schedule for Alternate Optimization. ICLR (Poster) 2019 - 2018
- [c16]Xiaodan Liang, Hao Zhang, Liang Lin, Eric P. Xing:
Generative Semantic Manipulation with Mask-Contrasting GAN. ECCV (13) 2018: 574-590 - [c15]Wei Dai, Nanqing Dong, Zeya Wang, Xiaodan Liang, Hao Zhang, Eric P. Xing:
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays. DLMIA/ML-CDS@MICCAI 2018: 263-273 - [c14]Xiaodan Liang, Zhiting Hu, Hao Zhang, Liang Lin, Eric P. Xing:
Symbolic Graph Reasoning Meets Convolutions. NeurIPS 2018: 1858-1868 - [c13]Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Zhijie Deng, Qirong Ho, Guangwen Yang, Eric P. Xing:
Cavs: An Efficient Runtime System for Dynamic Neural Networks. USENIX ATC 2018: 937-950 - [i13]Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing:
AutoLoss: Learning Discrete Schedules for Alternate Optimization. CoRR abs/1810.02442 (2018) - [i12]Wei Dai, Yi Zhou, Nanqing Dong, Hao Zhang, Eric P. Xing:
Toward Understanding the Impact of Staleness in Distributed Machine Learning. CoRR abs/1810.03264 (2018) - 2017
- [c12]Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing:
Recurrent Topic-Transition GAN for Visual Paragraph Generation. ICCV 2017: 3382-3391 - [c11]Zhijie Deng, Hao Zhang, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu, Eric P. Xing:
Structured Generative Adversarial Networks. NIPS 2017: 3899-3909 - [c10]Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing:
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters. USENIX ATC 2017: 181-193 - [i11]Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing:
Recurrent Topic-Transition GAN for Visual Paragraph Generation. CoRR abs/1703.07022 (2017) - [i10]Hao Wang, Xiaodan Liang, Hao Zhang, Dit-Yan Yeung, Eric P. Xing:
ZM-Net: Real-time Zero-shot Image Manipulation Network. CoRR abs/1703.07255 (2017) - [i9]Wei Dai, Joseph Doyle, Xiaodan Liang, Hao Zhang, Nanqing Dong, Yuan Li, Eric P. Xing:
SCAN: Structure Correcting Adversarial Network for Chest X-rays Organ Segmentation. CoRR abs/1703.08770 (2017) - [i8]Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing:
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters. CoRR abs/1706.03292 (2017) - [i7]Xiaodan Liang, Hao Zhang, Eric P. Xing:
Generative Semantic Manipulation with Contrasting GAN. CoRR abs/1708.00315 (2017) - [i6]Zhijie Deng, Hao Zhang, Xiaodan Liang, Luona Yang, Shizhen Xu, Jun Zhu, Eric P. Xing:
Structured Generative Adversarial Networks. CoRR abs/1711.00889 (2017) - [i5]Hao Zhang, Shizhen Xu, Graham Neubig, Wei Dai, Qirong Ho, Guangwen Yang, Eric P. Xing:
Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks. CoRR abs/1712.04048 (2017) - 2016
- [j2]Zhicheng Yan, Hao Zhang, Baoyuan Wang, Sylvain Paris, Yizhou Yu:
Automatic Photo Adjustment Using Deep Neural Networks. ACM Trans. Graph. 35(2): 11:1-11:15 (2016) - [c9]Hao Zhang, Zhiting Hu, Yuntian Deng, Mrinmaya Sachan, Zhicheng Yan, Eric P. Xing:
Learning Concept Taxonomies from Multi-modal Data. ACL (1) 2016 - [c8]Henggang Cui, Hao Zhang, Gregory R. Ganger, Phillip B. Gibbons, Eric P. Xing:
GeePS: scalable deep learning on distributed GPUs with a GPU-specialized parameter server. EuroSys 2016: 4:1-4:16 - [i4]Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas M. Breuel, Yizhou Yu:
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation. CoRR abs/1603.04871 (2016) - [i3]Hao Zhang, Zhiting Hu, Yuntian Deng, Mrinmaya Sachan, Zhicheng Yan, Eric P. Xing:
Learning Concept Taxonomies from Multi-modal Data. CoRR abs/1606.09239 (2016) - 2015
- [j1]Yajie Miao, Hao Zhang, Florian Metze:
Speaker Adaptive Training of Deep Neural Network Acoustic Models Using I-Vectors. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1938-1949 (2015) - [c7]Florian Metze, Ankur Gandhe, Yajie Miao, Zaid Sheikh, Yun Wang, Di Xu, Hao Zhang, Jungsuk Kim, Ian R. Lane, Wonkyum Lee, Sebastian Stüker, Markus Müller:
Semi-supervised training in low-resource ASR and KWS. ICASSP 2015: 4699-4703 - [c6]Hao Zhang, Yajie Miao, Florian Metze:
Regularizing DNN acoustic models with Gaussian stochastic neurons. ICASSP 2015: 4964-4968 - [c5]Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu:
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition. ICCV 2015: 2740-2748 - [c4]Hao Zhang, Gunhee Kim, Eric P. Xing:
Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data. KDD 2015: 1425-1434 - [i2]Hao Zhang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Gunhee Kim, Qirong Ho, Eric P. Xing:
Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines. CoRR abs/1512.06216 (2015) - 2014
- [c3]Yajie Miao, Hao Zhang, Florian Metze:
Distributed learning of multilingual DNN feature extractors using GPUs. INTERSPEECH 2014: 830-834 - [c2]Yajie Miao, Hao Zhang, Florian Metze:
Towards speaker adaptive training of deep neural network acoustic models. INTERSPEECH 2014: 2189-2193 - [c1]Yajie Miao, Lu Jiang, Hao Zhang, Florian Metze:
Improvements to speaker adaptive training of deep neural networks. SLT 2014: 165-170 - [i1]Zhicheng Yan, Hao Zhang, Baoyuan Wang, Sylvain Paris, Yizhou Yu:
Automatic Photo Adjustment Using Deep Learning. CoRR abs/1412.7725 (2014)
Coauthor Index
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