Fan Yang

According to our database, Fan Yang authored at least 56 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Model-enhanced Vector Index.

Hailin Zhang, Yujing Wang, Qi Chen, Ruiheng Chang, Ting Zhang, Ziming Miao, Yingyan Hou, Yang Ding, Xupeng Miao, Haonan Wang, Bochen Pang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Xing Xie, Mao Yang, Bin Cui

CoRR, 2023

Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models.

Yijia Zhang, Lingran Zhao, Shijie Cao, Wenqiang Wang, Ting Cao, Fan Yang, Mao Yang, Shanghang Zhang, Ningyi Xu

CoRR, 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation.

Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Gong Ming, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan

CoRR, 2023

IRGen: Generative Modeling for Image Retrieval.

Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Baining Guo

CoRR, 2023

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation.

Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Yuqing Yang, Lingxiao Ma, Fan Yang, Lili Qiu, Mao Yang, Lidong Zhou

CoRR, 2023

SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction.

Zhiqi Lin, Youshan Miao, Guodong Liu, Xiaoxiang Shi, Quanlu Zhang, Fan Yang, Saeed Maleki, Yi Zhu, Xu Cao, Cheng Li, Mao Yang, Lintao Zhang, Lidong Zhou

CoRR, 2023

PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation.

Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search.

Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity.

Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning.

Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Optimizing Dynamic Neural Networks with Brainstorm.

Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Welder: Scheduling Deep Learning Memory Access via Tile-graph.

Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

On Modular Learning of Distributed Systems for Predicting End-to-End Latency.

Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization.

Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images.

Xiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters.

Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning.

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation.

Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Ming Gong, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Tutel: Adaptive Mixture-of-Experts at Scale.

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

CoRR, 2022

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.

Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Denvy Deng, Qi Zhang, Xing Xie

CoRR, 2022

PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training.

Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.

Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Defu Lian, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Xing Xie

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

ROLLER: Fast and Efficient Tensor Compilation for Deep Learning.

Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute.

Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou

Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization.

Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation.

Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo

Proceedings of the Tenth International Conference on Learning Representations, 2022

Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training.

Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion.

Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions.

Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan

CoRR, 2021

2020

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation.

Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Bruce Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Rangan Majumder, Ming Zhou

CoRR, 2020

HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees.

Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Retiarii: A Deep Learning Exploratory-Training Framework.

Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks.

Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation.

Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Capuchin: Tensor-based GPU Memory Management for Deep Learning.

Xuan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads.

Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Scheduling CPU for GPU-based Deep Learning Jobs.

Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the ACM Symposium on Cloud Computing, 2018

2015

ImmortalGraph: A System for Storage and Analysis of Temporal Graphs.

Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen

ACM Trans. Storage, 2015

GraM: scaling graph computation to the trillions.

Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014

Chronos: a graph engine for temporal graph analysis.

Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Fan Yang, Lidong Zhou, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen

Proceedings of the Ninth Eurosys Conference 2014, 2014

2012

Kineograph: taking the pulse of a fast-changing and connected world.

Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen

Proceedings of the European Conference on Computer Systems, 2012

2007

Modeling path capacity in multi-hop IEEE 802.11 networks for QoS services.

Kun Wang, Fan Yang, Qian Zhang, Yinlong Xu

IEEE Trans. Wirel. Commun., 2007

Distributed Cooperative Rate Adaptation for Energy Efficiency in IEEE 802.11-Based Multihop Networks.

Kun Wang, Fan Yang, Qian Zhang, Dapeng Oliver Wu, Yinlong Xu

IEEE Trans. Veh. Technol., 2007

Cooperative and opportunistic transmission for wireless ad hoc networks.

Qian Zhang, Qing Chen, Fan Yang, Xuemin Shen, Zhisheng Niu

IEEE Netw., 2007

2006

LION: Layered Overlay Multicast With Network Coding.

Jin Zhao, Fan Yang, Qian Zhang, Zhensheng Zhang, Fuyan Zhang

IEEE Trans. Multim., 2006

Distributed Channel Assignment and Routing in Multiradio Multichannel Multihop Wireless Networks.

Haitao Wu, Fan Yang, Kun Tan, Jie Chen, Qian Zhang, Zhensheng Zhang

IEEE J. Sel. Areas Commun., 2006

Distributed cooperative rate adaptation for energy efficiency in IEEE 802.11-based multi-hop networks.

Kun Wang, Fan Yang, Qian Zhang, Dapeng Oliver Wu, Yinlong Xu

Proceedings of the 3rd International ICST Conference on Quality of Service in Heterogeneous Wired/Wireless Networks, 2006

Modeling Path Capacity in Multi-hop IEEE 802.11 Networks for QoS Services.

Kun Wang, Fan Yang, Qian Zhang, Yinlong Xu, Feng Wang

Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

Impact of Power and Rate Selection on the Throughput of Ad Hoc Networks.

Cong Peng, Fan Yang, Qian Zhang, Dapeng Wu, Ming Zhao, Yan Yao

Proceedings of IEEE International Conference on Communications, 2006

On Improving the Throughput of Media Delivery Applications in Heterogeneous Overlay Network.

Jin Zhao, Fan Yang, Qian Zhang, Zhensheng Zhang

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005

Cross-layer QoS Support for Multimedia Delivery over Wireless Internet.

Qian Zhang, Fan Yang, Wenwu Zhu

EURASIP J. Adv. Signal Process., 2005

AMTP: a multipath multimedia streaming protocol for mobile ad hoc networks.

Kultida Rojviboonchai, Fan Yang, Qian Zhang, Hitoshi Aida, Wenwu Zhu

Proceedings of IEEE International Conference on Communications, 2005

2004

End-to-end TCP-friendly streaming protocol and bit allocation for scalable video over wireless Internet.

Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang

IEEE J. Sel. Areas Commun., 2004

Streaming and Bit Allocation for Scalable Video over Mobile Wireless Internet.

Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang

Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

2003

An end-to-end TCP-friendly streaming protocol for multimedia over wireless Internet.

Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003