Shang Yang

According to our database, Shang Yang authored at least 27 papers between 2012 and 2024.

Collaborative distances:

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

2024

Reliability allocation method based on minimizing implementation risk.

Axita, Zhaojun Yang, Chuanhai Chen, Jinyan Guo, Shang Yang

Expert Syst. Appl., 2024

NVILA: Efficient Frontier Visual Language Models.

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

CoRR, 2024

DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, Junxian Guo, Shang Yang, Haotian Tang, Yao Fu, Song Han

CoRR, 2024

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer.

Haotian Tang, Yecheng Wu, Shang Yang, Enze Xie, Junsong Chen, Junyu Chen, Zhuoyang Zhang, Han Cai, Yao Lu, Song Han

CoRR, 2024

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models.

Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Yao Lu, Song Han

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

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving.

Yujun Lin, Haotian Tang, Shang Yang, Zhekai Zhang, Guangxuan Xiao, Chuang Gan, Song Han

CoRR, 2024

AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration.

Ji Lin, Jiaming Tang, Haotian Tang, Shang Yang, Wei-Ming Chen, Wei-Chen Wang, Guangxuan Xiao, Xingyu Dang, Chuang Gan, Song Han

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

Sparse Refinement for Efficient High-Resolution Semantic Segmentation.

Zhijian Liu, Zhuoyang Zhang, Samir Khaki, Shang Yang, Haotian Tang, Chenfeng Xu, Kurt Keutzer, Song Han

Proceedings of the Computer Vision - ECCV 2024, 2024

Special Session: Estimation and Optimization of DNNs for Embedded Platforms.

Axel Jantsch, Song Han, Lin Meng, Oliver Bringmann, Haotian Tang, Shang Yang, Hengyi Li, Matthias Wess, Martin Lechner

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024

2023

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

Ji Lin, Jiaming Tang, Haotian Tang, Shang Yang, Xingyu Dang, Song Han

CoRR, 2023

HyperGef: A Framework Enabling Efficient Fusion for Hypergraph Neural Network on GPUs.

Zhongming Yu, Guohao Dai, Shang Yang, Genghan Zhang, Hengrui Zhang, Feiwen Zhu, June Yang, Jishen Zhao, Yu Wang

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Hierarchical Vision and Language Transformer for Efficient Visual Dialog.

Qiangqiang He, Mujie Zhang, Jie Zhang, Shang Yang, Chongjun Wang

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

K-Fold Cross-Valuation for Machine Learning Using Shapley Value.

Qiangqiang He, Mujie Zhang, Jie Zhang, Shang Yang, Chongjun Wang

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory.

Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

TorchSparse++: Efficient Point Cloud Engine.

Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer.

Zhijian Liu, Xinyu Yang, Haotian Tang, Shang Yang, Song Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Heuristic Adaptability to Input Dynamics for SpMM on GPUs.

Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang

CoRR, 2022

Heuristic adaptability to input dynamics for SpMM on CPUs.

Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

A Method for Scientific Cultivation Analysis Based on Knowledge Graphs.

Aiyan Wu, Yongmei Zhang, Shang Yang

Proceedings of CECNet 2022, 2022

2021

Distributed aggregation-based attributed graph summarization for summary-based approximate attributed graph queries.

Shang Yang, Zhipeng Yang, Xiaona Chen, Jingpeng Zhao, Yinglong Ma

Expert Syst. Appl., 2021

Knowledge-based integrated product design framework towards sustainable low-carbon manufacturing.

Hao Zheng, Shang Yang, Shanhe Lou, Yicong Gao, Yixiong Feng

Adv. Eng. Informatics, 2021

Equitable Valuation of Crowdsensing for Machine Learning via Game Theory.

Qiangqiang He, Yu Qiao, Shang Yang, Chongjun Wang

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Robust and Efficient Mechanism Design for Heterogeneous Task Crowdsensing.

Qiangqiang He, Yu Qiao, Shang Yang, Chongjun Wang

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

2014

Convex transversals.

Esther M. Arkin, Claudia Dieckmann, Christian Knauer, Joseph S. B. Mitchell, Valentin Polishchuk, Lena Schlipf, Shang Yang

Comput. Geom., 2014

2012

Routing multi-class traffic flows in the plane.

Joondong Kim, Joseph S. B. Mitchell, Valentin Polishchuk, Shang Yang, Jingyu Zou

Comput. Geom., 2012