Routing multi-class traffic flows in the plane. - Joondong Kim; Joseph S. B. Mitchell; Valentin Polishchuk; Shang Yang; Jingyu Zou (Comput. Geom., 2012)

Convex transversals. - Esther M. Arkin; Claudia Dieckmann; Christian Knauer; Joseph S. B. Mitchell; Valentin Polishchuk; Lena Schlipf; Shang Yang (Comput. Geom., 2014)

Robust and Efficient Mechanism Design for Heterogeneous Task Crowdsensing. - Qiangqiang He; Yu Qiao 006; Shang Yang; Chongjun Wang (WASA (3), 2021)

Equitable Valuation of Crowdsensing for Machine Learning via Game Theory. - Qiangqiang He; Yu Qiao 006; Shang Yang; Chongjun Wang (WASA (3), 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)

Distributed aggregation-based attributed graph summarization for summary-based approximate attributed graph queries. - Shang Yang; Zhipeng Yang; Xiaona Chen; Jingpeng Zhao; Yinglong Ma 001 (Expert Syst. Appl., 2021)

A Method for Scientific Cultivation Analysis Based on Knowledge Graphs. - Aiyan Wu; Yongmei Zhang; Shang Yang (CECNet, 2022)

Heuristic adaptability to input dynamics for SpMM on CPUs. - Guohao Dai; Guyue Huang; Shang Yang; Zhongming Yu; Hengrui Zhang; Yufei Ding 001; Yuan Xie 001; Huazhong Yang; Yu Wang 002 (DAC, 2022)

Heuristic Adaptability to Input Dynamics for SpMM on GPUs. - Guohao Dai; Guyue Huang; Shang Yang; Zhongming Yu; Hengrui Zhang; Yufei Ding 001; Yuan Xie 001; Huazhong Yang; Yu Wang 002 (CoRR, 2022)

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer. - Zhijian Liu; Xinyu Yang 002; Haotian Tang; Shang Yang; Song Han 003 (CVPR, 2023)

TorchSparse++: Efficient Point Cloud Engine. - Haotian Tang; Shang Yang; Zhijian Liu; Ke Hong; Zhongming Yu; Xiuyu Li; Guohao Dai; Yu Wang 002; Song Han 003 (CVPR Workshops, 2023)

CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. - Tianyu Fu 004; Chiyue Wei; Zhenhua Zhu; Shang Yang; Zhongming Yu; Guohao Dai; Huazhong Yang; Yu Wang 002 (DATE, 2023)

K-Fold Cross-Valuation for Machine Learning Using Shapley Value. - Qiangqiang He; Mujie Zhang; Jie Zhang; Shang Yang; Chongjun Wang (ICANN (3), 2023)

Hierarchical Vision and Language Transformer for Efficient Visual Dialog. - Qiangqiang He; Mujie Zhang; Jie Zhang; Shang Yang; Chongjun Wang (ICANN (6), 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 002; Song Han 003 (MICRO, 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 002 (MLSys, 2023)

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration. - Ji Lin 002; Jiaming Tang; Haotian Tang; Shang Yang; Xingyu Dang; Song Han 003 (CoRR, 2023)

Special Session: Estimation and Optimization of DNNs for Embedded Platforms. - Axel Jantsch; Song Han 003; Lin Meng; Oliver Bringmann 001; Haotian Tang; Shang Yang; Hengyi Li; Matthias Wess; Martin Lechner (CODES+ISSS, 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 003 (ECCV (67), 2024)

Stress Sensitivity Analysis of Grating Encoders Based on Accelerated Degradation Test. - Axita; Zhaojun Yang; Jinyan Guo; Chuanhai Chen; Zhifeng Liu; Shang Yang (ICSRS, 2024)

AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration. - Ji Lin 002; Jiaming Tang; Haotian Tang; Shang Yang; Wei-Ming Chen; Wei-Chen Wang 002; Guangxuan Xiao; Xingyu Dang; Chuang Gan 001; Song Han 003 (MLSys, 2024)

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving. - Yujun Lin 001; Haotian Tang; Shang Yang; Zhekai Zhang; Guangxuan Xiao; Chuang Gan 001; Song Han 003 (CoRR, 2024)

LongVILA: Scaling Long-Context Visual Language Models for Long Videos. - Fuzhao Xue; Yukang Chen; Dacheng Li; Qinghao Hu 004; Ligeng Zhu; Xiuyu Li; Yunhao Fang; Haotian Tang; Shang Yang; Zhijian Liu; Ethan He; Hongxu Yin; et al. (CoRR, 2024)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Yao Lu 006; Song Han 003 (CoRR, 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; et al. (CoRR, 2024)

Reliability allocation method based on minimizing implementation risk. - Axita; Zhaojun Yang; Chuanhai Chen; Jinyan Guo; Shang Yang (Expert Syst. Appl., 2024)

AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration. - Ji Lin 002; Jiaming Tang; Haotian Tang; Shang Yang; Guangxuan Xiao; Song Han 003 (GetMobile Mob. Comput. Commun., 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; Haotian Tang; et al. (CVPR, 2025)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Song Han 003 (ICLR, 2025)

LongVILA: Scaling Long-Context Visual Language Models for Long Videos. - Yukang Chen; Fuzhao Xue; Dacheng Li; Qinghao Hu 004; Ligeng Zhu; Xiuyu Li; Yunhao Fang; Haotian Tang; Shang Yang; Zhijian Liu; Yihui He; Hongxu Yin; et al. (ICLR, 2025)

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer. - Haotian Tang; Yecheng Wu; Shang Yang; Enze Xie; Junsong Chen; Junyu Chen 003; Zhuoyang Zhang; Han Cai; Yao Lu 006; Song Han 003 (ICLR, 2025)

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 003 (ICLR, 2025)

Accelerating complex graph queries by summary-based hybrid partitioning for discovering vulnerabilities of distribution equipment. - Qiong Wang; Wei He; Shang Yang; Ruoyu Zhao; Yinglong Ma 001 (Future Gener. Comput. Syst., 2025)

Deterministic Concurrency Control Based Multi-writer Transaction Processing over Cloud-native Databases. - Yinhao Hong; Hongyao Zhao; Yilin Wang; Xinyue Shi; Wei Lu 015; Shang Yang; Sheng Du (Int. J. Softw. Informatics, 2025)

LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention. - Shang Yang; Junxian Guo; Haotian Tang; Qinghao Hu 004; Guangxuan Xiao; Jiaming Tang; Yujun Lin 001; Zhijian Liu; Yao Lu 006; Song Han 003 (CoRR, 2025)

Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation. - Zhuoyang Zhang; Luke J. Huang; Chengyue Wu; Shang Yang; Kelly Peng; Yao Lu 006; Song Han 003 (CoRR, 2025)