Hang Liu

发表

Disturbance Observer Design with a Bode's Ideal Filter for Sigma-Delta Modulators

Chi Xu, Yu Jin, Hang Liu, 2020 .

A Subspace Algorithm to Mitigate Energy Unknown RFI for Synthetic Aperture Interferometric Radiometer

Hang Liu, Qingxia Li, Rong Jin, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Monitoring wind farms occupying grasslands based on remote-sensing data from China’s GF-2 HD satellite—A case study of Jiuquan city, Gansu province, China

Hang Liu, Bin Xu, Wenbo Zhang, 2017 .

FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability

Hang Liu, He Li, Hayden Kwok-Hay So, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

Automatic Lower Limb Critical Angle Assessment System for Patients with Robot-based Knee Replacement

Hang Liu, Wei Wang, Juanjuan Zhang, 2019, 2019 Chinese Control Conference (CCC).

A Precise and Robust Segmentation-Based Lidar Localization System for Automated Urban Driving

Hang Liu, Liang Chen, Jian Yang, 2019, Remote. Sens..

Binary Complex Neural Network Acceleration on FPGA : (Invited Paper) pdf

Hang Liu, Hongwu Peng, Mimi Xie, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Trust: Triangle Counting Reloaded on GPUs

Hang Liu, Adolfy Hoisie, Chen Tian, 2021, IEEE Transactions on Parallel and Distributed Systems.

Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU

Hang Liu, Dong Li, Jiawen Liu, 2021, EuroSys.

Detecting Gender Bias in Transformer-based Models: A Case Study on BERT pdf

Hang Liu, Hongwu Peng, Rajat Sainju, 2021, ArXiv.

FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator

Hang Liu, Xuehai Qian, Xiaolong Ma, 2021, 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA).

SimNet: Accurate and High-Performance Computer Architecture Simulation using Machine Learning

Hang Liu, Adolfy Hoisie, Lingda Li, 2021 .

Binary Complex Neural Network Acceleration on FPGA : (Invited Paper)

Hang Liu, Hongwu Peng, Mimi Xie, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Against Membership Inference Attack: Pruning is All You Need

Hang Liu, Sanguthevar Rajasekaran, Jinbo Bi, 2020, IJCAI.

Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning

Hang Liu, Caiwen Ding, Hongwu Peng, 2021, 2021 22nd International Symposium on Quality Electronic Design (ISQED).

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper)

Hang Liu, Jinbo Bi, Hongwu Peng, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

TAG: Gradient Attack on Transformer-based Language Models

Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding, 2021, EMNLP.

PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search pdf

Hang Liu, Christian S. Jensen, Bolong Zheng, 2021, The VLDB Journal.

E.T.: re-thinking self-attention for transformer models on GPUs

Hang Liu, Caiwen Ding, Bingbing Li, 2021, SC.

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm pdf

Hang Liu, Mimi Xie, Caiwen Ding, 2021, ArXiv.

HMC-TRAN: A Tensor-core Inspired Hierarchical Model Compression for Transformer-based DNNs on GPU

Hang Liu, Caiwen Ding, Hongwu Peng, 2021, ACM Great Lakes Symposium on VLSI.

Dr. Top-k: Delegate-Centric Top-k on GPUs

Hang Liu, Lingda Li, Anil Gaihre, 2021, SC21: International Conference for High Performance Computing, Networking, Storage and Analysis.

TAG: Transformer Attack from Gradient pdf

Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding, 2021, ArXiv.

gSoFa: Scalable Sparse Symbolic LU Factorization on GPUs

Hang Liu, Anil Gaihre, Xiaoye Sherry Li, 2022, IEEE Transactions on Parallel and Distributed Systems.

SimNet: Computer Architecture Simulation using Machine Learning pdf

Hang Liu, Adolfy Hoisie, Lingda Li, 2021, ArXiv.