Bangtian Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Tensor Factorization

Top Venues

iThings/GreenCom/CPSCom/SmartData

Proc. ACM Program. Lang.

Publications

Avery Laird, Bangtian Liu, Nikolaj Bjørner, Maryam Mehri Dehnavi
SpEQ: Translation of Sparse Codes using Equivalences. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Bangtian Liu, Avery Laird, Wai Hung Tsang, Bardia Mahjour, Maryam Mehri Dehnavi
Combining Run-Time Checks and Compile-Time Analysis to Improve Control Flow Auto-Vectorization. PACT (2022)
Behrooz Zarebavani, Kazem Cheshmi, Bangtian Liu, Michelle Mills Strout, Maryam Mehri Dehnavi
HDagg: Hybrid Aggregation of Loop-carried Dependence Iterations in Sparse Matrix Computations. IPDPS (2022)
Bangtian Liu, Kazem Cheshmi, Saeed Soori, Michelle Mills Strout, Maryam Mehri Dehnavi
MatRox: modular approach for improving data locality in hierarchical (Mat)rix App(Rox)imation. PPoPP (2020)
Zachary Blanco, Bangtian Liu, Maryam Mehri Dehnavi
CSTF: Large-Scale Sparse Tensor Factorizations on Distributed Platforms. ICPP (2018)
Bangtian Liu, Kazem Cheshmi, Saeed Soori, Maryam Mehri Dehnavi
MatRox: A Model-Based Algorithm with an Efficient Storage Format for Parallel HSS-Structured Matrix Approximations. CoRR (2018)
Bangtian Liu, Chengyao Wen, Anand D. Sarwate, Maryam Mehri Dehnavi
A Unified Optimization Approach for Sparse Tensor Operations on GPUs. CoRR (2017)
Yan Zhang, Weiwei Yang, Bangtian Liu, Ge-Yang Ke, Yan Pan, Jian Yin
Multi-view Spectral Clustering via Tensor-SVD Decomposition. ICTAI (2017)
Bangtian Liu, Chengyao Wen, Anand D. Sarwate, Maryam Mehri Dehnavi
A Unified Optimization Approach for Sparse Tensor Operations on GPUs. CLUSTER (2017)
Jiahe Liu, Bangtian Liu, Haohuan Fu
Optimizing Residue Number System on FPGA. iThings/GreenCom/CPSCom/SmartData (2016)
Bangtian Liu, Haohuan Fu, Lin Gan, Wenlai Zhao, Guangwen Yang
Optimizing Residue Number Reverse Converters through Bitwise Arithmetic on FPGAs. FCCM (2015)