| 2025 | HPCA | Piccolo: Large-Scale Graph Processing with Fine-Grained in-Memory Scatter-Gather. | Changmin Shin, Jaeyong Song, Hongsun Jang, Dogeun Kim, Jun Sung, Taehee Kwon, Jae Hyung Ju, Frank Liu, YeonKyu Choi, Jinho Lee |
| 2024 | AAAI | Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach. | Yu Wang, Yuxuan Yin, Karthik Somayaji N. S., Jn Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li |
| 2023 | AAAI | AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution. | Yu Wang, Jn Drgona, Jiaxin Zhang, Karthik Somayaji Nanjangud Suryanarayana, Malachi Schram, Frank Liu, Peng Li |
| 2023 | DATE | FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix. | Gopikrishnan Raveendran Nair, Han-Sok Suh, Mahantesh Halappanavar, Frank Liu, Jae-sun Seo, Yu Cao |
| 2023 | ICMLA | Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer Learning. | Katarzyna Borowiec, Dan Lu, Vikas Chandan, Samrat Chatterjee, Pradeep Ramuhalli, Ramakrishna Tipireddy, Mahantesh Halappanavar, Frank Liu |
| 2023 | ISCAS | A 3D Implementation of Convolutional Neural Network for Fast Inference. | Narasinga Rao Miniskar, Pruek Vanna-Iampikul, Aaron R. Young, Sung Kyu Lim, Frank Liu, Jieun Yoo, Corrinne Mills, Nhan Tran, Farah Fahim, Jeffrey S. Vetter |
| 2023 | PPoPP | Tiling Framework for Heterogeneous Computing of Matrix based Tiled Algorithms. | Narasinga Rao Miniskar, Mohammad Alaul Haque Monil, Pedro Valero-Lara, Frank Liu, Jeffrey S. Vetter |
| 2023 | SC | DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets. | Jong Youl Choi, Massimiliano Lupo Pasini, Pei Zhang, Kshitij Mehta, Frank Liu, Jonghyun Bae, Khaled Ibrahim |
| 2023 | SC | Mixed-Precision S/DGEMM Using the TF32 and TF64 Frameworks on Low-Precision AI Tensor Cores. | Pedro Valero-Lara, Ian Jorquera, Frank Liu, Jeffrey S. Vetter |
| 2022 | AAAI | Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification. | Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao |
| 2022 | ECCV | NashAE: Disentangling Representations Through Adversarial Covariance Minimization. | Eric C. Yeats, Frank Liu, David Womble, Hai Helen Li |
| 2022 | FPL | Ultra Low Latency Machine Learning for Scientific Edge Applications. | Narasinga Rao Miniskar, Aaron R. Young, Frank Liu, Willem Blokland, Anthony M. Cabrera, Jeffrey S. Vetter |
| 2022 | HiPC | IRIS-BLAS: Towards a Performance Portable and Heterogeneous BLAS Library. | Narasinga Rao Miniskar, Mohammad Alaul Haque Monil, Pedro Valero-Lara, Frank Liu, Jeffrey S. Vetter |
| 2021 | IJCNN | Evolutionary NAS in Light of Model Stability for Accurate Continual Learning. | Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao |
| 2021 | ISCAS | A Memory Efficient Lock-Free Circular Queue. | Narasinga Rao Miniskar, Frank Liu, Jeffrey S. Vetter |
| 2020 | ASPDAC | Scaled Population Arithmetic for Efficient Stochastic Computing. | He Zhou, Sunil P. Khatri, Jiang Hu, Frank Liu |
| 2020 | CVPR | Noise-based Selection of Robust Inherited Model for Accurate Continual Learning. | Xiaocong Du, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao |
| 2020 | IJCNN | Online Knowledge Acquisition with the Selective Inherited Model. | Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao |
| 2019 | DAC | A Memory-Efficient Markov Decision Process Computation Framework Using BDD-based Sampling Representation. | He Zhou, Sunil P. Khatri, Jiang Hu, Frank Liu |
| 2019 | ICMLA | Single-Net Continual Learning with Progressive Segmented Training. | Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao |
| 2019 | SSDBM | An Efficient Graph Compressor Based on Adaptive Prefix Encoding. | Jinho Lee, Frank Liu |
| 2015 | WACV | Efficiently Constructing Mosaics from Video Collections. | Frank Liu, Robin Hess, Alan Fern |
| 2015 | SC | STAC-A2™ benchmark on POWER8. | Bishop Brock, Frank Liu, Karthick Rajamani |
| 2014 | DAC | A Time-Unrolling Method to Compute Sensitivity of Dynamic Systems. | Frank Liu, Peter Feldmann |
| 2014 | EuroPar | IFM: A Scalable High Resolution Flood Modeling Framework. | Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George |
| 2012 | DAC | Dynamic river network simulation at large scale. | Frank Liu, Ben R. Hodges |
| 2012 | ICCAD | 2012 TAU power grid simulation contest: Benchmark suite and results. | Zhuo Li, Raju Balasubramanian, Frank Liu, Sani R. Nassif |
| 2011 | DATE | An efficient mask optimization method based on homotopy continuation technique. | Frank Liu, Xiaokang Shi |
| 2011 | ICCAD | 2011 TAU power grid simulation contest: Benchmark suite and results. | Zhuo Li, Raju Balasubramanian, Frank Liu, Sani R. Nassif |
| 2011 | ISCAS | Pure nodal analysis for efficient on-chip interconnect model order reduction. | Frank Liu, Peter Feldmann |
| 2010 | ASPDAC | Physical design techniques for optimizing RTA-induced variations. | Yaoguang Wei, Jiang Hu, Frank Liu, Sachin S. Sapatnekar |
| 2010 | ICCAD | Multi-Wafer Virtual Probe: Minimum-cost variation characterization by exploring wafer-to-wafer correlation. | Wangyang Zhang, Xin Li, Emrah Acar, Frank Liu, Rob A. Rutenbar |
| 2009 | DAC | Predicting variability in nanoscale lithography processes. | Dragoljub Gagi Drmanac, Frank Liu, Li-C. Wang |
| 2009 | DAC | Variability analysis under layout pattern-dependent rapid-thermal annealing process. | Yun Ye, Frank Liu, Min Chen, Yu Cao |
| 2009 | ICCAD | Modeling of layout-dependent stress effect in CMOS design. | Chi-Chao Wang, Wei Zhao, Frank Liu, Min Chen, Yu Cao |
| 2008 | DAC | Statistical modeling and simulation of threshold variation under dopant fluctuations and line-edge roughness. | Yun Ye, Frank Liu, Sani R. Nassif, Yu Cao |
| 2007 | ASPDAC | A New Methodology for Interconnect Parasitics Extraction Considering Photo-Lithography Effects. | Nancy Ying Zhou, Zhuo Li, Yuxin Tian, Weiping Shi, Frank Liu |
| 2007 | DAC | A General Framework for Spatial Correlation Modeling in VLSI Design. | Frank Liu |
| 2007 | DAC | Modeling and Analysis of Non-Rectangular Gate for Post-Lithography Circuit Simulation. | Ritu Singhal, Asha Balijepalli, Anupama R. Subramaniam, Frank Liu, Sani R. Nassif, Yu Cao |
| 2007 | DAC | The Impact of NBTI on the Performance of Combinational and Sequential Circuits. | Wenping Wang, Shengqi Yang, Sarvesh Bhardwaj, Rakesh Vattikonda, Sarma B. K. Vrudhula, Frank Liu, Yu Cao |
| 2007 | DATE | Fast statistical circuit analysis with finite-point based transistor model. | Min Chen, Wei Zhao, Frank Liu, Yu Cao |
| 2007 | ICCAD | Efficient computation of current flow in signal wires for reliability analysis. | Kanak Agarwal, Frank Liu |
| 2007 | ICCAD | An efficient method for statistical circuit simulation. | Frank Liu |
| 2006 | DATE | A practical method to estimate interconnect responses to variabilities. | Frank Liu |
| 2006 | DATE | Integrated placement and skew optimization for rotary clocking. | Ganesh Venkataraman, Jiang Hu, Frank Liu, Cliff C. N. Sze |
| 2006 | ICCAD | Practical variation-aware interconnect delay and slew analysis for statistical timing verification. | Xiaoji Ye, Peng Li, Frank Liu |
| 2005 | DAC | A noise-driven effective capacitance method with fast embedded noise rule calculation for functional noise analysis. | Haihua Su, David Widiger, Chandramouli V. Kashyap, Frank Liu, Byron Krauter |
| 2005 | DATE | Modeling Interconnect Variability Using Efficient Parametric Model Order Reduction. | Peng Li, Frank Liu, Xin Li, Lawrence T. Pileggi, Sani R. Nassif |
| 2004 | DAC | Variational delay metrics for interconnect timing analysis. | Kanak Agarwal, Dennis Sylvester, David T. Blaauw, Frank Liu, Sani R. Nassif, Sarma B. K. Vrudhula |
| 2004 | ICCAD | Sparse and efficient reduced order modeling of linear subcircuits with large number of terminals. | Peter Feldmann, Frank Liu |
| 2003 | DAC | Delay and slew metrics using the lognormal distribution. | Charles J. Alpert, Frank Liu, Chandramouli V. Kashyap, Anirudh Devgan |
| 2003 | ICCAD | A Heuristic to Determine Low Leakage Sleep State Vectors for CMOS Combinational Circuits. | Rahul M. Rao, Frank Liu, Jeffrey L. Burns, Richard B. Brown |
| 2003 | ISLPED | Full chip leakage estimation considering power supply and temperature variations. | Haihua Su, Frank Liu, Anirudh Devgan, Emrah Acar, Sani R. Nassif |
| 2002 | ICCAD | A delay metric for RC circuits based on the Weibull distribution. | Frank Liu, Chandramouli V. Kashyap, Charles J. Alpert |