Frank Liu

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 39

Top Topics

Binary Classification

Adjacency Matrix

Heterogeneous Computing

Top Venues

Publications

Frank Liu, Agniva Chowdhury
Deep Learning with Physics Priors as Generalized Regularizers. CoRR (2023)
Jong Youl Choi, Massimiliano Lupo Pasini, Pei Zhang, Kshitij Mehta, Frank Liu, Jonghyun Bae, Khaled Ibrahim
DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets. SC Workshops (2023)
Frank Liu, Anish Narsipur, Andrew Kemeklis, Lucy Song, Robert LiKamWa
Spatial Audio Empowered Smart speakers with Xblock - A Pose-Adaptive Crosstalk Cancellation Algorithm for Free-moving Users. CPS-IoT Week Workshops (2023)
Eric C. Yeats, Frank Liu, Hai Helen Li
Disentangling Learning Representations with Density Estimation. CoRR (2023)
Gopikrishnan Raveendran Nair, Han-Sok Suh, Mahantesh Halappanavar, Frank Liu, Jae-sun Seo, Yu Cao
FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix. DATE (2023)
Eric C. Yeats, Frank Liu, David Womble, Hai Helen Li
NashAE: Disentangling Representations Through Adversarial Covariance Minimization. ECCV (27) (2022)
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao
Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification. AAAI (2022)
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao
Efficient continual learning at the edge with progressive segmented training. Neuromorph. Comput. Eng. 2 (4) (2022)
Rentong Guo, Xiaofan Luan, Long Xiang, Xiao Yan, Xiaomeng Yi, Jigao Luo, Qianya Cheng, Weizhi Xu, Jiarui Luo, Frank Liu, Zhenshan Cao, Yanliang Qiao, Ting Wang, Bo Tang, Charles Xie
Manu: A Cloud Native Vector Database Management System. Proc. VLDB Endow. 15 (12) (2022)
Rentong Guo, Xiaofan Luan, Long Xiang, Xiao Yan, Xiaomeng Yi, Jigao Luo, Qianya Cheng, Weizhi Xu, Jiarui Luo, Frank Liu, Zhenshan Cao, Yanliang Qiao, Ting Wang, Bo Tang, Charles Xie
Manu: A Cloud Native Vector Database Management System. CoRR (2022)
Eric C. Yeats, Frank Liu, David Womble, Hai Li
NashAE: Disentangling Representations through Adversarial Covariance Minimization. CoRR (2022)
Narasinga Rao Miniskar, Aaron R. Young, Frank Liu, Willem Blokland, Anthony M. Cabrera, Jeffrey S. Vetter
Ultra Low Latency Machine Learning for Scientific Edge Applications. FPL (2022)
Aaron R. Young, Narasinga Rao Miniskar, Frank Liu, Willem Blokland, Jeffrey S. Vetter
Adrastea: An Efficient FPGA Design Environment for Heterogeneous Scientific Computing and Machine Learning. SMC (2022)
Ján Drgona, Sayak Mukherjee, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar
On the Stochastic Stability of Deep Markov Models. CoRR (2021)
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao
Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification. CSSL (2021)
Ján Drgona, Sayak Mukherjee, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar
On the Stochastic Stability of Deep Markov Models. NeurIPS (2021)
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao
Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification. CoRR (2021)
Narasinga Rao Miniskar, Frank Liu, Aaron R. Young, Dwaipayan Chakraborty, Jeffrey S. Vetter
A Hierarchical Task Scheduler for Heterogeneous Computing. ISC (2021)
Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao
Evolutionary NAS in Light of Model Stability for Accurate Continual Learning. IJCNN (2021)
Narasinga Rao Miniskar, Frank Liu, Jeffrey S. Vetter
A Memory Efficient Lock-Free Circular Queue. ISCAS (2021)
Frank Liu, Narasinga Rao Miniskar, Dwaipayan Chakraborty, Jeffrey S. Vetter
Deffe: a data-efficient framework for performance characterization in domain-specific computing. CF (2020)
He Zhou, Sunil P. Khatri, Jiang Hu, Frank Liu
Scaled Population Arithmetic for Efficient Stochastic Computing. ASP-DAC (2020)
Xiaocong Du, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
Noise-based Selection of Robust Inherited Model for Accurate Continual Learning. CVPR Workshops (2020)
Inseok Hwang, Jinho Lee, Frank Liu, Minsik Cho
SimEx: Express Prediction of Inter-dataset Similarity by a Fleet of Autoencoders. CoRR (2020)
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
Online Knowledge Acquisition with the Selective Inherited Model. IJCNN (2020)
Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao
Single-Net Continual Learning with Progressive Segmented Training. ICMLA (2019)
Mayoore Jaiswal, H. Peter Hofstee, Valerie Chen, Suvadip Paul, Rogério Feris, Frank Liu, Anupama Jagannathan, Anne Gattiker, Inseok Hwang, Jinho Lee, Matthew Tong, Sahil Dureja, Soham Shah
Video-Text Compliance: Activity Verification Based on Natural Language Instructions. ICCV Workshops (2019)
He Zhou, Sunil P. Khatri, Jiang Hu, Frank Liu
A Memory-Efficient Markov Decision Process Computation Framework Using BDD-based Sampling Representation. DAC (2019)
Jinho Lee, Frank Liu
An Efficient Graph Compressor Based on Adaptive Prefix Encoding. SSDBM (2019)
Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao
Single-Net Continual Learning with Progressive Segmented Training (PST). CoRR (2019)
Carlos H. A. Costa, Claudia Misale, Frank Liu, Marcio Silva, Hubertus Franke, Paul Crumley, Bruce D'Amora
Optimization of Genomics Analysis Pipeline for Scalable Performance in a Cloud Environment. BIBM (2018)
Kevin Tee, Michael McCourt, Ruben Martinez-Cantin, Ian Dewancker, Frank Liu
Active Preference Learning for Personalized Portfolio Construction. CoRR (2017)
He Zhou, Sunil P. Khatri, Jiang Hu, Frank Liu, Cliff C. N. Sze
Fast and Highly Scalable Bayesian MDP on a GPU Platform. BCB (2017)
Frank Liu
Highlights of ICCAD 2016. IEEE Des. Test 34 (2) (2017)
Hamid Mushtaq, Frank Liu, Carlos Costa, Gang Liu, H. Peter Hofstee, Zaid Al-Ars
SparkGA: A Spark Framework for Cost Effective, Fast and Accurate DNA Analysis at Scale. BCB (2017)
Luca Maria Aiello, Rossano Schifanella, Miriam Redi, Stacey Svetlichnaya, Frank Liu, Simon Osindero
Beautiful and Damned. Combined Effect of Content Quality and Social Ties on User Engagement. IEEE Trans. Knowl. Data Eng. 29 (12) (2017)
Luca Maria Aiello, Rossano Schifanella, Miriam Redi, Stacey Svetlichnaya, Frank Liu, Simon Osindero
Beautiful and damned. Combined effect of content quality and social ties on user engagement. CoRR (2017)
Frank Liu
From the Heart of Silicon Valley to the Hill Country - Highlights of ICCAD 2015. IEEE Des. Test 33 (1) (2016)
He Zhou, Jiang Hu, Sunil P. Khatri, Frank Liu, Cliff C. N. Sze, Mohammadmahdi R. Yousefi
GPU acceleration for Bayesian control of Markovian genetic regulatory networks. BHI (2016)
Hengliang Zhu, Yuanzhe Wang, Frank Liu, Xin Li, Xuan Zeng, Peter Feldmann
Efficient Transient Analysis of Power Delivery Network With Clock/Power Gating by Sparse Approximation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (3) (2015)
Bishop Brock, Frank Liu, Karthick Rajamani
STAC-A2™ benchmark on POWER8. WHPCF@SC (2015)
Frank Liu, Robin Hess, Alan Fern
Efficiently Constructing Mosaics from Video Collections. WACV (2015)
Ben R. Hodges, Frank Liu
Rivers and Electric Networks: Crossing Disciplines in Modeling and Simulation. Found. Trends Electron. Des. Autom. 8 (1) (2014)
Frank Liu, Peter Feldmann
A Time-Unrolling Method to Compute Sensitivity of Dynamic Systems. DAC (2014)
Zhenqiang Su, Johannes Huschle, Stephen Redfield, Tianzhu Qiao, Huaping Liu, Frank Liu
High-speed real-time multi-channel data-acquisition unit: Challenges and results. CCNC (2014)
Frank Liu, Ben R. Hodges
Applying microprocessor analysis methods to river network modelling. Environ. Model. Softw. 52 (2014)
Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George
IFM: A Scalable High Resolution Flood Modeling Framework. Euro-Par (2014)
Tae-Kwang Jang, Nan Xing, Frank Liu, Jungeun Shin, Hyungreal Ryu, Jihyun F. Kim, Taeik Kim, Jaejin Park, Hojin Park
5.3mW 32-to-2000MHz digital fractional-N phase locked-loop using a phase-interpolating phase-to-digital converter. ISSCC (2013)
Frank Liu, Ben R. Hodges
Dynamic river network simulation at large scale. DAC (2012)
Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Emrah Acar, Frank Liu, Rob A. Rutenbar
Spatial variation decomposition via sparse regression. ICICDT (2012)
Zhuo Li, Raju Balasubramanian, Frank Liu, Sani R. Nassif
2012 TAU power grid simulation contest: Benchmark suite and results. ICCAD (2012)
Zhuo Li, Raju Balasubramanian, Frank Liu, Sani R. Nassif
2011 TAU power grid simulation contest: Benchmark suite and results. ICCAD (2011)
Frank Liu, Peter Feldmann
Pure nodal analysis for efficient on-chip interconnect model order reduction. ISCAS (2011)
Wangyang Zhang, Xin Li, Frank Liu, Emrah Acar, Rob A. Rutenbar, Ronald D. Blanton
Virtual Probe: A Statistical Framework for Low-Cost Silicon Characterization of Nanoscale Integrated Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (12) (2011)
Yun Ye, Frank Liu, Min Chen, Sani R. Nassif, Yu Cao
Statistical Modeling and Simulation of Threshold Variation Under Random Dopant Fluctuations and Line-Edge Roughness. IEEE Trans. Very Large Scale Integr. Syst. 19 (6) (2011)
Frank Liu, Xiaokang Shi
An efficient mask optimization method based on homotopy continuation technique. DATE (2011)
Yaoguang Wei, Jiang Hu, Frank Liu, Sachin S. Sapatnekar
Physical design techniques for optimizing RTA-induced variations. ASP-DAC (2010)
Ritu Singhal, Asha Balijepalli, Anupama R. Subramaniam, Chi-Chao Wang, Frank Liu, Sani R. Nassif, Yu Cao
Modeling and Analysis of the Nonrectangular Gate Effect for Postlithography Circuit Simulation. IEEE Trans. Very Large Scale Integr. Syst. 18 (4) (2010)
Wangyang Zhang, Xin Li, Emrah Acar, Frank Liu, Rob A. Rutenbar
Multi-Wafer Virtual Probe: Minimum-cost variation characterization by exploring wafer-to-wafer correlation. ICCAD (2010)
Wenping Wang, Shengqi Yang, Sarvesh Bhardwaj, Sarma B. K. Vrudhula, Frank Liu, Yu Cao
The Impact of NBTI Effect on Combinational Circuit: Modeling, Simulation, and Analysis. IEEE Trans. Very Large Scale Integr. Syst. 18 (2) (2010)
Yu Cao, Frank Liu
Guest Editors' Introduction: Compact Variability Modeling in Scaled CMOS Design. IEEE Des. Test Comput. 27 (2) (2010)
Min Chen, Wei Zhao, Frank Liu, Yu Cao
Finite-Point-Based Transistor Model: A New Approach to Fast Circuit Simulation. IEEE Trans. Very Large Scale Integr. Syst. 17 (10) (2009)
Chi-Chao Wang, Wei Zhao, Frank Liu, Min Chen, Yu Cao
Modeling of layout-dependent stress effect in CMOS design. ICCAD (2009)
Dragoljub Gagi Drmanac, Frank Liu, Li-C. Wang
Predicting variability in nanoscale lithography processes. DAC (2009)
Yun Ye, Frank Liu, Min Chen, Yu Cao
Variability analysis under layout pattern-dependent rapid-thermal annealing process. DAC (2009)
Rouwaida Kanj, Zhuo Li, Rajiv V. Joshi, Frank Liu, Sani R. Nassif
A Root-Finding Method for Assessing SRAM Stability. ISQED (2008)
Frank Liu, Peter Feldmann
MAISE: An Interconnect Simulation Engine for Timing and Noise Analysis. ISQED (2008)
Yun Ye, Frank Liu, Sani R. Nassif, Yu Cao
Statistical modeling and simulation of threshold variation under dopant fluctuations and line-edge roughness. DAC (2008)
Nancy Ying Zhou, Zhuo Li, Yuxin Tian, Weiping Shi, Frank Liu
A New Methodology for Interconnect Parasitics Extraction Considering Photo-Lithography Effects. ASP-DAC (2007)
Xiaoji Ye, Frank Liu, Peng Li
Fast Variational Interconnect Delay and Slew Computation Using Quadratic Models. IEEE Trans. Very Large Scale Integr. Syst. 15 (8) (2007)
Min Chen, Wei Zhao, Frank Liu, Yu Cao
Fast statistical circuit analysis with finite-point based transistor model. DATE (2007)
Peng Li, Frank Liu, Xin Li, Lawrence T. Pileggi, Sani R. Nassif
Modeling Interconnect Variability Using Efficient Parametric Model Order Reduction CoRR (2007)
Ganesh Venkataraman, Jiang Hu, Frank Liu
Integrated Placement and Skew Optimization for Rotary Clocking. IEEE Trans. Very Large Scale Integr. Syst. 15 (2) (2007)
Frank Liu
A General Framework for Spatial Correlation Modeling in VLSI Design. DAC (2007)
Frank Liu
An efficient method for statistical circuit simulation. ICCAD (2007)
Kanak Agarwal, Frank Liu
Efficient computation of current flow in signal wires for reliability analysis. ICCAD (2007)
Ram Bhuwan Pandit, Juming Tang, Frank Liu, Galina Mikhaylenko
A computer vision method to locate cold spots in foods in microwave sterilization processes. Pattern Recognit. 40 (12) (2007)
Ritu Singhal, Asha Balijepalli, Anupama R. Subramaniam, Frank Liu, Sani R. Nassif, Yu Cao
Modeling and Analysis of Non-Rectangular Gate for Post-Lithography Circuit Simulation. DAC (2007)
Wenping Wang, Shengqi Yang, Sarvesh Bhardwaj, Rakesh Vattikonda, Sarma B. K. Vrudhula, Frank Liu, Yu Cao
The Impact of NBTI on the Performance of Combinational and Sequential Circuits. DAC (2007)
Wei Zhao, Yu Cao, Frank Liu, Kanak Agarwal, Dhruva Acharyya, Sani R. Nassif, Kevin J. Nowka
Rigorous extraction of process variations for 65nm CMOS design. ESSCIRC (2007)
Frank Liu
A practical method to estimate interconnect responses to variabilities. DATE (2006)
Anand Ramalingam, David Z. Pan, Frank Liu, Sani R. Nassif
Accurate Thermal Analysis Considering Nonlinear Thermal Conductivity. ISQED (2006)
Xiaoji Ye, Peng Li, Frank Liu
Practical variation-aware interconnect delay and slew analysis for statistical timing verification. ICCAD (2006)
Ganesh Venkataraman, Jiang Hu, Frank Liu, Cliff C. N. Sze
Integrated placement and skew optimization for rotary clocking. DATE (2006)
Bhavna Agrawal, Frank Liu, Sani R. Nassif
Circuit Optimization Using Scale Based Sensitivities. CICC (2006)
Peng Li, Frank Liu, Xin Li, Lawrence T. Pileggi, Sani R. Nassif
Modeling Interconnect Variability Using Efficient Parametric Model Order Reduction. DATE (2005)
Haihua Su, David Widiger, Chandramouli V. Kashyap, Frank Liu, Byron Krauter
A noise-driven effective capacitance method with fast embedded noise rule calculation for functional noise analysis. DAC (2005)
Charles J. Alpert, Frank Liu, Chandramouli V. Kashyap, Anirudh Devgan
Closed-form delay and slew metrics made easy. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (12) (2004)
Kanak Agarwal, Dennis Sylvester, David T. Blaauw, Frank Liu, Sani R. Nassif, Sarma B. K. Vrudhula
Variational delay metrics for interconnect timing analysis. DAC (2004)
Frank Liu, Chandramouli V. Kashyap, Charles J. Alpert
A delay metric for RC circuits based on the Weibull distribution. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (3) (2004)
Chandramouli V. Kashyap, Charles J. Alpert, Frank Liu, Anirudh Devgan
Closed-form expressions for extending step delay and slew metrics to ramp inputs for RC trees. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (4) (2004)
Peter Feldmann, Frank Liu
Sparse and efficient reduced order modeling of linear subcircuits with large number of terminals. ICCAD (2004)
Rahul M. Rao, Frank Liu, Jeffrey L. Burns, Richard B. Brown
A Heuristic to Determine Low Leakage Sleep State Vectors for CMOS Combinational Circuits. ICCAD (2003)
Charles J. Alpert, Frank Liu, Chandramouli V. Kashyap, Anirudh Devgan
Delay and slew metrics using the lognormal distribution. DAC (2003)
Chandramouli V. Kashyap, Charles J. Alpert, Frank Liu, Anirudh Devgan
Closed form expressions for extending step delay and slew metrics to ramp inputs. ISPD (2003)
Haihua Su, Frank Liu, Anirudh Devgan, Emrah Acar, Sani R. Nassif
Full chip leakage estimation considering power supply and temperature variations. ISLPED (2003)
Frank Liu, Chandramouli V. Kashyap, Charles J. Alpert
A delay metric for RC circuits based on the Weibull distribution. ICCAD (2002)
Duane S. Boning, Joseph Panganiban, Karen Gonzalez-Valentin, Sani R. Nassif, Chandler McDowell, Anne E. Gattiker, Frank Liu
Test structures for delay variability. Timing Issues in the Specification and Synthesis of Digital Systems (2002)
Chandramouli V. Kashyap, Charles J. Alpert, Frank Liu, Anirudh Devgan
PERI: a technique for extending delay and slew metrics to ramp inputs. Timing Issues in the Specification and Synthesis of Digital Systems (2002)