Siting Liu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 49

Top Topics

Conservation Laws

Top Venues

J. Comput. Phys.

Publications

Su Zheng, Lancheng Zou, Siting Liu, Yibo Lin, Bei Yu, Martin D. F. Wong
Mitigating Distribution Shift for Congestion Optimization in Global Placement. DAC (2023)
Ziyi Wang, Siting Liu, Yuan Pu, Song Chen, Tsung-Yi Ho, Bei Yu
Restructure-Tolerant Timing Prediction via Multimodal Fusion. DAC (2023)
Peiyu Liao, Dawei Guo, Zizheng Guo, Siting Liu, Yibo Lin, Bei Yu
DREAMPlace 4.0: Timing-Driven Placement With Momentum-Based Net Weighting and Lagrangian-Based Refinement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (10) (2023)
Wuchen Li, Siting Liu, Stanley J. Osher
A kernel formula for regularized Wasserstein proximal operators. CoRR (2023)
Liu Yang, Siting Liu, Tingwei Meng, Stanley J. Osher
In-Context Operator Learning for Differential Equation Problems. CoRR (2023)
Liu Yang, Tingwei Meng, Siting Liu, Stanley J. Osher
Prompting In-Context Operator Learning with Sensor Data, Equations, and Natural Language. CoRR (2023)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws I: Entropy-entropy flux. J. Comput. Phys. 480 (2023)
Siting Liu, Yuan Pu, Peiyu Liao, Hongzhong Wu, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu
FastGR: Global Routing on CPU-GPU With Heterogeneous Task Graph Scheduler. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (7) (2023)
Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
High order computation of optimal transport, mean field planning, and potential mean field games. J. Comput. Phys. 491 (2023)
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Ziheng Wang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi
Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi
Feature-Embedding Triplet Networks with a Separately Constrained Loss Function. ISCAS (2023)
Siting Liu, Yuan Pu, Peiyu Liao, Hongzhong Wu, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu
FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract). IJCAI (2023)
Yongqiang Zhang, Siting Liu, Jie Han, Zhendong Lin, Shaowei Wang, Xin Cheng, Guangjun Xie
An Energy-Efficient Binary-Interfaced Stochastic Multiplier Using Parallel Datapaths. IEEE Trans. Very Large Scale Integr. Syst. 31 (9) (2023)
Siting Liu, Ziyi Wang, Fangzhou Liu, Yibo Lin, Bei Yu, Martin D. F. Wong
Concurrent Sign-off Timing Optimization via Deep Steiner Points Refinement. DAC (2023)
Su Zheng, Lancheng Zou, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong
Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction. ICCAD (2023)
Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
A primal-dual approach for solving conservation laws with implicit in time approximations. J. Comput. Phys. 472 (2023)
Guosheng Fu, Siting Liu, Stanley J. Osher, Wuchen Li
High order computation of optimal transport, mean field planning, and mean field games. CoRR (2023)
Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. CoRR (2023)
Tingwei Meng, Wenbo Hao, Siting Liu, Stanley J. Osher, Wuchen Li
Primal-dual hybrid gradient algorithms for computing time-implicit Hamilton-Jacobi equations. CoRR (2023)
Cheng Liu, Zhen Gao, Siting Liu, Xuefei Ning, Huawei Li, Xiaowei Li
Special Session: Fault-Tolerant Deep Learning: A Hierarchical Perspective. VTS (2022)
Siting Liu, Peiyu Liao, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu
FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler. DATE (2022)
Qi Sun, Tinghuan Chen, Siting Liu, Jianli Chen, Hao Yu, Bei Yu
Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. ACM Trans. Design Autom. Electr. Syst. 27 (4) (2022)
Han Li, Heng Shi, Honglan Jiang, Siting Liu
HSB-GDM: a Hybrid Stochastic-Binary Circuit for Gradient Descent with Momentum in the Training of Neural Networks. NANOARCH (2022)
Yat Tin Chow, Samy Wu Fung, Siting Liu, Levon Nurbekyan, Stanley J. Osher
A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem. CoRR (2022)
Cheng Liu, Zhen Gao, Siting Liu, Xuefei Ning, Huawei Li, Xiaowei Li
Fault-Tolerant Deep Learning: A Hierarchical Perspective. CoRR (2022)
Siting Liu, Stanley J. Osher, Wuchen Li, Chi-Wang Shu
A primal-dual approach for solving conservation laws with implicit in time approximations. CoRR (2022)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws II: compressible Navier-Stokes equations. CoRR (2022)
Peiyu Liao, Siting Liu, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu
DREAMPlace 4.0: Timing-driven Global Placement with Momentum-based Net Weighting. DATE (2022)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws II: Compressible Navier-Stokes equations. J. Comput. Phys. 463 (2022)
Siting Liu, Qi Sun, Peiyu Liao, Yibo Lin, Bei Yu
Global Placement with Deep Learning-Enabled Explicit Routability Optimization. DATE (2021)
Yuhan Kang, Siting Liu, Hongliang Zhang, Zhu Han, Stanley J. Osher, H. Vincent Poor
Task Selection and Route Planning for Mobile Crowd Sensing Using Multi-Population Mean-Field Games. ICC (2021)
Zhuolun He, Peiyu Liao, Siting Liu, Yuzhe Ma, Yibo Lin, Bei Yu
Physical Synthesis for Advanced Neural Network Processors. ASP-DAC (2021)
Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young
Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. ASP-DAC (2021)
Siting Liu, Matthew Jacobs, Wuchen Li, Levon Nurbekyan, Stanley J. Osher
Computational Methods for First-Order Nonlocal Mean Field Games with Applications. SIAM J. Numer. Anal. 59 (5) (2021)
Wonjun Lee, Siting Liu, Hamidou Tembine, Wuchen Li, Stanley J. Osher
Controlling Propagation of Epidemics via Mean-Field Control. SIAM J. Appl. Math. 81 (1) (2021)
Yidong Liu, Siting Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han
A Survey of Stochastic Computing Neural Networks for Machine Learning Applications. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Changlin Wang, Siting Liu
Innovative Risk Early Warning Model Based on Internet of Things Under Big Data Technology. IEEE Access 9 (2021)
Yuhan Kang, Siting Liu, Hongliang Zhang, Zhu Han, Stanley J. Osher, H. Vincent Poor
Task Selection and Collision-Free Route Planning for Mobile Crowdsensing Using Multi-Population Mean-Field Games. IEEE Trans. Green Commun. Netw. 5 (4) (2021)
Qi Sun, Tinghuan Chen, Siting Liu, Jin Miao, Jianli Chen, Hao Yu, Bei Yu
Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. DATE (2021)
Wuchen Li, Siting Liu, Stanley J. Osher
Controlling conservation laws I: entropy-entropy flux. CoRR (2021)
Yuhan Kang, Siting Liu, Hongliang Zhang, Wuchen Li, Zhu Han, Stanley J. Osher, H. Vincent Poor
Joint Sensing Task Assignment and Collision-Free Trajectory Optimization for Mobile Vehicle Networks Using Mean-Field Games. IEEE Internet Things J. 8 (10) (2021)
Siting Liu, Jie Han
Dynamic Stochastic Computing for Digital Signal Processing Applications. DATE (2020)
Yuhan Kang, Siting Liu, Wonjun Lee, Hongliang Zhang, Wuchen Li, Zhu Han
Joint Task Assignment and Trajectory optimization for a Mobile Robot Swarm by Mean-Field Game. GLOBECOM (2020)
Siting Liu, Honglan Jiang, Leibo Liu, Jie Han
Gradient Descent Using Stochastic Circuits for Efficient Training of Learning Machines. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Yidong Liu, Siting Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han
A Stochastic Computational Multi-Layer Perceptron with Backward Propagation. IEEE Trans. Computers 67 (9) (2018)
Siting Liu, Jie Han
Toward Energy-Efficient Stochastic Circuits Using Parallel Sobol Sequences. IEEE Trans. Very Large Scale Integr. Syst. 26 (7) (2018)
Siting Liu, Jie Han
Energy efficient stochastic computing with Sobol sequences. DATE (2017)
Peng Yuan, Huaming Mai, Jianfu Li, Dennis Chun-Yu Ho, Yingying Lai, Siting Liu, Daeseung Kim, Zixiang Xiong, David M. Alfi, John Teichgraeber, Jaime Gateno, James J. Xia
Design, development and clinical validation of computer-aided surgical simulation system for streamlined orthognathic surgical planning. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
Siting Liu, Jie Han
Hardware ODE Solvers using Stochastic Circuits. DAC (2017)