Haoyu Yang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 90

Top Topics

Active Sampling

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Pingchuan Ma, Haoyu Yang, Zhengqi Gao, Duane S. Boning, Jiaqi Gu
PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation. CoRR (2024)
Haoyu Yang, Anthony Agnesina, Haoxing Ren
Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient Descent. CoRR (2024)
Lingbo Li, Zhichun Li, Fusen Guo, Haoyu Yang, Jingtian Wei, Zhengyi Yang
Prototype Comparison Convolutional Networks for One-Shot Segmentation. IEEE Access 12 (2024)
Tao Zhang, Haoyu Yang, Kang Liu, Zhiyao Xie
APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level. ASPDAC (2024)
Xiaoxiao Liang, Yikang Ouyang, Haoyu Yang, Bei Yu, Yuzhe Ma
RL-OPC: Mask Optimization With Deep Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Haoyu Yang, Haoxing Ren
ILILT: Implicit Learning of Inverse Lithography Technologies. CoRR (2024)
Sai Li, Peng Kou, Miao Ma, Haoyu Yang, Shuo Huang, Zhengyi Yang
Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data. IEEE Access 12 (2024)
Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma
CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning. CoRR (2024)
Yongfei Liu, Haoyu Yang, Chenwei Wu
Unveiling Patterns: A Study on Semi-Supervised Classification of Strip Surface Defects. IEEE Access 11 (2023)
Guojin Chen, Haoyu Yang, Bei Yu
GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout Decomposition. CoRR (2023)
Zhengyuan Tang, Mengjie Li, Zhicong He, Haoyu Yang
Research on Economic Data Collection and Analysis Platform Based on Cloud Computing and Internet of Things Technology. AIMSCM (2023)
Lianmeng Jiao, Haoyu Yang, Feng Wang, Zhun-ga Liu, Quan Pan
DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data. Pattern Recognit. 144 (2023)
Yuan He, Haoyu Yang, Huiqian He, Xuejiao Zheng
Design of smart tourism platform under Double Diamond Model design thinking. ISCID (2023)
Ziyi Wang, Zhuolun He, Chen Bai, Haoyu Yang, Bei Yu
Efficient Arithmetic Block Identification With Graph Learning and Network-Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (8) (2023)
Haoyu Yang, Yichen Qin, Fan Wang, Yang Li, Feifang Hu
Balancing covariates in multi-arm trials via adaptive randomization. Comput. Stat. Data Anal. 179 (2023)
Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin D. F. Wong
Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields. DAC (2023)
Rahul Ghosh, Haoyu Yang, Ankush Khandelwal, Erhu He, Arvind Renganathan, Somya Sharma, Xiaowei Jia, Vipin Kumar
Entity Aware Modelling: A Survey. CoRR (2023)
Haoyu Yang, Haoxing Ren
Enabling Scalable AI Computational Lithography with Physics-Inspired Models. ASP-DAC (2023)
Haoyu Yang, Mao Wang, Zhihao Chen, Kaiming Xiao, Xuan Li, Hongbin Huang
Robust Learning with Noisy Ship Trajectories by Adaptive Noise Rate Estimation. Sensors 23 (15) (2023)
Qinghe Gao, Haoyu Yang, Shachi M. Shanbhag, Artur M. Schweidtmann
Transfer learning for process design with reinforcement learning. CoRR (2023)
Zheping Yan, Luoyin Zhao, Yuqing Wang, Mingyao Zhang, Haoyu Yang, Chao Zhang
Path Planning of AUV for Obstacle Avoidance with Improved Artificial Potential Field. IECON (2023)
Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin D. F. Wong
Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields. CoRR (2023)
Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen
GraphSet: High Performance Graph Mining through Equivalent Set Transformations. SC (2023)
Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI (2023)
Su Zheng, Haoyu Yang, Binwu Zhu, Bei Yu, Martin D. F. Wong
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing. NeurIPS (2023)
Mingjie Liu, Haoyu Yang, Brucek Khailany, Haoxing Ren
An Adversarial Active Sampling-Based Data Augmentation Framework for AI-Assisted Lithography Modeling. ICCAD (2023)
Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training. CoRR (2022)
Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
Generic lithography modeling with dual-band optics-inspired neural networks. DAC (2022)
Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
Generic Lithography Modeling with Dual-band Optics-Inspired Neural Networks. CoRR (2022)
Guanxiong Chen, Haoyu Yang, Ian M. Mitchell
ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI. CRV (2022)
Guojin Chen, Wanli Chen, Qi Sun, Yuzhe Ma, Haoyu Yang, Bei Yu
DAMO: Deep Agile Mask Optimization for Full-Chip Scale. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Hao Geng, Haoyu Yang, Lu Zhang, Fan Yang, Xuan Zeng, Bei Yu
Hotspot Detection via Attention-Based Deep Layout Metric Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Fan Yang, Xuan Zeng, Bei Yu
Faster Region-Based Hotspot Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Mingjie Liu, Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Selim Dogru, Anima Anandkumar, David Z. Pan, Brucek Khailany, Haoxing Ren
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design. CoRR (2022)
Lianmeng Jiao, Haoyu Yang, Zhun-ga Liu, Quan Pan
Interpretable fuzzy clustering using unsupervised fuzzy decision trees. Inf. Sci. 611 (2022)
Haoyu Yang, Kit Fung, Yuxuan Zhao, Yibo Lin, Bei Yu
Mixed-Cell-Height Legalization on CPU-GPU Heterogeneous Systems. DATE (2022)
Haoyu Yang, Kaiming Xiao, Lihua Liu, Hongbin Huang, Weiming Zhang
An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas. IJCAI (2022)
Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. CoRR (2022)
Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. SDM (2022)
Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
Deep Learning-Driven Simultaneous Layout Decomposition and Mask Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Zheping Yan, Haoyu Yang, Wei Zhang, Qingshuo Gong, Fantai Lin, Yu Zhang
Bionic Fish Trajectory Tracking Based on a CPG and Model Predictive Control. J. Intell. Robotic Syst. 105 (2) (2022)
Yifeng Xiao, Miaodi Su, Haoyu Yang, Jianli Chen, Jun Yu, Bei Yu
Low-Cost Lithography Hotspot Detection with Active Entropy Sampling and Model Calibration. DAC (2021)
Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang
Machine Learning for Electronic Design Automation: A Survey. CoRR (2021)
Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang
Machine Learning for Electronic Design Automation: A Survey. ACM Trans. Design Autom. Electr. Syst. 26 (5) (2021)
Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
VLSI mask optimization: From shallow to deep learning. Integr. 77 (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)
Guanxiong Chen, Haoyu Yang, Ian M. Mitchell
ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI. CoRR (2021)
Xiaopeng Zhang, Haoyu Yang, Evangeline F. Y. Young
Attentional Transfer is All You Need: Technology-aware Layout Pattern Generation. DAC (2021)
Wei Li, Guojin Chen, Haoyu Yang, Ran Chen, Bei Yu
Learning Point Clouds in EDA. ISPD (2021)
Haoyu Yang, Zheng Hu, DongChen Li, Tiancheng Li
An Effective 3D Indoor Localization Approach Based on Fingerprint Fusion Positioning. ICCAIS (2021)
Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon
Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Haoyu Yang, Shuhe Li, Bei Yu
Routing Towards Discriminative Power of Class Capsules. CoRR (2021)
Haoyu Yang, Shuhe Li, Cyrus Tabery, Bingqing Lin, Bei Yu
Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (7) (2021)
Zhuolun He, Ziyi Wang, Chen Bail, Haoyu Yang, Bei Yu
Graph Learning-Based Arithmetic Block Identification. ICCAD (2021)
Haocheng Li, Satwik Patnaik, Mohammed Ashraf, Haoyu Yang, Johann Knechtel, Bei Yu, Ozgur Sinanoglu, Evangeline F. Y. Young
Deep Learning Analysis for Split-Manufactured Layouts With Routing Perturbation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
VLSI Mask Optimization: From Shallow To Deep Learning. ASP-DAC (2020)
Zheping Yan, Haoyu Yang, Wei Zhang, Qingshuo Gong, Fantai Lin
Research on Motion Mode Switching Method Based on CPG Network Reconstruction. IEEE Access 8 (2020)
Haoyu Yang, Shuhe Li, Zihao Deng, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
GAN-OPC: Mask Optimization With Lithography-Guided Generative Adversarial Nets. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection. ACM Trans. Design Autom. Electr. Syst. 25 (5) (2020)
Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu
DAMO: Deep Agile Mask Optimization for Full Chip Scale. CoRR (2020)
Hao Geng, Haoyu Yang, Lu Zhang, Jin Miao, Fan Yang, Xuan Zeng, Bei Yu
Hotspot Detection via Attention-based Deep Layout Metric Learning. ICCAD (2020)
Zhiqiang Zou, Haoyu Yang, A-Xing Zhu
Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data. IEEE Access 8 (2020)
Hao Geng, Wei Zhong, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
SRAF Insertion via Supervised Dictionary Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu
DAMO: Deep Agile Mask Optimization for Full Chip Scale. ICCAD (2020)
Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
Deep Learning-Driven Simultaneous Layout Decomposition and Mask Optimization. DAC (2020)
Jia Li, Xiaowei Jia, Haoyu Yang, Vipin Kumar, Michael S. Steinbach, György J. Simon
Teaching deep learning causal effects improves predictive performance. CoRR (2020)
Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu
Attacking Split Manufacturing from a Deep Learning Perspective. CoRR (2020)
Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
Unsupervised EEG feature extraction based on echo state network. Inf. Sci. 475 (2019)
Haoyu Yang, Jing Su, Yi Zou, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
Layout Hotspot Detection With Feature Tensor Generation and Deep Biased Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (6) (2019)
Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder. DAC (2019)
Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
Detecting multi-layer layout hotspots with adaptive squish patterns. ASP-DAC (2019)
Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu
Attacking Split Manufacturing from a Deep Learning Perspective. DAC (2019)
Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. CoRR (2019)
Hao Geng, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
SRAF insertion via supervised dictionary learning. ASP-DAC (2019)
Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
VLSI Mask Optimization: From Shallow To Deep Learning. CoRR (2019)
Haoyu Yang, Wen Chen, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
Automatic Layout Generation with Applications in Machine Learning Engine Evaluation. CoRR (2019)
Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Xuan Zeng, Bei Yu
Faster Region-based Hotspot Detection. DAC (2019)
Haoyu Yang, Shuhe Li, Cyrus Tabery, Bingqing Lin, Bei Yu
Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning. CoRR (2018)
Haoyu Yang, Shuhe Li, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
GAN-OPC: mask optimization with lithography-guided generative adversarial nets. DAC (2018)
Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong
A Treatment Engine by Predicting Next-Period Prescriptions. KDD (2018)
Haoyu Yang, Hongwei Guo, Bingyan Li, Bing Li, Rongqiang Liu
Parameter Analysis and Design of Annular Deployable Tensegrity Antenna. ICIA (2018)
Hao Geng, Haoyu Yang, Bei Yu, Xingquan Li, Xuan Zeng
Sparse VLSI Layout Feature Extraction: A Dictionary Learning Approach. ISVLSI (2018)
Zheng An, Haoyu Yang, Haotian Zhou, Yawen Hou
Review of Important Protein Search Algorithms. ICVISP (2018)
Haoyu Yang, Yajun Lin, Bei Yu, Evangeline F. Y. Young
Lithography hotspot detection: From shallow to deep learning. SoCC (2017)
Haoyu Yang, Jing Su, Yi Zou, Bei Yu, Evangeline F. Y. Young
Layout Hotspot Detection with Feature Tensor Generation and Deep Biased Learning. DAC (2017)
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction. AAAI (2017)
Lejun Gong, Ronggen Yang, Quan Liu, Haoyu Yang, Geng Yang, Kaiyu Jiang
Extraction of biomedical informtion related to breast cancer using text mining. ICNC-FSKD (2016)
Hang Zhang, Haoyu Yang, Bei Yu, Evangeline F. Y. Young
VLSI layout hotspot detection based on discriminative feature extraction. APCCAS (2016)
Lejun Gong, Ronggen Yang, Haoyu Yang, Kaiyu Jiang, Zhenjiang Dong, Hong Chen, Geng Yang
BCISeach: A Searching Platform of Breast Cancer Text Mining for Biomedical Literature. SKG (2016)
Haoyu Yang, Chen Wang, Qingkai Shi, Yang Feng, Zhenyu Chen
Bug Inducing Analysis to Prevent Fault Prone Bug Fixes. SEKE (2014)
Haiwei Wu, Haiye Yu, Haoyu Yang, Lei Zhang, Keling Zhang, Huiyu Cui
Communication Protocols Realization of the Prediction and Evaluation Light Environment Embedded Systems. MVHI (2010)