Haoyu Yang - RankMe

159 papers A* 23A 16B 2C 2Journal 88Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive region encoding for efficient video object detection in edge computing. Knowl. Based Syst. Lisha Gao, Jing Tan, Haoyu Yang, Zhenxuan Xu, Zhaowu Huang, Fang Dong, Shuo Han
2026	A*	`conf`	An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains. AAAI Zihe Yan, Kai Luo, Haoyu Yang, Yang Yu, Zhuosheng Zhang, Guancheng Li
2026	—	`conf`	Code, Not Canvas: Multi-Agent Layout Generation Beyond Vision Models. ASP-DAC Haoyu Yang, Haoxing Ren
2026	J	`jnl`	Data-driven fault detection and diagnosis in industrial process systems: A systematic review and perspective. Reliab. Eng. Syst. Saf. Shuaiyu Zhao, Haoyu Yang, Tylee L. Kareck, Faisal Khan, Qingsheng Wang
2026	—	`conf`	Invited: Polymath: Self-Improving Hierarchical Workflow for Multi-Domain Problem Solving. ISPD Chia-Tung Ho, Jing Gong, Haoyu Yang, Abhishek B. Akkur, Haoxing Ren
2026	J	`jnl`	LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning. CoRR Linquan Wu, Tianxiang Jiang, Yifei Dong, Haoyu Yang, Fengji Zhang, Shichaang Meng, Ai Xuan, Linqi Song, Jacky Keung
2026	—	`conf`	LiDAR 3.0: Photonics-Aware Planning-Guided Automated Electrical Routing for Large-Scale Active Photonic Integrated Circuits. ISPD Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Bowen Liu, Meng Zhang, Haoxing Ren, Xu Wang, Rena Huang, Jiaqi Gu
2026	J	`jnl`	OMG-Agent: Toward Robust Missing Modality Generation with Decoupled Coarse-to-Fine Agentic Workflows. CoRR Ruiting Dai, Zheyu Wang, Haoyu Yang, Yihan Liu, Chengzhi Wang, Zekun Zhang, Zishan Huang, Jiaman Cen, Lisi Mo
2026	J	`jnl`	PRISM: Photonics-Informed Inverse Lithography for Manufacturable Inverse-Designed Photonic Integrated Circuits. CoRR Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Tianle Xu, Rena Huang, Jiaqi Gu
2026	J	`jnl`	Pushing the Limits of Inverse Lithography with Generative Reinforcement Learning. CoRR Haoyu Yang, Haoxing Ren
2026	J	`jnl`	Rotate Your Character: Revisiting Video Diffusion Models for High-Quality 3D Character Generation. CoRR Jin Wang, Jianxiang Lu, Comi Chen, Guangzheng Xu, Haoyu Yang, Peng Chen, Na Zhang, Yifan Xu, Longhuang Wu, Shuai Shao, Qinglin Lu, Ping Luo
2026	J	`jnl`	TAGRPO: Boosting GRPO on Image-to-Video Generation with Direct Trajectory Alignment. CoRR Jin Wang, Jianxiang Lu, Guangzheng Xu, Comi Chen, Haoyu Yang, Linqing Wang, Peng Chen, Mingtao Chen, Zhichao Hu, Longhuang Wu, Shuai Shao, Qinglin Lu, Ping Luo
2025	J	`jnl`	Accelerating process synthesis with reinforcement learning: Transfer learning from multi-fidelity simulations and variational autoencoders. Comput. Chem. Eng. Qinghe Gao, Haoyu Yang, Maximilian F. Theisen, Artur M. Schweidtmann
2025	J	`jnl`	An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains. CoRR Zihe Yan, Kai Luo, Haoyu Yang, Yang Yu, Zhuosheng Zhang, Guancheng Li
2025	A	`conf`	Apollo: Automated Routing-Informed Placement for Large-Scale Photonic Integrated Circuits. ICCAD Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Zhaoran Rena Huang, Haoxing Ren, Jiaqi Gu
2025	J	`jnl`	Application of BIM/IFC in 3D cadastre: a case study of China. Int. J. Digit. Earth Chengcheng Liu, Haoyu Yang
2025	J	`jnl`	Automated Routing-Informed Placement for Large-Scale Photonic Integrated Circuits. CoRR Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Haoxing Ren, Z. Rena Huang, Jiaqi Gu
2025	—	`conf`	Automatic Train Operation of Heavy-Haul Trains Based on Model Predictive Control. ITSC Haoyu Yang, Ming Chai, Youbin Su, Zhanyuan He, Haoyuan Liu, Hai-feng Wang
2025	A	`conf`	BOSON DATE Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	A*	`conf`	Can Large Language Models Tackle Graph Partitioning? EMNLP Yiheng Wu, Ningchao Ge, Yanmin Li, Liwei Qian, Mengna Zhu, Haoyu Yang, Haiwen Chen, Jibing Wu
2025	A	`conf`	ChipVQA: Benchmarking Visual Language Models for Chip Design. DATE Haoyu Yang, Qijing Huang, Nathaniel Ross Pinckney, Walker J. Turner, Wenfei Zhou, Yanqing Zhang, Chia-Tung Ho, Chen-Chia Chang, Haoxing Ren
2025	J	`jnl`	Combining self-supervision and privileged information for representation learning from tabular data. Knowl. Inf. Syst. Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, György J. Simon
2025	J	`jnl`	D-STAR: Diffusion-Based Sparse Tomographic Angular Recovery for Isotropic-Resolution Photoacoustic Imaging. IEEE Trans. Medical Imaging Di Kong, Haoyu Yang, Yan Luo, Zhiqiang Chen, Bo Lei, Yi Zhong, Mingyuan Liu, Yuwen Chen, Cheng Ma
2025	J	`jnl`	Deep Physics Prior for First Order Inverse Optimization. CoRR Haoyu Yang, Kamyar Azizzadenesheli, Haoxing Ren
2025	A	`conf`	EAROL: Environmental Augmented Perception-Aware Planning and Robust Odometry via Downward-Mounted Tilted LiDAR. IROS Xinkai Liang, Yigu Ge, Yangxi Shi, Haoyu Yang, Xu Cao, Hao Fang
2025	J	`jnl`	EAROL: Environmental Augmented Perception-Aware Planning and Robust Odometry via Downward-Mounted Tilted LiDAR. CoRR Xinkai Liang, Yigu Ge, Yangxi Shi, Haoyu Yang, Xu Cao, Hao Fang
2025	J	`jnl`	Enhancing flexibility and efficiency for urban waterlogging response scenarios simulation: an open-ended approach involving user participation. Int. J. Digit. Earth Shuai Hong, Jie Shen, Haoyu Yang, Saied Pirasteh, Sihu Liu, Kunihiro Ishii
2025	J	`jnl`	Facial Expression Recognition by Multi-Scale Local Binary Patterns (MLBP) and Convolutional Neural Network (CNN) Features. Expert Syst. J. Knowl. Eng. Haoyu Yang, Entesar Gemeay, Abdullah Alqahtani, Abed Alanazi, Shtwai Alsubai, Sangkeum Lee
2025	—	`conf`	GPU-Accelerated Inverse Lithography Towards High Quality Curvy Mask Generation. ISPD Haoyu Yang, Haoxing Ren
2025	—	`conf`	Gait Planning and Stability Analysis for Multi-Legged Robots with Varying Leg Configurations. ROBIO Manjia Su, Sihang Zheng, Ruiwei Liu, Haoyu Yang, Xinming Li, Chaoda Chen, Jian Teng, Nvjie Ma, Shichao Gu, Yisheng Guan
2025	A*	`conf`	Generalizable Lithographic Hotspot Detection Using Asynchronous Meta-Learning with Only One Shot. DAC Cong Jiang, Yujia Wang, Dan Feng, Haoyu Yang, Kang Liu
2025	J	`jnl`	Genetics-Driven Personalized Disease Progression Model. CoRR Haoyu Yang, Sanjoy Dey, Pablo Meyer
2025	J	`jnl`	Hunyuan-Game: Industrial-grade Intelligent Game Creation Model. CoRR Ruihuang Li, Caijin Zhou, Shoujian Zheng, Jianxiang Lu, Jiabin Huang, Comi Chen, Junshu Tang, Guangzheng Xu, Jiale Tao, Hongmei Wang, Donghao Li, Wenqing Yu, Senbo Wang, Zhimin Li, Yetshuan Shi, Haoyu Yang, Yukun Wang, Wenxun Dai, Jiaqi Li, Linqing Wang, Qixun Wang, Zhiyong Xu, Yingfang Zhang, Jiangfeng Xiong, Weijie Kong, Chao Zhang, Hongxin Zhang, Qiaoling Zheng, Weiting Guo, Xinchi Deng, Yixuan Li, Renjia Wei, Yulin Jian, Duojun Huang, Xuhua Ren, Junkun Yuan, Zhengguang Zhou, Jiaxiang Cheng, Bing Ma, Shirui Huang, Jiawang Bai, Chao Li, Sihuan Lin, Yifu Sun, Yuan Zhou, Joey Wang, Qin Lin, Tianxiang Zheng, Jingmiao Yu, Jihong Zhang, Caesar Zhong, Di Wang, Yuhong Liu, Linus, Jie Jiang, Longhuang Wu, Shuai Shao, Qinglin Lu
2025	J	`jnl`	Hunyuan-GameCraft-2: Instruction-following Interactive Game World Model. CoRR Junshu Tang, Jiacheng Liu, Jiaqi Li, Longhuang Wu, Haoyu Yang, Penghao Zhao, Siruis Gong, Xiang Yuan, Shuai Shao, Qinglin Lu
2025	A*	`conf`	Intelligent OPC Engineer Assistant for Semiconductor Manufacturing. AAAI Guojin Chen, Haoyu Yang, Bei Yu, Haoxing Ren
2025	A	`conf`	LLM4Verilog: Building Large-Scale, High-Quality Data Infrastructure for Verilog Code Generation via Community Efforts. ICCAD Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Rongjian Liang, Haoyu Yang, Haoxing Ren, Yingyan Celine Lin
2025	J	`jnl`	LiDAR 2.0: Hierarchical Curvy Waveguide Detailed Routing for Large-Scale Photonic Integrated Circuits. CoRR Hongjian Zhou, Haoyu Yang, Ziang Yin, Nicholas Gangi, Zhaoran Huang, Haoxing Ren, Joaquin Matres, Jiaqi Gu
2025	A	`conf`	MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. DATE Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	J	`jnl`	MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. CoRR Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	B	`conf`	MTSFormer: Multimodal Spectral-Sequential Fusion Network for Traffic Flow Prediction. IJCNN Wenfang Li, Haoyu Yang, Haiquan Wu
2025	J	`jnl`	Multimodal Chip Physical Design Engineer Assistant. CoRR Yun-Da Tsai, Chang-Yu Chao, Liang-Yeh Shen, Tsung-Han Lin, Haoyu Yang, Mark Ho, Yi-Chen Lu, Wen-Hao Liu, Shou-De Lin, Haoxing Ren
2025	J	`jnl`	Optimal Channel Selection for FY-4B GIIRS Explainable Machine Learning Cloud Detection Algorithm. IEEE Trans. Geosci. Remote. Sens. Haoyu Yang, Li Guan
2025	J	`jnl`	Photonics-Aware Planning-Guided Automated Electrical Routing for Large-Scale Active Photonic Integrated Circuits. CoRR Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Bowen Liu, Meng Zhang, Haoxing Ren, Xu Wang, Z. Rena Huang, Jiaqi Gu
2025	—	`conf`	Robust Integrated Priority and Speed Control Based on Hierarchical Stochastic Optimization to Promote Bus Schedule Adherence Along Signalized Arterial. ITSC Shurui Guan, Keqiang Li, Haoyu Yang, Yihe Chen, Hanxiao Ren, Yugong Luo
2025	J	`jnl`	Robust Integrated Priority and Speed Control based on Hierarchical Stochastic Optimization to Promote Bus Schedule Adherence along Signalized Arterial. CoRR Shurui Guan, Keqiang Li, Haoyu Yang, Yihe Chen, Hanxiao Ren, Yugong Luo
2025	J	`jnl`	TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation. CoRR Haoyu Yang, Yuxiang Cai, Jintao Chen, Xuhong Zhang, Wenhui Lei, Xiaoming Shi, Jianwei Yin, Yankai Jiang
2025	J	`jnl`	Task Offloading in Internet of Vehicles: A DRL-Based Approach With Representation Learning for DAG Scheduling. IEEE Trans. Mob. Comput. Xiaoheng Deng, Haoyu Yang, Jingjing Zhang, Jinsong Gui, Siyu Lin, Xin Wang, Geyong Min
2025	A	`conf`	UltraAttn: Efficiently Parallelizing Attention through Hierarchical Context-Tiling. SC Haoyu Yang, Zan Zong, Yuyang Jin, Kinman Lei, Jiaao He, Qigang Yang, Jidong Zhai
2024	B	`conf`	APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level. ASPDAC Tao Zhang, Haoyu Yang, Kang Liu, Zhiyao Xie
2024	J	`jnl`	Application of Semi-Supervised Learning in Image Classification: Research on Fusion of Labeled and Unlabeled Data. IEEE Access Sai Li, Peng Kou, Miao Ma, Haoyu Yang, Shuo Huang, Zhengyi Yang
2024	J	`jnl`	BOSON CoRR Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Zhaoran Rena Huang, Duane S. Boning, Jiaqi Gu
2024	A*	`conf`	CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning. DAC Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma
2024	J	`jnl`	CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning. CoRR Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma
2024	A*	`conf`	Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. ICDM Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, György J. Simon
2024	—	`conf`	Cooperative Schedule Optimization with Rolling Traversal Method for Connected and Automated Vehicles in a Highway Interchange. ITSC Pengfei Li, Yihe Chen, Jia Shi, Haoyu Yang, Keqiang Li, Yugong Luo
2024	A*	`conf`	DGR: Differentiable Global Router. DAC Wei Li, Rongjian Liang, Anthony Agnesina, Haoyu Yang, Chia-Tung Ho, Anand Rajaram, Haoxing Ren
2024	A	`conf`	Differentiable Edge-based OPC. ICCAD Guojin Chen, Haoyu Yang, Haoxing Mark Ren, Bei Yu, David Z. Pan
2024	J	`jnl`	Differentiable Edge-based OPC. CoRR Guojin Chen, Haoyu Yang, Haoxing Ren, Bei Yu, David Z. Pan
2024	A*	`conf`	Dig a Hole and Fill in Sand: Adversary and Hiding Decoupled Steganography. ACM Multimedia Weixuan Tang, Haoyu Yang, Yuan Rao, Zhili Zhou, Fei Peng
2024	J	`jnl`	Enhancing the transferability of adversarial examples on vision transformers. J. Electronic Imaging Yujiao Guan, Haoyu Yang, Xiaotong Qu, Xiaodong Wang
2024	J	`jnl`	GPU-Accelerated Inverse Lithography Towards High Quality Curvy Mask Generation. CoRR Haoyu Yang, Haoxing Ren
2024	J	`jnl`	High-Throughput Screening and Prediction of Nucleophilicity of Amines Using Machine Learning and DFT Calculations. J. Chem. Inf. Model. Xu Li, Haoliang Zhong, Haoyu Yang, Lin Li, Qingji Wang
2024	A*	`conf`	ILILT: Implicit Learning of Inverse Lithography Technologies. ICML Haoyu Yang, Haoxing Ren
2024	J	`jnl`	ILILT: Implicit Learning of Inverse Lithography Technologies. CoRR Haoyu Yang, Haoxing Ren
2024	J	`jnl`	Intelligent OPC Engineer Assistant for Semiconductor Manufacturing. CoRR Guojin Chen, Haoyu Yang, Bei Yu, Haoxing Ren
2024	A	`conf`	Invited Paper: LLM4HWDesign Contest: Constructing a Comprehensive Dataset for LLM-Assisted Hardware Code Generation with Community Efforts. ICCAD Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Haoyu Yang, Rongjian Liang, Haoxing Ren, Yingyan Celine Lin
2024	J	`jnl`	Mining and Visualization of Tourism Cultural Image Based on the Information Transmission Model of Tourism Cultural Map - Taking Nanjing Xuanwu Lake Tourist Attraction as an Example. ISPRS Int. J. Geo Inf. Haoyu Yang, Jie Shen, Shuai Hong, Fengzhen Zhu
2024	—	`conf`	Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient Descent. MLCAD Haoyu Yang, Anthony Agnesina, Haoxing Ren
2024	J	`jnl`	Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient Descent. CoRR Haoyu Yang, Anthony Agnesina, Haoxing Ren
2024	J	`jnl`	PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation. CoRR Pingchuan Ma, Haoyu Yang, Zhengqi Gao, Duane S. Boning, Jiaqi Gu
2024	J	`jnl`	Prototype Comparison Convolutional Networks for One-Shot Segmentation. IEEE Access Lingbo Li, Zhichun Li, Fusen Guo, Haoyu Yang, Jingtian Wei, Zhengyi Yang
2024	J	`jnl`	RL-OPC: Mask Optimization With Deep Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaoxiao Liang, Yikang Ouyang, Haoyu Yang, Bei Yu, Yuzhe Ma
2024	J	`jnl`	Robust Domain Generalization for Multi-modal Object Recognition. CoRR Yuxin Qiao, Keqin Li, Junhong Lin, Rong Wei, Chufeng Jiang, Yang Luo, Haoyu Yang
2024	J	`jnl`	SUPERMERGE: An Approach For Gradient-Based Model Merging. CoRR Haoyu Yang, Zheng Zhang, Saket Sathe
2024	J	`jnl`	Spatial resolution enhancement using deep learning improves chest disease diagnosis based on thick slice CT. npj Digit. Medicine Pengxin Yu, Haoyue Zhang, Dawei Wang, Rongguo Zhang, Mei Deng, Haoyu Yang, Lijun Wu, Xiaoxu Liu, Andrea Oh, Fereidoun Abtin, Ashley Prosper, Kathleen Ruchalski, Nana Wang, Huairong Zhang, Ye Li, Xinna Lv, Min Liu, Shaohong Zhao, Dasheng Li, John M. Hoffman, Denise R. Aberle, Chaoyang Liang, Shouliang Qi, Corey W. Arnold
2023	A	`conf`	An Adversarial Active Sampling-Based Data Augmentation Framework for AI-Assisted Lithography Modeling. ICCAD Mingjie Liu, Haoyu Yang, Brucek Khailany, Haoxing Ren
2023	J	`jnl`	Balancing covariates in multi-arm trials via adaptive randomization. Comput. Stat. Data Anal. Haoyu Yang, Yichen Qin, Fan Wang, Yang Li, Feifang Hu
2023	—	`conf`	Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
2023	J	`jnl`	DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data. Pattern Recognit. Lianmeng Jiao, Haoyu Yang, Feng Wang, Zhun-ga Liu, Quan Pan
2023	—	`conf`	Design of smart tourism platform under Double Diamond Model design thinking. ISCID Yuan He, Haoyu Yang, Huiqian He, Xuejiao Zheng
2023	J	`jnl`	Efficient Arithmetic Block Identification With Graph Learning and Network-Flow. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ziyi Wang, Zhuolun He, Chen Bai, Haoyu Yang, Bei Yu
2023	—	`conf`	Enabling Scalable AI Computational Lithography with Physics-Inspired Models. ASP-DAC Haoyu Yang, Haoxing Ren
2023	J	`jnl`	Entity Aware Modelling: A Survey. CoRR Rahul Ghosh, Haoyu Yang, Ankush Khandelwal, Erhu He, Arvind Renganathan, Somya Sharma, Xiaowei Jia, Vipin Kumar
2023	J	`jnl`	GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout Decomposition. CoRR Guojin Chen, Haoyu Yang, Bei Yu
2023	A	`conf`	GraphSet: High Performance Graph Mining through Equivalent Set Transformations. SC Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen
2023	A*	`conf`	LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing. NeurIPS Su Zheng, Haoyu Yang, Binwu Zhu, Bei Yu, Martin D. F. Wong
2023	C	`conf`	Path Planning of AUV for Obstacle Avoidance with Improved Artificial Potential Field. IECON Zheping Yan, Luoyin Zhao, Yuqing Wang, Mingyao Zhang, Haoyu Yang, Chao Zhang
2023	A*	`conf`	Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields. DAC Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin D. F. Wong
2023	J	`jnl`	Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields. CoRR Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin D. F. Wong
2023	—	`conf`	Research on Economic Data Collection and Analysis Platform Based on Cloud Computing and Internet of Things Technology. AIMSCM Zhengyuan Tang, Mengjie Li, Zhicong He, Haoyu Yang
2023	J	`jnl`	Robust Learning with Noisy Ship Trajectories by Adaptive Noise Rate Estimation. Sensors Haoyu Yang, Mao Wang, Zhihao Chen, Kaiming Xiao, Xuan Li, Hongbin Huang
2023	J	`jnl`	Transfer learning for process design with reinforcement learning. CoRR Qinghe Gao, Haoyu Yang, Shachi M. Shanbhag, Artur M. Schweidtmann
2023	J	`jnl`	Unveiling Patterns: A Study on Semi-Supervised Classification of Strip Surface Defects. IEEE Access Yongfei Liu, Haoyu Yang, Chenwei Wu
2022	J	`jnl`	An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design. CoRR Mingjie Liu, Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Selim Dogru, Anima Anandkumar, David Z. Pan, Brucek Khailany, Haoxing Ren
2022	A*	`conf`	An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas. IJCAI Haoyu Yang, Kaiming Xiao, Lihua Liu, Hongbin Huang, Weiming Zhang
2022	J	`jnl`	Bionic Fish Trajectory Tracking Based on a CPG and Model Predictive Control. J. Intell. Robotic Syst. Zheping Yan, Haoyu Yang, Wei Zhang, Qingshuo Gong, Fantai Lin, Yu Zhang
2022	J	`jnl`	DAMO: Deep Agile Mask Optimization for Full-Chip Scale. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Guojin Chen, Wanli Chen, Qi Sun, Yuzhe Ma, Haoyu Yang, Bei Yu
2022	J	`jnl`	Deep Learning-Driven Simultaneous Layout Decomposition and Mask Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
2022	J	`jnl`	Faster Region-Based Hotspot Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Fan Yang, Xuan Zeng, Bei Yu
2022	J	`jnl`	Generic Lithography Modeling with Dual-band Optics-Inspired Neural Networks. CoRR Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
2022	A*	`conf`	Generic lithography modeling with dual-band optics-inspired neural networks. DAC Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
2022	J	`jnl`	Hotspot Detection via Attention-Based Deep Layout Metric Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hao Geng, Haoyu Yang, Lu Zhang, Fan Yang, Xuan Zeng, Bei Yu
2022	J	`jnl`	Interpretable fuzzy clustering using unsupervised fuzzy decision trees. Inf. Sci. Lianmeng Jiao, Haoyu Yang, Zhun-ga Liu, Quan Pan
2022	J	`jnl`	Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training. CoRR Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren
2022	A	`conf`	Mixed-Cell-Height Legalization on CPU-GPU Heterogeneous Systems. DATE Haoyu Yang, Kit Fung, Yuxuan Zhao, Yibo Lin, Bei Yu
2022	A	`conf`	Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. SDM Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
2022	J	`jnl`	Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. CoRR Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
2022	J	`jnl`	Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. IEEE Trans. Knowl. Data Eng. Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei
2022	—	`conf`	ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI. CRV Guanxiong Chen, Haoyu Yang, Ian M. Mitchell
2021	—	`conf`	An Effective 3D Indoor Localization Approach Based on Fingerprint Fusion Positioning. ICCAIS Haoyu Yang, Zheng Hu, Dongchen Li, Tiancheng Li
2021	—	`conf`	Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. ASP-DAC Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young
2021	A*	`conf`	Attentional Transfer is All You Need: Technology-aware Layout Pattern Generation. DAC Xiaopeng Zhang, Haoyu Yang, Evangeline F. Y. Young
2021	J	`jnl`	Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Haoyu Yang, Shuhe Li, Cyrus Tabery, Bingqing Lin, Bei Yu
2021	J	`jnl`	Deep Learning Analysis for Split-Manufactured Layouts With Routing Perturbation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Haocheng Li, Satwik Patnaik, Mohammed Ashraf, Haoyu Yang, Johann Knechtel, Bei Yu, Ozgur Sinanoglu, Evangeline F. Y. Young
2021	A	`conf`	Graph Learning-Based Arithmetic Block Identification. ICCAD Zhuolun He, Ziyi Wang, Chen Bai, Haoyu Yang, Bei Yu
2021	—	`conf`	Learning Point Clouds in EDA. ISPD Wei Li, Guojin Chen, Haoyu Yang, Ran Chen, Bei Yu
2021	A*	`conf`	Low-Cost Lithography Hotspot Detection with Active Entropy Sampling and Model Calibration. DAC Yifeng Xiao, Miaodi Su, Haoyu Yang, Jianli Chen, Jun Yu, Bei Yu
2021	J	`jnl`	Machine Learning for Electronic Design Automation: A Survey. CoRR 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
2021	J	`jnl`	Machine Learning for Electronic Design Automation: A Survey. ACM Trans. Design Autom. Electr. Syst. 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
2021	J	`jnl`	ROS-X-Habitat: Bridging the ROS Ecosystem with Embodied AI. CoRR Guanxiong Chen, Haoyu Yang, Ian M. Mitchell
2021	J	`jnl`	Routing Towards Discriminative Power of Class Capsules. CoRR Haoyu Yang, Shuhe Li, Bei Yu
2021	J	`jnl`	Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon
2021	J	`jnl`	VLSI mask optimization: From shallow to deep learning. Integr. Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
2020	J	`jnl`	Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection. ACM Trans. Design Autom. Electr. Syst. Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
2020	J	`jnl`	Attacking Split Manufacturing from a Deep Learning Perspective. CoRR Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu
2020	A	`conf`	DAMO: Deep Agile Mask Optimization for Full Chip Scale. ICCAD Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu
2020	J	`jnl`	DAMO: Deep Agile Mask Optimization for Full Chip Scale. CoRR Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu
2020	A*	`conf`	Deep Learning-Driven Simultaneous Layout Decomposition and Mask Optimization. DAC Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
2020	J	`jnl`	Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data. IEEE Access Zhiqiang Zou, Haoyu Yang, A-Xing Zhu
2020	J	`jnl`	GAN-OPC: Mask Optimization With Lithography-Guided Generative Adversarial Nets. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Haoyu Yang, Shuhe Li, Zihao Deng, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
2020	A	`conf`	Hotspot Detection via Attention-based Deep Layout Metric Learning. ICCAD Hao Geng, Haoyu Yang, Lu Zhang, Jin Miao, Fan Yang, Xuan Zeng, Bei Yu
2020	J	`jnl`	Research on Motion Mode Switching Method Based on CPG Network Reconstruction. IEEE Access Zheping Yan, Haoyu Yang, Wei Zhang, Qingshuo Gong, Fantai Lin
2020	J	`jnl`	SRAF Insertion via Supervised Dictionary Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hao Geng, Wei Zhong, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
2020	J	`jnl`	Teaching deep learning causal effects improves predictive performance. CoRR Jia Li, Xiaowei Jia, Haoyu Yang, Vipin Kumar, Michael S. Steinbach, György J. Simon
2020	—	`conf`	VLSI Mask Optimization: From Shallow To Deep Learning. ASP-DAC Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
2019	J	`jnl`	Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection. CoRR Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
2019	A*	`conf`	Attacking Split Manufacturing from a Deep Learning Perspective. DAC Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu
2019	J	`jnl`	Automatic Layout Generation with Applications in Machine Learning Engine Evaluation. CoRR Haoyu Yang, Wen Chen, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
2019	A*	`conf`	DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder. DAC Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
2019	—	`conf`	Detecting multi-layer layout hotspots with adaptive squish patterns. ASP-DAC Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu
2019	A*	`conf`	Faster Region-based Hotspot Detection. DAC Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Xuan Zeng, Bei Yu
2019	J	`jnl`	Layout Hotspot Detection With Feature Tensor Generation and Deep Biased Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Haoyu Yang, Jing Su, Yi Zou, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
2019	—	`conf`	SRAF insertion via supervised dictionary learning. ASP-DAC Hao Geng, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
2019	J	`jnl`	Unsupervised EEG feature extraction based on echo state network. Inf. Sci. Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
2019	J	`jnl`	VLSI Mask Optimization: From Shallow To Deep Learning. CoRR Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
2018	A*	`conf`	A Treatment Engine by Predicting Next-Period Prescriptions. KDD Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong
2018	J	`jnl`	Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning. CoRR Haoyu Yang, Shuhe Li, Cyrus Tabery, Bingqing Lin, Bei Yu
2018	A*	`conf`	GAN-OPC: mask optimization with lithography-guided generative adversarial nets. DAC Haoyu Yang, Shuhe Li, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
2018	—	`conf`	Parameter Analysis and Design of Annular Deployable Tensegrity Antenna. ICIA Haoyu Yang, Hongwei Guo, Bingyan Li, Bing Li, Rongqiang Liu
2018	—	`conf`	Review of Important Protein Search Algorithms. ICVISP Zheng An, Haoyu Yang, Haotian Zhou, Yawen Hou
2018	—	`conf`	Sparse VLSI Layout Feature Extraction: A Dictionary Learning Approach. ISVLSI Hao Geng, Haoyu Yang, Bei Yu, Xingquan Li, Xuan Zeng
2017	A*	`conf`	Layout Hotspot Detection with Feature Tensor Generation and Deep Biased Learning. DAC Haoyu Yang, Jing Su, Yi Zou, Bei Yu, Evangeline F. Y. Young
2017	—	`conf`	Lithography hotspot detection: From shallow to deep learning. SoCC Haoyu Yang, Yajun Lin, Bei Yu, Evangeline F. Y. Young
2017	A*	`conf`	Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction. AAAI Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang
2016	—	`conf`	BCISeach: A Searching Platform of Breast Cancer Text Mining for Biomedical Literature. SKG Lejun Gong, Ronggen Yang, Haoyu Yang, Kaiyu Jiang, Zhenjiang Dong, Hong Chen, Geng Yang
2016	—	`conf`	Extraction of biomedical informtion related to breast cancer using text mining. ICNC-FSKD Lejun Gong, Ronggen Yang, Quan Liu, Haoyu Yang, Geng Yang, Kaiyu Jiang
2016	—	`conf`	VLSI layout hotspot detection based on discriminative feature extraction. APCCAS Hang Zhang, Haoyu Yang, Bei Yu, Evangeline F. Y. Young
2014	C	`conf`	Bug Inducing Analysis to Prevent Fault Prone Bug Fixes. SEKE Haoyu Yang, Chen Wang, Qingkai Shi, Yang Feng, Zhenyu Chen
2010	—	`conf`	Communication Protocols Realization of the Prediction and Evaluation Light Environment Embedded Systems. MVHI Haiwei Wu, Haiye Yu, Haoyu Yang, Lei Zhang, Keling Zhang, Huiyu Cui