| 2026 | AAAI | An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains. | Zihe Yan, Kai Luo, Haoyu Yang, Yang Yu, Zhuosheng Zhang, Guancheng Li |
| 2026 | ACL | Dual-Reasoner: Bridging Interleaved Atomicity and Streaming Latency via Thinking-while-Talking. | Yangzhuo Li, Shengpeng Ji, Yifu Chen, Tianle Liang, Haoyu Yang, Junbo Li, Jun Fang, Lin Li, Qingyang Hong |
| 2026 | ASPDAC | Code, Not Canvas: Multi-Agent Layout Generation Beyond Vision Models. | Haoyu Yang, Haoxing Ren |
| 2026 | DATE | Eunomia: Preemption-based and QoS-aware Core Allocation in Oversubscribed Cloud. | Yunda Guo, Puqing Wu, Haoqiong Bian, Yunpeng Chai, Yao Shen, Haoyu Yang, Qing Liu, Zhengbin Huang, Le Yue, Yi Yang |
| 2026 | ISCAS | Multi-stage Superpixel-guided Mamba-based Network for Change Detection. | Jing Liu, Haoyu Yang, Xin Lin, Yuting Su, Peiguang Jing |
| 2025 | AAAI | Intelligent OPC Engineer Assistant for Semiconductor Manufacturing. | Guojin Chen, Haoyu Yang, Bei Yu, Haoxing Ren |
| 2025 | DAC | Generalizable Lithographic Hotspot Detection Using Asynchronous Meta-Learning with Only One Shot. | Cong Jiang, Yujia Wang, Dan Feng, Haoyu Yang, Kang Liu |
| 2025 | DATE | BOSON | Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu |
| 2025 | DATE | MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. | Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu |
| 2025 | DATE | ChipVQA: Benchmarking Visual Language Models for Chip Design. | Haoyu Yang, Qijing Huang, Nathaniel Ross Pinckney, Walker J. Turner, Wenfei Zhou, Yanqing Zhang, Chia-Tung Ho, Chen-Chia Chang, Haoxing Ren |
| 2025 | EMNLP | Can Large Language Models Tackle Graph Partitioning? | Yiheng Wu, Ningchao Ge, Yanmin Li, Liwei Qian, Mengna Zhu, Haoyu Yang, Haiwen Chen, Jibing Wu |
| 2025 | ICCAD | LLM4Verilog: Building Large-Scale, High-Quality Data Infrastructure for Verilog Code Generation via Community Efforts. | Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Rongjian Liang, Haoyu Yang, Haoxing Ren, Yingyan Celine Lin |
| 2025 | ICCAD | Apollo: Automated Routing-Informed Placement for Large-Scale Photonic Integrated Circuits. | Hongjian Zhou, Haoyu Yang, Nicholas Gangi, Zhaoran Rena Huang, Haoxing Ren, Jiaqi Gu |
| 2025 | IJCNN | MTSFormer: Multimodal Spectral-Sequential Fusion Network for Traffic Flow Prediction. | Wenfang Li, Haoyu Yang, Haiquan Wu |
| 2025 | IROS | EAROL: Environmental Augmented Perception-Aware Planning and Robust Odometry via Downward-Mounted Tilted LiDAR. | Xinkai Liang, Yigu Ge, Yangxi Shi, Haoyu Yang, Xu Cao, Hao Fang |
| 2025 | SC | UltraAttn: Efficiently Parallelizing Attention through Hierarchical Context-Tiling. | Haoyu Yang, Zan Zong, Yuyang Jin, Kinman Lei, Jiaao He, Qigang Yang, Jidong Zhai |
| 2024 | ASPDAC | APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level. | Tao Zhang, Haoyu Yang, Kang Liu, Zhiyao Xie |
| 2024 | DAC | DGR: Differentiable Global Router. | Wei Li, Rongjian Liang, Anthony Agnesina, Haoyu Yang, Chia-Tung Ho, Anand Rajaram, Haoxing Ren |
| 2024 | DAC | CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning. | Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma |
| 2024 | ICCAD | Differentiable Edge-based OPC. | Guojin Chen, Haoyu Yang, Haoxing Mark Ren, Bei Yu, David Z. Pan |
| 2024 | ICCAD | Invited Paper: LLM4HWDesign Contest: Constructing a Comprehensive Dataset for LLM-Assisted Hardware Code Generation with Community Efforts. | Zhongzhi Yu, Chaojian Li, Yongan Zhang, Mingjie Liu, Nathaniel Ross Pinckney, Wenfei Zhou, Haoyu Yang, Rongjian Liang, Haoxing Ren, Yingyan Celine Lin |
| 2024 | ICDM | Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. | Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, Gyrgy J. Simon |
| 2024 | ICML | ILILT: Implicit Learning of Inverse Lithography Technologies. | Haoyu Yang, Haoxing Ren |
| 2023 | ASPDAC | Enabling Scalable AI Computational Lithography with Physics-Inspired Models. | Haoyu Yang, Haoxing Ren |
| 2023 | DAC | Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields. | Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin D. F. Wong |
| 2023 | ICCAD | An Adversarial Active Sampling-Based Data Augmentation Framework for AI-Assisted Lithography Modeling. | Mingjie Liu, Haoyu Yang, Brucek Khailany, Haoxing Ren |
| 2023 | IECON | Path Planning of AUV for Obstacle Avoidance with Improved Artificial Potential Field. | Zheping Yan, Luoyin Zhao, Yuqing Wang, Mingyao Zhang, Haoyu Yang, Chao Zhang |
| 2023 | SC | GraphSet: High Performance Graph Mining through Equivalent Set Transformations. | Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen |
| 2022 | DAC | Generic lithography modeling with dual-band optics-inspired neural networks. | Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Mark Kilgard, Anima Anandkumar, Brucek Khailany, Vivek Singh, Haoxing Ren |
| 2022 | DATE | Mixed-Cell-Height Legalization on CPU-GPU Heterogeneous Systems. | Haoyu Yang, Kit Fung, Yuxuan Zhao, Yibo Lin, Bei Yu |
| 2022 | IJCAI | An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas. | Haoyu Yang, Kaiming Xiao, Lihua Liu, Hongbin Huang, Weiming Zhang |
| 2022 | SDM | Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. | Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang |
| 2021 | ASPDAC | Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. | Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young |
| 2021 | DAC | Low-Cost Lithography Hotspot Detection with Active Entropy Sampling and Model Calibration. | Yifeng Xiao, Miaodi Su, Haoyu Yang, Jianli Chen, Jun Yu, Bei Yu |
| 2021 | DAC | Attentional Transfer is All You Need: Technology-aware Layout Pattern Generation. | Xiaopeng Zhang, Haoyu Yang, Evangeline F. Y. Young |
| 2021 | ICCAD | Graph Learning-Based Arithmetic Block Identification. | Zhuolun He, Ziyi Wang, Chen Bai, Haoyu Yang, Bei Yu |
| 2020 | ASPDAC | VLSI Mask Optimization: From Shallow To Deep Learning. | Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu |
| 2020 | DAC | Deep Learning-Driven Simultaneous Layout Decomposition and Mask Optimization. | Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu |
| 2020 | ICCAD | DAMO: Deep Agile Mask Optimization for Full Chip Scale. | Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu |
| 2020 | ICCAD | Hotspot Detection via Attention-based Deep Layout Metric Learning. | Hao Geng, Haoyu Yang, Lu Zhang, Jin Miao, Fan Yang, Xuan Zeng, Bei Yu |
| 2019 | ASPDAC | SRAF insertion via supervised dictionary learning. | Hao Geng, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu |
| 2019 | ASPDAC | Detecting multi-layer layout hotspots with adaptive squish patterns. | Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu |
| 2019 | DAC | Faster Region-based Hotspot Detection. | Ran Chen, Wei Zhong, Haoyu Yang, Hao Geng, Xuan Zeng, Bei Yu |
| 2019 | DAC | Attacking Split Manufacturing from a Deep Learning Perspective. | Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu |
| 2019 | DAC | DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder. | Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu |
| 2018 | DAC | GAN-OPC: mask optimization with lithography-guided generative adversarial nets. | Haoyu Yang, Shuhe Li, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young |
| 2018 | KDD | A Treatment Engine by Predicting Next-Period Prescriptions. | Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong |
| 2017 | AAAI | Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction. | Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang |
| 2017 | DAC | Layout Hotspot Detection with Feature Tensor Generation and Deep Biased Learning. | Haoyu Yang, Jing Su, Yi Zou, Bei Yu, Evangeline F. Y. Young |
| 2016 | ICNC | Extraction of biomedical informtion related to breast cancer using text mining. | Lejun Gong, Ronggen Yang, Quan Liu, Haoyu Yang, Geng Yang, Kaiyu Jiang |
| 2014 | SEKE | Bug Inducing Analysis to Prevent Fault Prone Bug Fixes. | Haoyu Yang, Chen Wang, Qingkai Shi, Yang Feng, Zhenyu Chen |