| 2026 | ISCAS | HOLMES: Hierarchical Optimization with poLygonal ModEling for Large-Scale AMS Placement. | Guanhua Chen, Yujie Yan, Jiahua Liu, Zecheng Xu, Linxi Qiu, Yumao Wu, Zhiang Wang, Changhao Yan, Zhaori Bi, Keren Zhu |
| 2026 | ISCAS | Layout-Aware Standard Cell Synthesis via Reparameterization Multi-Task Bayesian Optimization. | Zhouyang Wu, Ruiyu Lyu, Keren Zhu, Zhiang Wang, Zhaori Bi, Changhao Yan, Xuan Zeng |
| 2025 | DAC | MARIO: A Superadditive Multi-Algorithm Interworking Optimization Framework for Analog Circuit Sizing. | Wangzhen Li, Yuan Meng, Ruiyu Lyu, Changhao Yan, Keren Zhu, Zhaori Bi, Dian Zhou, Xuan Zeng |
| 2025 | DAC | Look Before You Leap: A Self-Review Bayesian Optimization Method for Constrained High-Dimensional Design Space Exploration. | Xuyang Zhao, Yiyang Zhao, Zheng Wu, Tianning Gao, Zhaori Bi, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2025 | DATE | INTO-OA: Interpretable Topology Optimization for Operational Amplifiers. | Jinyi Shen, Fan Yang, Li Shang, Zhaori Bi, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2025 | ICCAD | LCTMwalk: GPU-Accelerated Transient Thermal Simulation for Liquid-Cooled 2.5D/3D ICs via Random Walks on Circuit Networks of Modified Compact Thermal Models. | Zhixuan Dong, Yonghan Luo, Yuan Meng, Changhao Yan, Zhaori Bi, Keren Zhu, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2025 | ICCAD | NSTherm: An Error-Bounded Network-Stochastic Fusion Thermal Simulator for Geometry-Adaptable Chiplets via Diffeomorphic Mapping and Neural-Guided Variance Reduction. | Yuan Meng, Yuyan Wang, Zhixuan Dong, Yonghan Luo, Changhao Yan, Keren Zhu, Zhaori Bi, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2025 | ICCAD | BAGNet: A Boundary-Aware Graph Neural Network for SRAM Yield Analysis in Post-LayoutSimulation. | Haoyang Sang, Changhao Yan, Zhaori Bi, Keren Zhu, Xuan Zeng |
| 2025 | ICCAD | Seeing Through Designs: Attention-Based Knowledge Transfer for Preference-Guided Microarchitecture Search. | Yiyang Zhao, Xuyang Zhao, Zhaori Bi, Ming Zhu, Qiwei Zhan, Keren Zhu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2024 | ASPDAC | A Study on Exploring and Exploiting the High-dimensional Design Space for Analog Circuit Design Automation : (Invited Paper). | Ruiyu Lyu, Yuan Meng, Aidong Zhao, Zhaori Bi, Keren Zhu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2024 | ASPDAC | Asynchronous Batch Constrained Multi-Objective Bayesian Optimization for Analog Circuit Sizing. | Xuyang Zhao, Zhaori Bi, Changhao Yan, Fan Yang, Ye Lu, Dian Zhou, Xuan Zeng |
| 2024 | DAC | HiMOSS: A Novel High-dimensional Multi-objective Optimization Method via Adaptive Gradient-Based Subspace Sampling for Analog Circuit Sizing. | Tianchen Gu, Ruiyu Lyu, Zhaori Bi, Changhao Yan, Fan Yang, Dian Zhou, Tao Cui, Xin Liu, Zaikun Zhang, Xuan Zeng |
| 2024 | DAC | EVDMARL: Efficient Value Decomposition-based Multi-Agent Reinforcement Learning with Domain-Randomization for Complex Analog Circuit Design Migration. | Handa Sun, Zhaori Bi, Wenning Jiang, Ye Lu, Changhao Yan, Fan Yang, Wenchuang Hu, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2024 | DATE | tSS-BO: Scalable Bayesian Optimization for Analog Circuit Sizing via Truncated Subspace Sampling. | Tianchen Gu, Jiaqi Wang, Zhaori Bi, Changhao Yan, Fan Yang, Yajie Qin, Tao Cui, Xuan Zeng |
| 2024 | DATE | Circuits Physics Constrained Predictor of Static IR Drop with Limited Data. | Yuan Meng, Ruiyu Lyu, Zhaori Bi, Changhao Yan, Fan Yang, Wenchuang Hu, Dian Zhou, Xuan Zeng |
| 2024 | ICCAD | AnalogGym: An Open and Practical Testing Suite for Analog Circuit Synthesis. | Jintao Li, Haochang Zhi, Ruiyu Lyu, Wangzhen Li, Zhaori Bi, Keren Zhu, Yanhan Zeng, Weiwei Shan, Changhao Yan, Fan Yang, Yun Li, Xuan Zeng |
| 2024 | ICCAD | Revisiting sensitivity-based analog sizing with derivative-aware Bayesian optimization and error-suppressed adjoint analysis. | Ruiyu Lyu, Aidong Zhao, Yuan Meng, Keren Zhu, Zhaori Bi, Changhao Yan, Fan Yang, Dian Zhou, Xuan Zeng |
| 2024 | UAI | Exploring High-dimensional Search Space via Voronoi Graph Traversing. | Aidong Zhao, Xuyang Zhao, Tianchen Gu, Zhaori Bi, Xinwei Sun, Changhao Yan, Fan Yang, Dian Zhou, Xuan Zeng |
| 2023 | DAC | cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis. | Aidong Zhao, Xianan Wang, Zixiao Lin, Zhaori Bi, Xudong Li, Changhao Yan, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng |
| 2022 | ASPDAC | A Novel and Efficient Bayesian Optimization Approach for Analog Designs with Multi-Testbench. | Jingyao Zhao, Changhao Yan, Zhaori Bi, Fan Yang, Xuan Zeng, Dian Zhou |
| 2022 | ISCAS | A Batch Bayesian Optimization Approach For Analog Circuit Synthesis Based On Multi-Points Selection Criterion. | Xu Fu, Changhao Yan, Zhaori Bi, Fan Yang, Dian Zhou, Xuan Zeng |