| 2025 | ACL | The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction. | Yihuai Hong, Meng Cao, Dian Zhou, Lei Yu, Zhijing Jin |
| 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 | 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 | Artisan: Automated Operational Amplifier Design via Domain-specific Large Language Model. | Zihao Chen, Jiangli Huang, Yiting Liu, Fan Yang, Li Shang, 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 | DAC | Efficient ILT via Multigrid-Schwartz Method. | Shuyuan Sun, Fan Yang, Bei Yu, Li Shang, Dian Zhou, 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 | 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 | DAC | An efficient yield optimization method for analog circuits via gaussian process classification and varying-sigma sampling. | Xiaodong Wang, Changhao Yan, Fan Yang, Dian Zhou, Xuan Zeng |
| 2022 | ICCAD | A High-Precision Stochastic Solver for Steady-State Thermal Analysis with Fourier Heat Transfer Robin Boundary Conditions. | Longlong Yang, Cuiyang Ding, Changhao Yan, Dian Zhou, Xuan Zeng |
| 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 |
| 2021 | ASPDAC | Bayesian Inference on Introduced General Region: An Efficient Parametric Yield Estimation Method for Integrated Circuits. | Zhengqi Gao, Zihao Chen, Jun Tao, Yangfeng Su, Dian Zhou, Xuan Zeng |
| 2021 | ASPDAC | A Robust Batch Bayesian Optimization for Analog Circuit Synthesis via Local Penalization. | Jiangli Huang, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2021 | DAC | NeurFill: Migrating Full-Chip CMP Simulators to Neural Networks for Model-Based Dummy Filling Synthesis. | Junzhe Cai, Changhao Yan, Yuzhe Ma, Bei Yu, Dian Zhou, Xuan Zeng |
| 2021 | DATE | An Efficient Yield Estimation Method for Layouts of High Dimensional and High Sigma SRAM Arrays. | Yue Shen, Changhao Yan, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2021 | ISCAS | Bayesian Optimization Approach for Analog Circuit Design Using Multi-Task Gaussian Process. | Jiangli Huang, Shuhan Zhang, Cong Tao, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2020 | ASPDAC | Bayesian Methods for the Yield Optimization of Analog and SRAM Circuits. | Shuhan Zhang, Fan Yang, Dian Zhou, Xuan Zeng |
| 2020 | DAC | An Efficient and Robust Yield Optimization Method for High-dimensional SRAM Circuits. | Xiaodong Wang, Tianchen Gu, Changhao Yan, Xiulong Wu, Fan Yang, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2020 | DAC | An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis. | Shuhan Zhang, Fan Yang, Dian Zhou, Xuan Zeng |
| 2020 | DATE | An Efficient Bayesian Optimization Approach for Analog Circuit Synthesis via Sparse Gaussian Process Modeling. | Biao He, Shuhan Zhang, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2020 | ISCAS | An Efficient Memory Partitioning Approach for Multi-Pattern Data Access in STT-RAM. | Binbin Liu, Fan Yang, Dian Zhou, Xuan Zeng |
| 2020 | ISCAS | A Mixed-Variable Bayesian Optimization Approach for Analog Circuit Synthesis. | Jialin Lu, Shuhan Zhang, Fan Yang, Dian Zhou, Xuan Zeng |
| 2020 | ISCAS | Multi-Corner Parametric Yield Estimation via Bayesian Inference on Bernoulli Distribution with Conjugate Prior. | Jiahe Shi, Zhengqi Gao, Jun Tao, Yangfeng Su, Dian Zhou, Xuan Zeng |
| 2020 | ISCAS | Learning Low-Rank Structured Sparsity in Recurrent Neural Networks. | Weijing Wen, Fan Yang, Yangfeng Su, Dian Zhou, Xuan Zeng |
| 2019 | DAC | Efficient Layout Hotspot Detection via Binarized Residual Neural Network. | Yiyang Jiang, Fan Yang, Hengliang Zhu, Bei Yu, Dian Zhou, Xuan Zeng |
| 2019 | DAC | An Efficient Multi-fidelity Bayesian Optimization Approach for Analog Circuit Synthesis. | Shuhan Zhang, Wenlong Lyu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng, Xiangdong Hu |
| 2019 | DATE | An Efficient FPGA-based Floating Random Walk Solver for Capacitance Extraction using SDAccel. | Xin Wei, Changhao Yan, Hai Zhou, Dian Zhou, Xuan Zeng |
| 2019 | DATE | Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network. | Shuhan Zhang, Wenlong Lyu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2019 | ICCAD | Efficient Performance Trade-off Modeling for Analog Circuit based on Bayesian Neural Network. | Zhengqi Gao, Jun Tao, Fan Yang, Yangfeng Su, Dian Zhou, Xuan Zeng |
| 2018 | DAC | Multi-objective bayesian optimization for analog/RF circuit synthesis. | Wenlong Lyu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2018 | DAC | A general graph based pessimism reduction framework for design optimization of timing closure. | Fulin Peng, Changhao Yan, Chunyang Feng, Jianquan Zheng, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2018 | DAC | An efficient Bayesian yield estimation method for high dimensional and high sigma SRAM circuits. | Jinyuan Zhai, Changhao Yan, Sheng-Guo Wang, Dian Zhou |
| 2018 | ICCAD | An efficient data reuse strategy for multi-pattern data access. | Wensong Li, Fan Yang, Hengliang Zhu, Xuan Zeng, Dian Zhou |
| 2018 | ICML | Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design. | Wenlong Lyu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2017 | ASPDAC | An efficient algorithm for stencil planning and optimization in E-beam lithography. | Jiabei Ge, Changhao Yan, Hai Zhou, Dian Zhou, Xuan Zeng |
| 2017 | ASPDAC | Network flow based cut redistribution and insertion for advanced 1D layout design. | Ye Zhang, Wai-Shing Luk, Fan Yang, Changhao Yan, Hai Zhou, Dian Zhou, Xuan Zeng |
| 2017 | DAC | Correlated Rare Failure Analysis via Asymptotic Probability Evaluation. | Jun Tao, Handi Yu, Dian Zhou, Yangfeng Su, Xuan Zeng, Xin Li |
| 2017 | DATE | Subgradient based multiple-starting-point algorithm for non-smooth optimization of analog circuits. | Wenlong Lv, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2017 | DATE | An efficient leakage-aware thermal simulation approach for 3D-ICs using corrected linearized model and algebraic multigrid. | Chao Yan, Hengliang Zhu, Dian Zhou, Xuan Zeng |
| 2017 | ISCAS | Efficient SVM-based hotspot detection using spectral clustering. | Fan Yang, Charles C. Chiang, Xuan Zeng, Dian Zhou |
| 2017 | ISCAS | A grid-based detailed routing algorithm for advanced 1D process. | Ye Zhang, Fan Yang, Dian Zhou, Xuan Zeng, Xiangdong Hu |
| 2017 | ISCAS | Efficient spectral graph sparsification via Krylov-subspace based spectral perturbation analysis. | Shuhan Zhang, Fan Yang, Xuan Zeng, Dian Zhou, Shun Li, Xiangdong Hu |
| 2017 | ISPA | A Novel N-Retry Transactional Memory Model for Multi-Thread Programming. | Kun Lu, Changhao Yan, Hai Zhou, Dian Zhou, Xuan Zeng |
| 2016 | ASPDAC | An efficient trajectory-based algorithm for model order reduction of nonlinear systems via localized projection and global interpolation. | Chenjie Yang, Fan Yang, Xuan Zeng, Dian Zhou |
| 2016 | DAC | Efficient performance modeling of analog integrated circuits via kernel density based sparse regression. | Chenlei Fang, Qicheng Huang, Fan Yang, Xuan Zeng, Dian Zhou, Xin Li |
| 2016 | DAC | Efficient performance modeling via Dual-Prior Bayesian Model Fusion for analog and mixed-signal circuits. | Qicheng Huang, Chenlei Fang, Fan Yang, Xuan Zeng, Dian Zhou, Xin Li |
| 2016 | DATE | Efficient spatial variation modeling via robust dictionary learning. | Changhai Liao, Jun Tao, Xuan Zeng, Yangfeng Su, Dian Zhou, Xin Li |
| 2016 | DATE | Efficient multiple starting point optimization for automated analog circuit optimization via recycling simulation data. | Bo Peng, Fan Yang, Changhao Yan, Xuan Zeng, Dian Zhou |
| 2016 | FPGA | Efficient Memory Partitioning for Parallel Data Access via Data Reuse. | Jincheng Su, Fan Yang, Xuan Zeng, Dian Zhou |
| 2016 | ICCAD | Efficient statistical analysis for correlated rare failure events via asymptotic probability approximation. | Handi Yu, Jun Tao, Changhai Liao, Yangfeng Su, Dian Zhou, Xuan Zeng, Xin Li |
| 2016 | ISCAS | Fast compressive sensing reconstruction algorithm on FPGA using Orthogonal Matching Pursuit. | Zhelun Yu, Jincheng Su, Fan Yang, Yangfeng Su, Xuan Zeng, Dian Zhou, Weiping Shi |
| 2016 | ISCAS | High-speed link verification based on statistical inference. | Xuan Zeng, Chenlei Fang, Qicheng Huang, Fan Yang, Dian Zhou, Wei Cai, Weiping Shi |
| 2015 | ASPDAC | Layout decomposition co-optimization for hybrid e-beam and multiple patterning lithography. | Yunfeng Yang, Wai-Shing Luk, Hai Zhou, Changhao Yan, Xuan Zeng, Dian Zhou |
| 2011 | PIMRC | Stochastic coverage in event-driven sensor networks. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2011 | WCNC | Modeling and analysis of Rayleigh fading channels using stochastic network calculus. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2009 | ISCAS | Incremental Circuit Simulation Analysis for Design Modification and Verification. | Tracey Y. Zhou, Dian Zhou, Xuan Zeng |
| 2009 | VTC | Analytical Evaluation of Retransmission Schemes in Wireless Sensor Networks. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2008 | ISCAS | Foundational-circuit-based spice simulation. | Tracey Y. Zhou, Dian Zhou, Hua Zhang, Xinyue Niu |
| 2007 | ASPDAC | Stochastic Sparse-grid Collocation Algorithm (SSCA) for Periodic Steady-State Analysis of Nonlinear System with Process Variations. | Jun Tao, Xuan Zeng, Wei Cai, Yangfeng Su, Dian Zhou, Charles C. Chiang |
| 2007 | DATE | A sparse grid based spectral stochastic collocation method for variations-aware capacitance extraction of interconnects under nanometer process technology. | Hengliang Zhu, Xuan Zeng, Wei Cai, Jintao Xue, Dian Zhou |
| 2007 | ISCAS | RLCSYN: RLC Equivalent Circuit Synthesis for Structure-Preserved Reduced-order Model of Interconnect. | Fan Yang, Xuan Zeng, Yangfeng Su, Dian Zhou |
| 2006 | DATE | Time domain model order reduction by wavelet collocation method. | Xuan Zeng, Lihong Feng, Yangfeng Su, Wei Cai, Dian Zhou, Charles C. Chiang |
| 2006 | ISCAS | A one-shot projection method for interconnects with process variations. | Jun Tao, Xuan Zeng, Fan Yang, Yangfeng Su, Lihong Feng, Wei Cai, Dian Zhou, Charles C. Chiang |
| 2005 | ASPDAC | Block SAPOR: block Second-order Arnoldi method for Passive Order Reduction of multi-input multi-output RCS interconnect circuits. | Bang Liu, Xuan Zeng, Yangfeng Su, Jun Tao, Zhaojun Bai, Charles C. Chiang, Dian Zhou |
| 2005 | ASPDAC | A novel wavelet method for noise analysis of nonlinear circuits. | Xuan Zeng, Bang Liu, Jun Tao, Charles C. Chiang, Dian Zhou |
| 2005 | ISCAS | Power-optimal simultaneous buffer insertion/sizing and uniform wire sizing for single long wires. | Ruiming Li, Dian Zhou, Jin Liu, Xuan Zeng |
| 2005 | ISCAS | Phase noise spectra analysis for LC oscillators. | Hua Zhang, Dian Zhou, Yi Hu, Ruiming Li, Jianzhong Zhang |
| 2004 | ASPDAC | Satisfiability and integer programming as complementary tools. | Ruiming Li, Dian Zhou, Donglei Du |
| 2004 | ASPDAC | Analog circuit behavioral modeling via wavelet collocation method with auto-companding. | Jian Wang, Jun Tao, Xuan Zeng, Charles C. Chiang, Dian Zhou |
| 2004 | DATE | Direct Nonlinear Order Reduction with Variational Analysis. | Lihong Feng, Xuan Zeng, Charles C. Chiang, Dian Zhou, Qiang Fang |
| 2004 | DATE | Steady-State Analysis of Nonlinear Circuits Using Discrete Singular Convolution Method. | Xin Zhou, Dian Zhou, Jin Liu, Ruiming Li, Xuan Zeng, Charles C. Chiang |
| 2004 | ICCAD | SAPOR: second-order Arnoldi method for passive order reduction of RCS circuits. | Yangfeng Su, Jian Wang, Xuan Zeng, Zhaojun Bai, Charles C. Chiang, Dian Zhou |
| 2004 | ISCAS | Frequency driven repeater insertion for deep submicron. | Nisar Ahmed, Mohammad H. Tehranipour, Dian Zhou, Mehrdad Nourani |
| 2004 | ISCAS | Two-sided projection method in variational equation model order reduction of nonlinear circuits. | Lihong Feng, Xuan Zeng, Jiarong Tong, Charles C. Chiang, Dian Zhou |
| 2004 | ISCAS | Frequency domain wavelet method with GMRES for large-scale linear circuit simulation. | Jian Wang, Xuan Zeng, Wei Cai, Charles C. Chiang, Jiarong Tong, Dian Zhou |
| 2004 | ISCAS | A closed-form phase noise solution for an ideal LC oscillator. | Hua Zhang, Jianzhong Zhang, Dian Zhou, Jin Liu, Liangjun Jiang, Yan Pan |
| 2004 | VLSID | Automated Architectural Optimization of Digital FIR Filters. | Ronald W. Mehler, Dian Zhou |
| 2003 | ICCAD | Power-Optimal Simultaneous Buffer Insertion/Sizing and Wire Sizing. | Ruiming Li, Dian Zhou, Jin Liu, Xuan Zeng |
| 2003 | ISCAS | An efficient Sylvester equation solver for time domain circuit simulation by wavelet collocation method. | Xuan Zeng, Sheng Huang, Yangfeng Su, Dian Zhou |
| 2003 | ISCAS | An error distribution based nonlinear companding method for analog behavioral modeling via wavelet approximation. | Xuan Zeng, Jun Tao, Yangfeng Su, Wenbing Chen, Dian Zhou |
| 2002 | ICASSP | A DSP-based turbo codec for 3G communication systems. | Yingtao Jiang, Yiyan Tang, Yuke Wang, Dian Zhou |
| 2002 | ISCAS | Wavelet method for high-speed clock tree simulation. | Xin Li, Xuan Zeng, Dian Zhou, Xieting Ling |
| 2001 | ICCAD | Behavioral Modeling of Analog Circuits by Wavelet Collocation Method. | Xin Li, Xuan Zeng, Dian Zhou, Xieting Ling |
| 2001 | ISCAS | Automatic clock tree design with IPs in the system. | Wei Li, Dian Zhou, Haksu Kim, Xuan Zeng |
| 2001 | ISCAS | An efficient balanced truncation realization algorithm for interconnect model order reduction. | Dian Zhou, Wei Li, Wei Cai, Nailong Guo |
| 2000 | ISCAS | Parasitic and mismatch modeling for optimal stack generation [in CMOS]. | Xuan Zeng, Mingyuan Li, Wenqing Zhao, Pushan Tang, Dian Zhou |
| 1999 | ISCAS | An automatic clock tree design system for high-speed VLSI designs: planar clock routing with the treatment of obstacles. | Haksu Kim, Dian Zhou |
| 1999 | ISCAS | A constraint-based placement refinement method for CMOS analog cell layout. | Xuan Zeng, J. Guan, Wenqing Zhao, Pushan Tang, Dian Zhou |
| 1995 | ISCAS | Optimization of VLSI Allocation. | Zhongli He, Dian Zhou |
| 1993 | DAC | Performance-Driven Interconnect Design Based on Distributed RC Delay Model. | Jason Cong, Kwok-Shing Leung, Dian Zhou |
| 1993 | ICCD | Neighbour State Transition Method for VLSI Optimization Problems. | Dian Zhou, F. Tsui |
| 1993 | ISCAS | Propagation Delay in RLC Interconnection Networks. | D. S. Gao, Dian Zhou |
| 1993 | ISCAS | A Two-pole Circuit Model for VLSI High-speed Interconnection. | Dian Zhou, S. Su, F. Tsui, D. S. Gao, Jason Cong |