Image Arbitrary-Ratio Down- and Up-Sampling Scheme Exploiting DCT Low Frequency Components and Sparsity in High Frequency Components. - Meng Zhang 010; Tinghuan Chen; Xuchao Shi; Peng Cao (IEICE Trans. Inf. Syst., 2016)

Blind Equalization of Constant Modulus Signals Based on Gaussian Process for Classification. - Zhifei Sun; Tinghuan Chen; You Tong; Meng Zhang 010 (Wirel. Pers. Commun., 2017)

Electricity Theft Detection Using Generative Models. - Qianru Zhang; Meng Zhang 010; Tinghuan Chen; Jinan Fan; Zhou Yang; Guoqing Li (ICTAI, 2018)

Sensor Drift Calibration via Spatial Correlation Model in Smart Building. - Tinghuan Chen; Bingqing Lin; Hao Geng; Bei Yu 001 (DAC, 2019)

Power-Driven DNN Dataflow Optimization on FPGA. - Qi Sun 002; Tinghuan Chen; Jin Miao; Bei Yu 001 (ICCAD, 2019)

Recent advances in convolutional neural network acceleration. - Qianru Zhang; Meng Zhang 010; Tinghuan Chen; Zhifei Sun; Yuzhe Ma; Bei Yu 001 (Neurocomputing, 2019)

Machine Learning in Nanometer AMS Design-for-Reliability : (Invited Paper). - Tinghuan Chen; Qi Sun 002; Bei Yu 001 (ASICON, 2021)

Analog IC Aging-induced Degradation Estimation via Heterogeneous Graph Convolutional Networks. - Tinghuan Chen; Qi Sun 002; Canhui Zhan; Changze Liu; Huatao Yu; Bei Yu 001 (ASP-DAC, 2021)

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. - Qi Sun 002; Tinghuan Chen; Siting Liu 002; Jin Miao; Jianli Chen; Hao Yu 001; Bei Yu 001 (DATE, 2021)

Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning. - Qi Sun 002; Chen Bai; Tinghuan Chen; Hao Geng; Xinyun Zhang; Yang Bai; Bei Yu 001 (ICCV, 2021)

Leveraging Spatial Correlation for Sensor Drift Calibration in Smart Building. - Tinghuan Chen; Bingqing Lin; Hao Geng; Shiyan Hu 001; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Techniques for CAD Tool Parameter Auto-tuning in Physical Synthesis: A Survey (Invited Paper). - Hao Geng; Tinghuan Chen; Qi Sun 002; Bei Yu 001 (ASP-DAC, 2022)

A fast parameter tuning framework via transfer learning and multi-objective bayesian optimization. - Zheng Zhang; Tinghuan Chen; Jiaxin Huang 010; Meng Zhang 010 (DAC, 2022)

Deep H-GCN: Fast Analog IC Aging-Induced Degradation Estimation. - Tinghuan Chen; Qi Sun 002; Canhui Zhan; Changze Liu; Huatao Yu; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

An Efficient Sharing Grouped Convolution via Bayesian Learning. - Tinghuan Chen; Bin Duan; Qi Sun 002; Meng Zhang 010; Guoqing Li; Hao Geng; Qianru Zhang; Bei Yu 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. - Qi Sun 002; Tinghuan Chen; Siting Liu 002; Jianli Chen; Hao Yu 001; Bei Yu 001 (ACM Trans. Design Autom. Electr. Syst., 2022)

Mixed-Type Wafer Failure Pattern Recognition. - Hao Geng; Qi Sun 002; Tinghuan Chen; Qi Xu; Tsung-Yi Ho; Bei Yu 001 (ASP-DAC, 2023)

Graph-Learning-Driven Path-Based Timing Analysis Results Predictor from Graph-Based Timing Analysis. - Yuyang Ye 001; Tinghuan Chen; Yifei Gao; Hao Yan 002; Bei Yu 001; Longxing Shi (ASP-DAC, 2023)

Fast and Accurate Wire Timing Estimation Based on Graph Learning. - Yuyang Ye 001; Tinghuan Chen; Yifei Gao; Hao Yan 002; Bei Yu 001; Longxing Shi (DATE, 2023)

PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization. - Hao Geng; Tinghuan Chen; Yuzhe Ma; Binwu Zhu; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Machine Learning in Advanced IC Design: A Methodological Survey. - Tinghuan Chen; Grace Li Zhang; Bei Yu 001; Bing Li 005; Ulf Schlichtmann (IEEE Des. Test, 2023)

TRouter: Thermal-Driven PCB Routing via Nonlocal Crisscross Attention Networks. - Tinghuan Chen; Silu Xiong; Huan He; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Aging-Aware Critical Path Selection via Graph Attention Networks. - Yuyang Ye 001; Tinghuan Chen; Yifei Gao; Hao Yan 002; Bei Yu 001; Longxing Shi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

PDRC: Package Design Rule Checking via GPU-Accelerated Geometric Intersection Algorithms for Non-Manhattan Geometry. - Jiaxi Jiang; Lancheng Zou; Wenqian Zhao; Zhuolun He; Tinghuan Chen; Bei Yu 001 (DAC, 2024)

WinoGen: A Highly Configurable Winograd Convolution IP Generator for Efficient CNN Acceleration on FPGA. - Mingjun Li; Pengjia Li; Shuo Yin; Shixin Chen; Beichen Li; Chong Tong; Jianlei Yang 001; Tinghuan Chen; Bei Yu 001 (DAC, 2024)

Performance-driven Analog Routing via Heterogeneous 3DGNN and Potential Relaxation. - Peng Xu; Guojin Chen; Keren Zhu 001; Tinghuan Chen; Tsung-Yi Ho; Bei Yu 001 (DAC, 2024)

CBTune: Contextual Bandit Tuning for Logic Synthesis. - Fangzhou Liu; Zehua Pei; Ziyang Yu 001; Haisheng Zheng; Zhuolun He; Tinghuan Chen; Bei Yu 001 (DATE, 2024)

Attention-Based EDA Tool Parameter Explorer: From Hybrid Parameters to Multi-QoR metrics. - Donger Luo; Qi Sun 002; Qi Xu; Tinghuan Chen; Hao Geng (DATE, 2024)

A Graph-Learning-Driven Prediction Method for Combined Electromigration and Thermomigration Stress on Multi-Segment Interconnects. - Yunfan Zuo; Yuyang Ye 001; Hongchao Zhang; Tinghuan Chen; Hao Yan 002; Longxing Shi (DATE, 2024)

RISCSparse: Point Cloud Inference Engine on RISC-V Processor. - Shangran Lin; Xinrui Zhu; Baohui Xie; Tinghuan Chen; Cheng Zhuo; Qi Sun 002; Bei Yu 001 (ICCAD, 2024)

IncreMacro: Incremental Macro Placement Refinement. - Yuan Pu 001; Tinghuan Chen; Zhuolun He; Chen Bai; Haisheng Zheng; Yibo Lin; Bei Yu 001 (ISPD, 2024)

Efficient Subgraph Matching Framework for Fast Subcircuit Identification. - Bohao Li; Shizhang Wang; Tinghuan Chen; Qi Sun 002; Cheng Zhuo (MLCAD, 2024)

An analysis of TinyML@ICCAD for implementing AI on low-power microprocessor. - Guoqing Li; Jingwei Zhang; Meng Zhang 010; Tuo Li; Tinghuan Chen; Jun Yang (Sci. China Inf. Sci., 2024)

Wages: The Worst Transistor Aging Analysis for Large-scale Analog Integrated Circuits via Domain Generalization. - Tinghuan Chen; Hao Geng; Qi Sun 002; Sanping Wan; Yongsheng Sun; Huatao Yu; Bei Yu 001 (ACM Trans. Design Autom. Electr. Syst., 2024)

DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior. - Peng Xu; Siyuan Xu; Tinghuan Chen; Guojin Chen; Tsung-Yi Ho; Bei Yu 001 (ACM Trans. Design Autom. Electr. Syst., 2024)

Fast and Accurate Aging-Aware Cell Timing Model via Graph Learning. - Yuyang Ye 001; Tinghuan Chen; Zicheng Wang; Hao Yan 002; Bei Yu 001; Longxing Shi (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Timing-Driven Technology Mapping Approximation Based on Reinforcement Learning. - Yuyang Ye 001; Tinghuan Chen; Yifei Gao; Hao Yan 002; Bei Yu 001; Longxing Shi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Fast Constraints Tuning via Transfer Learning and Multiobjective Optimization. - Meng Zhang 010; Zheng Zhang; Yifan Niu; Jiayi Li; Zewei Chen; Guoqing Li; Yajun Ha; Tinghuan Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

SMART-GPO: Gate-Level Sensitivity Measurement with Accurate Estimation for Glitch Power Optimization. - Yikang Ouyang; Yuchao Wu; Dongsheng Zuo; Subhendu Roy; Tinghuan Chen; Zhiyao Xie; Yuzhe Ma (ASP-DAC, 2025)

Timing-Driven Approximate Logic Synthesis Based on Double-Chase Grey Wolf Optimizer. - Xiangfei Hu; Yuyang Ye 001; Tinghuan Chen; Hao Yan 002; Bei Yu 001 (DATE, 2025)

Algorithm-Hardware Co-design for Accelerating Depthwise Separable CNNs. - Guoqing Li; Rengang Li; Tuo Li; Tinghuan Chen; Meng Zhang 010; Henk Corporaal (ACM Trans. Design Autom. Electr. Syst., 2025)

Learning-Driven Physically Aware Large-Scale Circuit Gate Sizing. - Yuyang Ye 001; Peng Xu; Lizheng Ren; Tinghuan Chen; Hao Yan 002; Bei Yu 001; Longxing Shi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

IncreMacro: Incremental Macro Placement Refinement. - Yuan Pu 001; Tinghuan Chen; Zhuolun He; Jiajun Qin; Chen Bai; Haisheng Zheng; Yibo Lin; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)