OpenMPL: An Open Source Layout Decomposer. - Qi Sun 002; Yibo Lin; Iris Hui-Ru Jiang; Bei Yu 001; David Z. Pan (CoRR, 2018)

OpenMPL: An Open Source Layout Decomposer: Invited Paper. - Wei Li 159; Yuzhe Ma; Qi Sun 002; Yibo Lin; Iris Hui-Ru Jiang; Bei Yu 001; David Z. Pan (ASICON, 2019)

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

Global Placement with Deep Learning-Enabled Explicit Routability Optimization. - Siting Liu 002; Qi Sun 002; Peiyu Liao; Yibo Lin; Bei Yu 001 (DATE, 2021)

Deep Neural Network Hardware Deployment Optimization via Advanced Active Learning. - Qi Sun 002; Chen Bai; Hao Geng; Bei Yu 001 (DATE, 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)

BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration Framework. - Chen Bai; Qi Sun 002; Jianwang Zhai; Yuzhe Ma; Bei Yu 001; Martin D. F. Wong (ICCAD, 2021)

AutoGTCO: Graph and Tensor Co-Optimize for Image Recognition with Transformers on GPU. - Yang Bai; Xufeng Yao; Qi Sun 002; Bei Yu 001 (ICCAD, 2021)

A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU. - Wenqian Zhao; Qi Sun 002; Yang Bai; Wenbo Li 002; Haisheng Zheng; Bei Yu 001; Martin D. F. Wong (ICCAD, 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)

OpenMPL: An Open-Source Layout Decomposer. - Wei Li 159; Yuzhe Ma; Qi Sun 002; Lu Zhang; Yibo Lin; Iris Hui-Ru Jiang; Bei Yu 001; David Z. Pan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Context-Based Contrastive Learning for Scene Text Recognition. - Xinyun Zhang; Binwu Zhu; Xufeng Yao; Qi Sun 002; Ruiyu Li; Bei Yu 001 (AAAI, 2022)

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)

PCL: Proxy-based Contrastive Learning for Domain Generalization. - Xufeng Yao; Yang Bai; Xinyun Zhang; Yuechen Zhang; Qi Sun 002; Ran Chen 001; Ruiyu Li; Bei Yu 001 (CVPR, 2022)

GTuner: tuning DNN computations on GPU via graph attention network. - Qi Sun 002; Xinyun Zhang; Hao Geng; Yuxuan Zhao 001; Yang Bai; Haisheng Zheng; Bei Yu 001 (DAC, 2022)

DAMO: Deep Agile Mask Optimization for Full-Chip Scale. - Guojin Chen; Wanli Chen; Qi Sun 002; Yuzhe Ma; Haoyu Yang; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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)

Counteracting Adversarial Attacks in Autonomous Driving. - Qi Sun 002; Xufeng Yao; Arjun Ashok Rao; Bei Yu 001; Shiyan Hu 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)

AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution. - Yuxuan Zhao 001; Qi Sun 002; Zhuolun He; Yang Bai; Bei Yu 001 (AAAI, 2023)

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

Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems. - Qi Xu; Junpeng Wang 002; Bo Yuan 006; Qi Sun 002; Song Chen 001; Bei Yu 001; Yi Kang; Feng Wu 001 (IEEE Trans Autom. Sci. Eng., 2023)

A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU. - Wenqian Zhao; Yang Bai; Qi Sun 002; Wenbo Li 002; Haisheng Zheng; Nianjuan Jiang; Jiangbo Lu; Bei Yu 001; Martin D. F. Wong (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Knowing The Spec to Explore The Design via Transformed Bayesian Optimization. - Donger Luo; Qi Sun 002; Xinheng Li; Chen Bai; Bei Yu 001; Hao Geng (DAC, 2024)

Minimizing Labeling, Maximizing Performance: A Novel Approach to Nanoscale Scanning Electron Microscope (SEM) Defect Segmentation. - Yibo Qiao; Weiping Xie; Shunyuan Lou; Qian Jin; Lichao Zeng; Yining Chen; Qi Sun 002; Cheng Zhuo (DAC, 2024)

PaLM: Point Cloud and Large Pre-trained Model Catch Mixed-type Wafer Defect Pattern Recognition. - Hongquan He; Guowen Kuang; Qi Sun 002; Hao Geng (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)

PACE: A Piece-Wise Approximate and Configurable Floating - Point Divider for Energy - Efficient Computing. - Chenyi Wen; Haonan Du; Zhengrui Chen; Li Zhang 021; Qi Sun 002; Cheng Zhuo (DATE, 2024)

An Agile Framework for Efficient LLM Accelerator Development and Model Inference. - Lvcheng Chen; Ying Wu; Chenyi Wen; Shizhang Wang; Li Zhang 021; Bei Yu 001; Qi Sun 002; Cheng Zhuo (ICCAD, 2024)

Is Vanilla Bayesian Optimization Enough for High-Dimensional Architecture Design Optimization? - Yuanhang Gao; Donger Luo; Chen Bai; Bei Yu 001; Hao Geng; Qi Sun 002; Cheng Zhuo (ICCAD, 2024)

FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries. - Yuqi Jiang; Xudong Lu; Qian Jin; Qi Sun 002; Hanming Wu; Cheng Zhuo (ICCAD, 2024)

SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image. - Qian Jin; Yuqi Jiang; Xudong Lu; Yumeng Liu; Yining Chen; Dawei Gao; Qi Sun 002; Cheng Zhuo (ICCAD, 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)

BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization. - Lancheng Zou; Wenqian Zhao; Shuo Yin; Chen Bai; Qi Sun 002; Bei Yu 001 (ICML, 2024)

MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing Systems. - Xianting Lu; Yunong Wang; Yu Fu; Qi Sun 002; Xuhua Ma; Xudong Zheng; Cheng Zhuo (KDD, 2024)

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

DCAFuse: Dual-Branch Diffusion-CNN Complementary Feature Aggregation Network for Multi-Modality Image Fusion. - Xudong Lu; Yuqi Jiang; Haiwen Hong; Qi Sun 002; Cheng Zhuo (ACM Multimedia, 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)

BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration. - Chen Bai; Qi Sun 002; Jianwang Zhai; Yuzhe Ma; Bei Yu 001; Martin D. F. Wong (ACM Trans. Design Autom. Electr. Syst., 2024)

GTCO: Graph and Tensor Co-Design for Transformer-Based Image Recognition on Tensor Cores. - Yang Bai; Xufeng Yao; Qi Sun 002; Wenqian Zhao; Shixin Chen; Zixiao Wang 001; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Algorithm-Hardware Co-Design of a Unified Accelerator for Non-Linear Functions in Transformers. - Haonan Du; Chenyi Wen; Zhengrui Chen; Li Zhang 021; Qi Sun 002; Zheyu Yan; Cheng Zhuo (DATE, 2025)

Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers. - Songyu Sun; Xiao Dong; Qi Sun 002; Xunzhao Yin; Quan Chen 007; Cheng Zhuo (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

PACE: A Piece-Wise Approximate Floating-Point Divider with Runtime Configurability and High Energy Efficiency. - Chenyi Wen; Haonan Du; Jiayi Wang; Zhengrui Chen; Li Zhang 021; Qi Sun 002; Cheng Zhuo (ACM Trans. Design Autom. Electr. Syst., 2025)

STHVC: Spatial-Temporal Hybrid Video Compression for UAV-Assisted IoV Systems. - Lvcheng Chen; Jianing Deng; Xudong Zeng; Liangwei Liu; Yawen Wu; Jingtong Hu; Qi Sun 002; Zhiguo Shi 001; Cheng Zhuo (IEEE Trans. Circuits Syst. Video Technol., 2025)