| 2026 | AAAI | WaveC2R: Wavelet-Driven Coarse-to-Refined Hierarchical Learning for Radar Retrieval. | Chunlei Shi, Han Xu, Yinghao Li, Yi-Lin Wei, Yongchao Feng, Yecheng Zhang, Dan Niu |
| 2026 | AAAI | THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs. | Lixin Zhou, Zemin Liu, Yuan Fang, Dan Niu, Jing Ying |
| 2026 | DATE | MISP-Net: Significantly Reducing Transient Backward Steppings via Novel Multi-step Irregular Sequence Prediction. | Yichao Dong, Dan Niu, Chao Wang, Zhenya Zhou, Zhou Jin, Changyin Sun |
| 2026 | DATE | GE-LLM: Graph-Enhanced Large Language Models for Efficient Transistor-Level Circuit Simulation. | Chao Wang, Dan Niu, Yichao Dong, Dekang Zhang, Changyin Sun, Zhou Jin |
| 2026 | DATE | SCALER: A Stream-Aware Accelerator with Hierarchical Memory for Sparse LU Factorization on HBM FPGAs. | Xin Xu, Zhiying Zhu, Zishu Li, Dan Niu, Cheng Zhuo, Zhou Jin |
| 2026 | DATE | MinFill: Reinforcement Learning and GNN Guided Reordering for Fill-In Reduction in RF Circuit Matrices. | Hao Zhang, Dan Niu, Cheng Zhuo, Zhou Jin |
| 2025 | DAC | NeuralMesh: Neural Network For FEM Mesh Generation in 2.5D/3D Chiplet Thermal Simulation. | Pengju Chen, Dan Niu, Dekang Zhang, Wenhao Wang, Depeng Xie, Zhou Jin, Wei W. Xing, Lei He |
| 2025 | DAC | PiSPICE: Accelerating Post-Layout SPICE Simulation via Essential Parasitic Identification. | Zhou Jin, Jing Li, Jian Xin, Tianjia Zhou, Xiao Wu, Dan Niu, Zuochang Ye |
| 2025 | DAC | ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection. | Juxin Niu, Xiangfeng Liu, Dan Niu, Xi Wang, Zhe Jiang, Nan Guan |
| 2025 | DAC | A Novel Image-Graph Heterogeneous Fusion Framework for Static IR Drop Prediction. | Dan Niu, Dekang Zhang, Yichao Cao, Zhou Jin, Chao Wang, Yichao Dong, Changyin Sun |
| 2025 | DAC | G-SpNN: GPU-Accelerated Passivity Enforcement for S-Parameter Modeling with Neural Networks. | Lijie Zeng, Jiatai Sun, Xiao Wu, Dan Niu, Tianshi Wang, Yibo Lin, Zuochang Ye, Zhou Jin |
| 2025 | DATE | LaRED: Efficient IR Drop Predictor with Layout-Preserving Rebuilder-Encoder-Decoder Architecture. | Chengxuan Yu, Yanshuang Teng, Wenhao Dai, Yongjiang Li, Wei W. Xing, Xiao Wu, Dan Niu, Zhou Jin |
| 2025 | DATE | A Novel Frequency-Spatial Domain Aware Network for Fast Thermal Prediction in 2.5D ICs. | Dekang Zhang, Dan Niu, Zhou Jin, Yichao Dong, Jingweijia Tan, Changyin Sun |
| 2025 | ICCAD | A Geometry-Material Aware Point Cloud Transformer for Large-scale Unstructured Thermal Analysis in 2.5D ICs. | Dekang Zhang, Dan Niu, Yichao Cao, Yichao Dong, Zhenya Zhou, Zhou Jin |
| 2025 | ICCV | CounterPC: Counterfactual Feature Realignment for Unsupervised Domain Adaptation on Point Clouds. | Feng Yang, Yichao Cao, Xiu Su, Dan Niu, Xuanpeng Li |
| 2024 | DATE | MSH: A Multi-Stage HiZ-Aware Homotopy Framework for Nonlinear DC Analysis. | Zhou Jin, Tian Feng, Xiao Wu, Dan Niu, Zhenya Zhou, Cheng Zhuo |
| 2024 | DATE | Efficient Spectral-Aware Power Supply Noise Analysis for Low-Power Design Verification. | Yinuo Bai, Xiaoyu Yang, Yicheng Lu, Dan Niu, Cheng Zhuo, Zhou Jin, Weifeng Liu |
| 2024 | DATE | TSA-TICER: A Two-Stage TICER Acceleration Framework for Model Order Reduction. | Pengju Chen, Dan Niu, Zhou Jin, Changyin Sun, Qi Li, Hao Yan |
| 2024 | DATE | ISPT-Net: A Noval Transient Backward-Stepping Reduction Policy by Irregular Sequential Prediction Transformer. | Yichao Dong, Dan Niu, Zhou Jin, Chuan Zhang, Changyin Sun, Zhenya Zhou |
| 2024 | ICCAD | ISLU: Indexing-Efficient Sparse LU Factorization for Circuit Simulation on GPUs. | Dan Niu, Yiyang Tao, Zhou Jin, Yichao Dong, Chao Wang, Changyin Sun |
| 2024 | ICCAD | Pseudo Adjoint Optimization: Harnessing the Solution Curve for SPICE Acceleration. | Jiatai Sun, Xiaru Zha, Chao Wang, Xiao Wu, Dan Niu, Wei W. Xing, Zhou Jin |
| 2024 | ICCAD | Leda: Leveraging Tiling Dataflow to Accelerate SpMM on HBM-Equipped FPGAs for GNNs. | Enxin Yi, Jiarui Bai, Yijie Nie, Dan Niu, Zhou Jin, Weifeng Liu |
| 2024 | ICCAD | CSP: Comprehensively-Sparsified Preconditioner for Efficient Nonlinear Circuit Simulation. | Yuxuan Zhao, Xiaoyu Yang, Yinuo Bai, Lijie Zeng, Dan Niu, Weifeng Liu, Zhou Jin |
| 2023 | CoDIT | A Multi-Crane Scheduling Scheme with Dynamic Priority in Transit Warehouse. | Jingwen Wang, Dan Niu, Qi Li, Minghao Liu, Xisong Chen, Mei Zhang |
| 2023 | CoDIT | A New Combined Controller for an Industrial Heavy-Duty 3D Overhead Crane System with Load Hoisting or Lowering. | Yi Zhang, Dan Niu, Qi Li, Minghao Liu, Xisong Chen, Mei Zhang |
| 2023 | IECON | An Adaptive Event-Triggered Secondary Regulation Strategy for Microgrids with Loss of Effectiveness Actuator Faults. | Xuechao Qiu, Xiangyu Wang, Dan Niu |
| 2022 | DAC | Accelerating nonlinear DC circuit simulation with reinforcement learning. | Zhou Jin, Haojie Pei, Yichao Dong, Xiang Jin, Xiao Wu, Wei W. Xing, Dan Niu |
| 2017 | ICINCO | MPC for Ozone Dosage in Water Treatment Process based on Disturbance Observer. | Dan Niu, Xisong Chen, Jun Yang, Fuchun Jiang, Xing-peng Zhou |
| 2017 | ICINCO | Learning Spatial Constraints using Gaussian Process for Shared Control of Semi-autonomous Mobile Robots. | Kun Qian, Dan Niu, Fang Fang, Xudong Ma |