| 2026 | DATE | SA-ANT: Efficient Low-Bit Group-Wise Quantization for Large Language Models via Sign-Asymmetric Adaptive Numeric Type. | Xinkuang Geng, Siting Liu, Hui Wang, Jie Han, Honglan Jiang |
| 2026 | DATE | Bridging the Power Estimation Gap: A GNN-Based Prediction Model for Approximate Logic Synthesis. | Fuxuan Li, Ao Liu, Siting Liu, Hui Wang, Jie Han, Honglan Jiang |
| 2026 | DATE | Submodular Maximization-inspired Adaptive Routing Bend Space Planning. | Siting Liu, Peng Xu, Peiyu Liao, Keren Zhu, Yibo Lin, Bei Yu |
| 2026 | DATE | IncreMacro-3D: Incremental Macro Placement for Face-to-Face Stacked Memory-on-Logic 3D ICs. | Lancheng Zou, Sing Sen Ye, Shuo Yin, Yuan Pu, Jiaxi Jiang, Siting Liu, Yuxuan Zhao, Bei Yu |
| 2025 | ASPDAC | ThePlace: Thermal-Aware Placement With Operator Learning-Based Ultra-Fast Simulator. | Xinfei Liu, Siting Liu, Bei Yu, Song Chen, Qi Xu |
| 2025 | DAC | EPIC: Error PredIction and Correction for Power-Efficient Voltage Underscaling Multiply-Accumulate Unit. | Tongjing Wu, Xiaolu Hu, Tong Li, Siting Liu, Hui Wang, Weifeng He, Zhigang Mao, Honglan Jiang |
| 2025 | DATE | Lookup Table Refactoring: Towards Efficient Logarithmic Number System Addition for Large Language Models. | Xinkuang Geng, Siting Liu, Hui Wang, Jie Han, Honglan Jiang |
| 2025 | ICCAD | Ultrafast Density Gradient Accumulation in 3D Analytical Placement with Divergence Theorem. | Peiyu Liao, Yuxuan Zhao, Siting Liu, Bei Yu |
| 2025 | ICCAD | H3D: Heterogeneous Resources Aware Global Router for Face-to-Face Bonded 3D ICs. | Yuxuan Zhao, Feng Gu, Siting Liu, Peiyu Liao, Bei Yu |
| 2025 | ICPADS | Layer Fusion-Accelerated Online Scheduling for Multi-Tenancy on Heterogeneous DNN Accelerators. | Lei Jia, Zhaojun Ni, Yutong Wang, Siting Liu, Chundong Wang |
| 2025 | ISCAS | An SRAM-based Stochastic Number Generator for Stochastic Computing. | Heng Shi, Zhengkun Yu, Tingting Zhang, Jie Han, Yumeng Yang, Siting Liu |
| 2024 | DAC | QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference. | Xinkuang Geng, Siting Liu, Leibo Liu, Jie Han, Honglan Jiang |
| 2024 | DAC | A High-Performance Stochastic Simulated Bifurcation Ising Machine. | Tingting Zhang, Hongqiao Zhang, Zhengkun Yu, Siting Liu, Jie Han |
| 2024 | DATE | Compact Powers-of-Two: An Efficient Non-Uniform Quantization for Deep Neural Networks. | Xinkuang Geng, Siting Liu, Jianfei Jiang, Kai Jiang, Honglan Jiang |
| 2023 | DAC | Concurrent Sign-off Timing Optimization via Deep Steiner Points Refinement. | Siting Liu, Ziyi Wang, Fangzhou Liu, Yibo Lin, Bei Yu, Martin D. F. Wong |
| 2023 | DAC | Restructure-Tolerant Timing Prediction via Multimodal Fusion. | Ziyi Wang, Siting Liu, Yuan Pu, Song Chen, Tsung-Yi Ho, Bei Yu |
| 2023 | DAC | Mitigating Distribution Shift for Congestion Optimization in Global Placement. | Su Zheng, Lancheng Zou, Siting Liu, Yibo Lin, Bei Yu, Martin D. F. Wong |
| 2023 | ICCAD | Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction. | Su Zheng, Lancheng Zou, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong |
| 2023 | IJCAI | FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract). | Siting Liu, Yuan Pu, Peiyu Liao, Hongzhong Wu, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu |
| 2023 | ISCAS | Feature-Embedding Triplet Networks with a Separately Constrained Loss Function. | Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi |
| 2022 | DATE | DREAMPlace 4.0: Timing-driven Global Placement with Momentum-based Net Weighting. | Peiyu Liao, Siting Liu, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu |
| 2022 | DATE | FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler. | Siting Liu, Peiyu Liao, Rui Zhang, Zhitang Chen, Wenlong Lv, Yibo Lin, Bei Yu |
| 2022 | VTS | Special Session: Fault-Tolerant Deep Learning: A Hierarchical Perspective. | Cheng Liu, Zhen Gao, Siting Liu, Xuefei Ning, Huawei Li, Xiaowei Li |
| 2021 | ASPDAC | Physical Synthesis for Advanced Neural Network Processors. | Zhuolun He, Peiyu Liao, Siting Liu, Yuzhe Ma, Yibo Lin, Bei Yu |
| 2021 | ASPDAC | Attacking a CNN-based Layout Hotspot Detector Using Group Gradient Method. | Haoyu Yang, Shifan Zhang, Kang Liu, Siting Liu, Benjamin Tan, Ramesh Karri, Siddharth Garg, Bei Yu, Evangeline F. Y. Young |
| 2021 | DATE | Global Placement with Deep Learning-Enabled Explicit Routability Optimization. | Siting Liu, Qi Sun, Peiyu Liao, Yibo Lin, Bei Yu |
| 2021 | DATE | Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design. | Qi Sun, Tinghuan Chen, Siting Liu, Jin Miao, Jianli Chen, Hao Yu, Bei Yu |
| 2020 | DATE | Dynamic Stochastic Computing for Digital Signal Processing Applications. | Siting Liu, Jie Han |
| 2020 | GLOBECOM | Joint Task Assignment and Trajectory optimization for a Mobile Robot Swarm by Mean-Field Game. | Yuhan Kang, Siting Liu, Wonjun Lee, Hongliang Zhang, Wuchen Li, Zhu Han |
| 2017 | DAC | Hardware ODE Solvers using Stochastic Circuits. | Siting Liu, Jie Han |
| 2017 | DATE | Energy efficient stochastic computing with Sobol sequences. | Siting Liu, Jie Han |