| 2026 | ISCA | CHIME: A Case for Efficient Long-Context Attention-FC Disaggregated Inference with DIMM-PIM. | Qingyuan Liu, Liyan Chen, Haocheng Wang, Yanning Yang, Dong Du, Zhigang Mao, Naifeng Jing, Yubin Xia, Haibo Chen |
| 2025 | ASPDAC | MDNMP: Metapath-Driven Software-Hardware Co-Design for HGNN Acceleration with Near-Memory Processing. | Liyan Chen, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2025 | CVPR | Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality. | Liyan Chen, Gregory P. Meyer, Zaiwei Zhang, Eric M. Wolff, Paul Vernaza |
| 2025 | CVPR | ActiveGAMER: Active GAussian Mapping through Efficient Rendering. | Liyan Chen, Huangying Zhan, Kevin Chen, Xiangyu Xu, Qingan Yan, Changjiang Cai, Yi Xu |
| 2025 | DAC | AttenPIM: Accelerating LLM Attention with Dual-mode GEMV in Processing-in-Memory. | Liyan Chen, Dongxu Lyu, Zhenyu Li, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2025 | DAC | KVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference. | Zhenyu Li, Dongxu Lyu, Gang Wang, Yuzhou Chen, Liyan Chen, Wenjie Li, Jianfei Jiang, Yanan Sun, Guanghui He |
| 2025 | FOCS | On the Impossibility of SNARGs with Short CRS : (or: Revisiting Gentry-Wichs Barrier in the Non-adaptive Setting). | Liyan Chen, Zhengzhong Jin |
| 2025 | HPCA | AsyncDIMM: Achieving Asynchronous Execution in DIMM-Based Near-Memory Processing. | Liyan Chen, Dongxu Lyu, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2025 | ICANN | Swin-DAG-VNet for Fetal Head Segmentation and Elliptical Parameter Regression for Circumference Measurement. | Liyan Chen, Ye Ding, Zhihao Li, Li Lu |
| 2025 | STOC | Unambiguous SNARGs for P from LWE with Applications to PPAD Hardness. | Liyan Chen, Cody Freitag, Zhengzhong Jin, Daniel Wichs |
| 2025 | STOC | Succinct Non-interactive Arguments of Proximity. | Liyan Chen, Zhengzhong Jin, Daniel Wichs |
| 2024 | ASPDAC | Bridge-NDP: Achieving Efficient Communication-Computation Overlap in Near Data Processing with Bridge Architecture. | Liyan Chen, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2024 | ICML | Enhancing Implicit Shape Generators Using Topological Regularizations. | Liyan Chen, Yan Zheng, Yang Li, Lohit Anirudh Jagarapu, Haoxiang Li, Hao Kang, Gang Hua, Qixing Huang |
| 2023 | CVPR | Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation. | Liyan Chen, Weihan Wang, Philippos Mordohai |
| 2023 | FPL | Pipeline Balancing for Integrated Mapping in High Performance Spatial Programmable Architecture. | Pengyu Liu, Zihan Zhang, Chen Yin, Liyan Chen, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2022 | ECCV | Geometric Pose Affordance: Monocular 3D Human Pose Estimation with Scene Constraints. | Zhe Wang, Liyan Chen, Shaurya Rathore, Daeyun Shin, Charless C. Fowlkes |
| 2022 | MMM | Classroom Attention Estimation Method Based on Mining Facial Landmarks of Students. | Liyan Chen, Haoran Yang, Kunhong Liu |
| 2018 | EMNLP | Embedding Multimodal Relational Data for Knowledge Base Completion. | Pouya Pezeshkpour, Liyan Chen, Sameer Singh |
| 2008 | ISKE | Research & application of Metadata Management System based on data warehouse for banks. | Fucheng Xie, Beizhan Wang, Liyan Chen, Liang Shi, Qingshan Jiang, Beizhan Wang |