Publications

Li, Yiming, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai Li, Yiran Chen, and Tingjun Chen. “Skilled AI Agents for Embedded and IoT Systems Development.” In Proceedings of the ACM Conference on AI and Agentic Systems, 1248–52. ACM, 2026. https://doi.org/10.1145/3786335.3813205.

Fu, Yuzhe, Hancheng Ye, Cong Guo, Junyao Zhang, Qinsi Wang, Yueqian Lin, Changchun Zhou, Hai, Li, and Yiran Chen. “FlashFPS: Efficient Farthest Point Sampling for Large-Scale Point Clouds via Pruning and Caching,” April 19, 2026.

Wang, Yifei, Hancheng Ye, Yechen Xu, Cong Guo, Chiyue Wei, Qinsi Wang, Dongting Li, et al. “MARS: Efficient, Adaptive Co-Scheduling for Heterogeneous Agentic Systems,” April 14, 2026.

Wang, R., J. Pan, Y. Chen, and J. Hu. “AstroTune: AST-Assisted LLM Retrieval for Cross-Stage Design Flow Parameter Tuner.” In Proceedings of the International Symposium on Physical Design, 144–52, 2026. https://doi.org/10.1145/3764386.3779579.

Shao, Z., Y. Wang, Q. Wang, T. Jiang, Z. Du, H. Ye, D. Zhuo, Y. Chen, and H. Li. “FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Model.” In Proceedings of the Aaai Conference on Artificial Intelligence, 40:25278–85, 2026. https://doi.org/10.1609/aaai.v40i30.39720.

Chen, Y. “2026Q1 Issue of the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR ARTIFICIAL INTELLIGENCE.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 3, no. 1 (January 1, 2026): 1–2. https://doi.org/10.1109/TCASAI.2026.3659965.

Wei, C., C. Guo, J. Zhang, H. Shan, Y. Xu, Z. Zhang, Y. Liu, et al. “Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models.” In Proceedings International Symposium on High Performance Computer Architecture, 2026. https://doi.org/10.1109/HPCA68181.2026.11408525.

Molom-Ochir, T., B. F. Morris, M. Horton, C. Wei, C. Guo, B. Taylor, P. Liu, et al. “CAMformer: Binary Associative Memory Is All You Need.” IEEE Transactions on Circuits and Systems I Regular Papers, January 1, 2026. https://doi.org/10.1109/TCSI.2026.3692014.

Morris, B. F., T. Molom-Ochir, C. Zhou, Y. Chen, A. K. Jones, and H. Li. “NP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture.” In Proceedings International Symposium on High Performance Computer Architecture, 2026. https://doi.org/10.1109/HPCA68181.2026.11408550.

Linderman, R. W., N. Cowan, Y. Chen, and S. W. Linderman. “A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection.” Transactions on Machine Learning Research 2026-February (January 1, 2026).

Fu, Y., C. Zhou, H. Ye, B. Duan, Q. Huang, C. Wei, C. Guo, H. H. Li, and Y. Chen. “FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing.” In Proceedings International Symposium on High Performance Computer Architecture, 2026. https://doi.org/10.1109/HPCA68181.2026.11408589.

Wei, Chiyue, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, et al. “Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models,” December 16, 2025.

Li, Hai, and Ranu Mehra. “Recap of the 62nd ACM/IEEE Design Automation Conference (DAC62): The “Chips to Systems Conference”.” IEEE Design & Test 42, no. 6 (December 2025): 138–39. https://doi.org/10.1109/mdat.2025.3605046.

Fu, Yuzhe, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen’’ Li, and Yiran Chen. “FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing,” November 10, 2025.

Kim, Bokyung, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Yiran Chen, and Hai Li. “MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM.” IEEE Transactions on Biomedical Circuits and Systems 19, no. 4 (August 2025): 756–66. https://doi.org/10.1109/tbcas.2025.3579273.

Cheng, F., T. Zhang, J. Zhang, J. H. C. Ku, Y. Wang, X. Yang, H. Li, and Y. Chen. “AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems.” In Proceedings of the ACM Great Lakes Symposium on VLSI Glsvlsi, 791–97, 2025. https://doi.org/10.1145/3716368.3735229.

Ali, A. H., A. Sridharan, C. Guo, W. Hwang, W. Tsai, J. Zhang, Y. Chen, S. X. Wang, and D. Fan. “FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System.” In Proceedings of the ACM Great Lakes Symposium on VLSI Glsvlsi, 341–47, 2025. https://doi.org/10.1145/3716368.3735206.

Zhang, J., H. Wang, Q. Ding, J. Gu, R. Assouly, W. Oliver, S. Han, K. Brown, H. Li, and Y. Chen. “QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers.” In Proceedings International Symposium on Computer Architecture, 1554–67, 2025. https://doi.org/10.1145/3695053.3730994.

Wei, C., B. Duan, C. Guo, J. Zhang, Q. Song, H. Li, and Y. Chen. “Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks.” In Proceedings International Symposium on Computer Architecture, 930–43, 2025. https://doi.org/10.1145/3695053.3731035.

Cheng, F., C. Guo, C. Wei, J. Zhang, C. Zhou, E. Hanson, X. Liu, H. Li, and Y. Chen. “Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression.” In Proceedings International Symposium on Computer Architecture, 793–807, 2025. https://doi.org/10.1145/3695053.3731024.

Guo, C., C. Wei, J. Tang, B. Duan, S. Han, H. Li, and Y. Chen. “Transitive Array: An Efficient GEMM Accelerator with Result Reuse.” In Proceedings International Symposium on Computer Architecture, 990–1004, 2025. https://doi.org/10.1145/3695053.3731043.

Du, Hongru, Yang Zhao, Jianan Zhao, Shaochong Xu, Xihong Lin, Yiran Chen, Lauren M. Gardner, and Hao “Frank” Yang. “Advancing real-time infectious disease forecasting using large language models.” Nature Computational Science 5, no. 6 (June 2025): 467–80. https://doi.org/10.1038/s43588-025-00798-6.

Navardi, M., R. Aalishah, Y. Fu, Y. Lin, H. Li, Y. Chen, and T. Mohsenin. “GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices.” In Aaai Spring Symposium Technical Report, 5:180–87, 2025. https://doi.org/10.1609/aaaiss.v5i1.35586.

Pan, J., C. C. Chang, Z. Xie, Y. Chen, and H. Li. “EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research.” In IEEE ACM International Conference on Computer Aided Design Digest of Technical Papers Iccad, 2025. https://doi.org/10.1145/3676536.3697116.

Kim, B., S. Li, B. Taylor, and Y. Chen. “Efficient and Robust Edge AI: Software, Hardware, and the Co-design.” ACM Transactions on Embedded Computing Systems 24, no. 3 (April 4, 2025). https://doi.org/10.1145/3724396.