Publications

Navardi, Mozhgan, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, and Tinoosh Mohsenin. “Generative AI at the Edge: A Comprehensive Survey of Architectures, Hardware and Applications.” ACM Computing Surveys, July 7, 2026. https://doi.org/10.1145/3829079.

Zohora, Fatima Tuz, Nicolas Ramos, Abinidhi Geethaikrishnan, Hai Li, and Dhireesha Kudithipudi. “Device-Algorithm Co-Design with FeFETs for On-device Continual Learning.” In Proceedings of the Great Lakes Symposium on VLSI 2026, 50–56. ACM, 2026. https://doi.org/10.1145/3787109.3815275.

Shan, Haoxuan, Chiyue Wei, Cong Guo, Yuzhe Fu, Tian Liang, Hai Li, and Yiran Chen. “Frame Skipping Architecture for Video-Language Model Acceleration.” In Proceedings of the Great Lakes Symposium on VLSI 2026, 824–29. ACM, 2026. https://doi.org/10.1145/3787109.3816385.

Chen, Y. “2026Q3 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 3, no. 3 (June 1, 2026): 152. https://doi.org/10.1109/TCASAI.2026.3685382.

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.

Chang, C. C., W. H. Lin, Y. Shen, G. Zhou, Y. Chen, and X. Zhang. “LaMAGIC: Advanced Circuit Formulations for Language-Model-based Topology Generation for Analog Integrated Circuits.” ACM Transactions on Design Automation of Electronic Systems 31, no. 5 (April 11, 2026). https://doi.org/10.1145/3799428.

Chen, Yiran. “2026Q2 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 3, no. 2 (April 2026): 76–77. https://doi.org/10.1109/tcasai.2026.3665025.

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.

Shan, H., C. Guo, C. Wei, F. Cheng, J. Zhang, H. H. Li, and Y. Chen. “Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication.” In Proceedings of the Asia and South Pacific Design Automation Conference ASP DAC, 1449–55, 2026. https://doi.org/10.1109/ASP-DAC66049.2026.11420289.

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.

Kawakami, T., T. Molom-Ochir, X. Zhuang, J. Yang, T. Roy, H. Li, and Y. Chen. “DirectGeMM: Eliminating the GeMV Bottleneck in Analog In-Memory Computing.” In Proceedings IEEE International Symposium on Circuits and Systems, 3186–90, 2026. https://doi.org/10.1109/ISCAS66217.2026.11562275.

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.

Yang, X., Z. Wang, M. Pajic, H. H. Li, Y. Chen, X. S. Hu, C. H. Kim, S. Yu, and R. Manohar. “Neurosymbolic Computing: Hardware–Software Co-design.” In Neurosymbolic AI Foundations and Applications, 347–63, 2026. https://doi.org/10.1002/9781394302406.ch11.

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.

Wang, R., P. Sengupta, C. Roman-Vicharra, Y. Chen, and J. Hu. “Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language.” In Proceedings of the Asia and South Pacific Design Automation Conference ASP DAC, 304–10, 2026. https://doi.org/10.1109/ASP-DAC66049.2026.11420573.

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).

Chen, Y., H. Li, and H. Yang. Computer Engineering Machine Learning and Neural Networks: A Computer Engineering Perspective, 2026. https://doi.org/10.1007/978-3-032-20979-5.

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.

Chen, Yiran. “2025Q4 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 2, no. 4 (December 2025): 286–87. https://doi.org/10.1109/tcasai.2025.3625690.