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 58, no. 15 (November 30, 2026): 1–39. https://doi.org/10.1145/3829079.

Huang, Qijia, Jingxia Jiang, Faisal Syed, Abdul Haseeb Riaz, Yiran Chen, and Jingping Nie. “When Not to Diagnose: Evaluating Evidence-Sufficiency Recognition in ECG Multimodal Language Models with ECGTrustBench (Accepted).” In Proceedings of the 4th International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems, 83–88. ACM, 2026. https://doi.org/10.1145/3842436.3843803.

Zhu, Lichen, Yueqian Lin, Yiheng Wang, Yudong Liu, Hai Li, and Yiran Chen. “Will My Assistant Remember My Allergy? What Personal LLM Assistants Forget When Conversation Memory Is Compressed (Accepted).” In Proceedings of the 4th International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems, 153–58. ACM, 2026. https://doi.org/10.1145/3842436.3843817.

Chen, Yiran. “October 2026 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 3, no. 5 (October 2026): 301–2. https://doi.org/10.1109/tcasai.2026.3721605.

Sotiriadis, P. P., G. Cauwenberghs, Y. Chen, and A. Sebastian. “Guest Editorial Advances in Analog and Mixed-Signal Computing: Architectures, Theory, and Applications___Part I: Emerging Devices and Memory-Centric Hardware for Analog Learning and Inference.” IEEE Journal on Emerging and Selected Topics in Circuits and Systems 16, no. 3 (September 1, 2026): 642–47. https://doi.org/10.1109/JETCAS.2026.3724813.

Lu, Yiyi, Hoi Ian Au, Junyao Zhang, Jingyu Pan, Guanglei Zhou, Yiting Wang, Jingwei Sun, et al. “AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents.” ACM Transactions on Design Automation of Electronic Systems, August 20, 2026. https://doi.org/10.1145/3842675.

Horton, M., C. Park, T. Molom-Ochir, W. McGarry, J. Gu, and Y. Chen. “A Differentiable Simulator for Optimizing Time-Domain Analog CNN Accelerators.” In Proceedings of the International Symposium on Low Power Electronics and Design, 2026. https://doi.org/10.1145/3816440.3828510.

Chen, Y. “August 2026 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence.” IEEE Transactions on Circuits and Systems for Artificial Intelligence 3, no. 4 (August 1, 2026): 218–19. https://doi.org/10.1109/TCASAI.2026.3704543.

Zohora, F. T., N. Ramos, A. Geethaikrishnan, H. Li, and D. Kudithipudi. “Device-Algorithm Co-Design with FeFETs for On-device Continual Learning.” In Glsvlsi 2026 Proceedings of the Great Lakes Symposium on VLSI 2026, 50–56, 2026. https://doi.org/10.1145/3787109.3815275.

Shan, H., C. Wei, C. Guo, Y. Fu, T. Liang, H. Li, and Y. Chen. “Frame Skipping Architecture for Video-Language Model Acceleration.” In Glsvlsi 2026 Proceedings of the Great Lakes Symposium on VLSI 2026, 824–29, 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, Y., Y. Cheng, M. Ma, Y. Zou, N. Yang, W. Cheng, H. Li, Y. Chen, and T. Chen. “Skilled AI Agents for Embedded and IoT Systems Development.” In Proceedings of the ACM Conference on AI and Agentic Systems Cais 2026, 1248–52, 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.

Duan, B., C. Guo, C. Wei, H. Shan, Y. Fu, X. Chen, Y. Xu, et al. “EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture.” In Proceedings International Symposium on Computer Architecture, 1351–67, 2026. https://doi.org/10.1109/ISCA66397.2026.00102.

Cheng, W., Z. Gao, J. Guajardo, H. Beshary, Y. Chen, A. M. Niknejad, and T. Chen. “SPEAR-BF: Wideband Multi-Channel D-Band Beamformer based on the RFSoC Platform.” In 2026 IEEE International Symposium on Spectrum Innovation Dyspan 2026, 152–59, 2026. https://doi.org/10.1109/DySPAN69846.2026.11571108.