| 2026 | FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence. | Sanggeon Yun, Ryozo Masukawa, Minhyoung Na, Hyunwoo Oh, Yoshiki Yamaguchi, Wenjun Huang, Sungheon Jeong, Mohsen Imani |
| 2026 | HotBa: A Heterogeneous Mamba Accelerator with Δ-Guided Early Rejection for Speculative Decoding. | Ghangmin Yun, Jueun Jung, Bokyoung Seo, Chaeyoon Kim, Junghyun Yoo, Kyuho Jason Lee |
| 2026 | FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models. | Kang Yang, Walid A. Hanafy, Prashant J. Shenoy, Mani Srivastava |
| 2026 | Tris-GCN: A 3D NAND Flash-based In-Storage Processing Architecture for GCN Acceleration. | Yi-Wa Wu, Jia-You Li, Chi-Jung Chen, Ching (Ryan) Cheng, Chia-Chun Wang, Chin-Fu Nien, Hsiang-Yun Cheng |
| 2026 | EdgeVLA: A Heterogeneous Edge VLA Accelerator with Iteration-Aware Low-Rank Approximation for Embodied AI. | Renati Tuerhong, Yiyang Sun, Mingxuan Li, Tianyu Jia |
| 2026 | PALUTE: Processing-In-Memory Acceleration via Lookup Table for Edge LLM Inference. | Runyang Tian, Yanru Chen, Weihong Xu, Tajana Simunic Rosing |
| 2026 | CFoM-GS: An Anchor Gaussian Splatting Training Accelerator with Chunk-wise Footprint Matching. | Yiyang Sun, Han Liu, Renati Tuerhong, Tianyu Jia |
| 2026 | A Neural-Feedback-Driven Event Camera for Robust and Efficient Vision Processing. | Jaehyeon So, Houk Lee, Chanwook Hwang, Woosung Chung, Jaehyuk Choi, Jong Hwan Ko |
| 2026 | Demo Abstract: Microwatt Microwave (M | Dhairya Shah, Pramuka Medaranga Sooriya Patabandige, Rajashekar Reddy Chinthalapani, Spanddhana Sara, Prabal Dutta, Ambuj Varshney |
| 2026 | CIM-FLEX: An Integer-Only Flexible Periphery for Distributed Compute-In-Memory Architectures. | Irem Sanli, Michele Rossi, Elena Ferro, Abhishek Jha, Andreas Burg, Surinder Pal Singh, Thomas Boesch, Irem Boybat |
| 2026 | Mitigating Clock Glitch Attack via Electromagnetically Engineered Interconnects. | Dewan Saiham, Md. Omar Faruk Noman, Sazadur Rahman, Soumitra Joy |
| 2026 | Unsupervised Low-Power ADC Calibration via Goertzel-Based Spectral Objective and Particle Swarm Search. | Nazareno Sacchi, Enrico Miotello, Filippo Borlenghi, Taekwang Jang, Amrith Sukumaran |
| 2026 | TiMM-ViT: Token-Importance-Aware Token Merging with Multi-Exit Training and an FPGA-based Vision Transformer Accelerator for Image Classification. | Soomin Rho, Sangki Park, Subin Park, Kwangrae Kim, Min-Gwon Song, Ki-Seok Chung |
| 2026 | MITRA: Reconfigurable, Low-Latency, and Power-Efficient In-Memory Stochastic Architecture for Transcendental Functions. | Farzad Razi, Mehran Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2026 | Codebook-Based Acceleration for Ternary Language Model Inference. | Tomas Sousa Pereira, Ruibao Wang, Ikenna Nwozo, Haoran Geng, X. Sharon Hu |
| 2026 | QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design. | Nilesh Prasad Pandey, Jangseon Park, Onat Gngr, Flavio Ponzina, Tajana Rosing |
| 2026 | HyperSPACE: Sparse-Adder-Compatible Encoding for Efficient Hyperdimensional Computing on Digital CIM Arrays. | Yeong Hwan Oh, Do Yeong Kang, Juhong Park, Chanwook Hwang, Kang Eun Jeon, Jong Hwan Ko |
| 2026 | Demo Abstract: Shared-Column Im2col for Energy-Efficient TinyML Convolution on Microcontrollers. | Seung-Ryeol Ohk, Won-Seok Chang, Young-Jin Kim |
| 2026 | Exploiting Data Truncation for Lifetime Extension in ORB Accelerators. | Nicols Landeros Muoz, Alejandro Valero, Ruben Gran Tejero |
| 2026 | Space-CIM: Enabling Compute-In-Memory Accelerators for Thermally-Constrained Space Platforms. | Sohan Salahuddin Mugdho, Md. Shahedul Hasan, Cheng Wang |
| 2026 | XL-HD: Extended Learning in Hyperdimensional Computing via Deterministic Projections for In-Memory Accelerators. | Sabrina Hassan Moon, Abu Kaisar Mohammad Masum, Sercan Aygun, Dayane Reis |
| 2026 | CMAX-CAMEL: A Coarse-to-Fine Adaptive, Memory-Efficient, and Low-Power Edge Processor for Contrast Maximization. | Kyeongpil Min, Jongin Choi, Kyeongwon Lee, Woojoo Lee |
| 2026 | WarPGNN: A Parametric Thermal Warpage Analysis Framework with Physics-aware Graph Neural Network. | Haotian Lu, Jincong Lu, Sachin Sachdeva, Sheldon X.-D. Tan |
| 2026 | PVT-Insensitive Matrix-Vector Multiplier and ADC-less Tiling for Analog Computing and AI Accelerators. | Yongchao Liu, Lianlong Sun, Rong Zeng, Michael Huang, Hui Wu |
| 2026 | H3-Attn: Attention-Efficient 3D DRAM PNM Processor with Hybrid Head Parallelism and Hierarchical SFU. | Yaolei Li, Wenbin Jia, Zhanchen Zhao, Yongpan Liu |