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Tong Xie
PhD Student (co-advised w/ Prof. Runsheng Wang, 2024)
Peking University
Interests
Efficient AI
Education
B.E. in Peking University, 2024
Latest
Aging Aware Adaptive Voltage Scaling for Reliable and Efficient AI Accelerators
NICE: 3D-NAND-based In-Memory-Computing with In-Situ ECC-Protection for Fault-Tolerant and Efficient LLM Inference
CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems
DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference
DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulation
KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planning
EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding
A 28nm 534.6TOPS/W Mixed-Precision Edge Accelerator for Embodied AI Using Stochastic Computing
ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer
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