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TensorShield: Safeguarding On-Device Inference by Shielding Critical DNN Tensors with TEE

Tong Sun, Bowen Jiang, Hailong Lin, Borui Li, Yixiao Teng, Yi Gao, Wei Dong

MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization

Borui Li, Yitao Wang, Haoran Ma, Ligeng Chen, Jun Xiao, Shuai Wang

InfiniCL: Elastic Continual Learning for Resource-Constrained Edge Devices

Chenyu Lu, Mengyang Liu, Fang Dong, Borui Li, Ruiting Zhou, Shiyao Ji

InfScaler: Enabling Efficient ML Inference Serving on Multi-Accelerator Edge Devices via Asymmetric Auto-Scaling

Borui Li, Tiange Xia, S. Wang, Shuai Wang

Jolteon: Unleashing the Promise of Serverless for Serverless Workflows

Weilong Wang

Jun 6, 2024

Following the Data, Not the Function: Rethinking unction Orchestration in Serverless Computing

Hangshuai He

May 23, 2024

Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI

Haoran Ma

May 16, 2024

Communicative Agents for Software Development

Lili Pan

May 9, 2024

SimEnc: a High-Performance Similarity Preserving Encryption Approach for Deduplication of Encrypted Docker Images

Tong Sun, Bowen Jiang, Borui Li, Jiamei Lv, Yi Gao, Wei Dong

DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration

Fanglei Shu

Apr 25, 2024