conftrace_

on-device inference

45 papers

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Co-occurring keywords

model compression (3302) large language model (13587) neural network (6616) knowledge distillation (3725) text classification (6793) small language model (204) on-device deployment (11) edge computing (210) natural language understanding (846) automatic speech recognition (1774)

Papers

Mobile-Oriented Video Diffusion: Enabling Text-to-Video Generation on Mobile Devices Without Retraining, Compression, or Pruning WACV 2026
POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs EACL 2026
Compact Language Models with Iterative Text Refinement for Health Dialogue Summarization EACL 2026
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions NAACL 2025
An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation AACL 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025
On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025
On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning CVPR 2025
EdgeTAM: On-Device Track Anything Model CVPR 2025
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025
Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025
LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025
DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ACL 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025
SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting AACL 2025
Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
POP-VQA - Privacy Preserving, On-Device, Personalized Visual Question Answering WACV 2024
Streaming Parrotron for on-device speech-to-speech conversion INTERSPEECH 2023