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Towards Efficient Agents: A Co-Design of Inference Architecture and System

llm agent

Status: Open.

#417 In pentium3/sys_reading;

· pentium3 opened on Feb 19, 2026

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System

llm agent

Status: Open.

#416 In pentium3/sys_reading;

· pentium3 opened on Feb 19, 2026

Faster Cascades via Speculative Decoding

llm system

Status: Open.

#415 In pentium3/sys_reading;

· pentium3 opened on Feb 19, 2026

Cortex: Workflow-Aware Resource Pooling and Scheduling for Agentic Serving

llm agent

Status: Open.

#414 In pentium3/sys_reading;

· pentium3 opened on Feb 10, 2026

Astraea: A state-aware scheduling engine for llm-powered agents

llm agent

Status: Open.

#413 In pentium3/sys_reading;

· pentium3 opened on Feb 10, 2026

Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs

llm agent

Status: Open.

#412 In pentium3/sys_reading;

· pentium3 opened on Feb 9, 2026

Dynamic Speculative Agent Planning

llm agent

Status: Open.

#411 In pentium3/sys_reading;

· pentium3 opened on Feb 3, 2026

mHC: Manifold-Constrained Hyper-Connections

llm algorithm

Status: Open.

#410 In pentium3/sys_reading;

· pentium3 opened on Jan 28, 2026

Throughput-Optimal Scheduling Algorithms for LLM Inference and AI Agents

llm agent

Status: Open.

#409 In pentium3/sys_reading;

· pentium3 opened on Jan 28, 2026

FlowMesh: A Service Fabric for Composable LLM Workflows

Status: Open.

#408 In pentium3/sys_reading;

· pentium3 opened on Jan 28, 2026

Towards Agentic OS: An LLM Agent Framework for Linux Schedulers

Status: Open.

#407 In pentium3/sys_reading;

· pentium3 opened on Jan 27, 2026

SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations

llm algorithm

Status: Open.

#406 In pentium3/sys_reading;

· pentium3 opened on Jan 27, 2026