Grant Singleton

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commented a paper about 2 hours ago

DFlash: Block Diffusion for Flash Speculative Decoding

Paper • 2602.06036 • Published 3 days ago • 28 •

2

commented a paper about 11 hours ago

Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning

Paper • 2602.04998 • Published 4 days ago • 3 •

4

commented a paper about 17 hours ago

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Paper • 2602.02474 • Published 6 days ago • 43 •

4

commented 3 papers 1 day ago

Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems

Paper • 2602.03695 • Published 5 days ago • 1 •

1

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

Paper • 2602.05386 • Published 3 days ago • 63 •

4

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 28 •

1

commented 4 papers 3 days ago

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Paper • 2404.02905 • Published Apr 3, 2024 • 74 •

4

ERNIE 5.0 Technical Report

Paper • 2602.04705 • Published 4 days ago • 236 •

4

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Paper • 2602.03216 • Published 5 days ago • 12 •

4

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

Paper • 2602.01785 • Published 6 days ago • 91 •

4

commented 3 papers 4 days ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published 10 days ago • 147 •

4

On the Theoretical Limitations of Embedding-Based Retrieval

Paper • 2508.21038 • Published Aug 28, 2025 • 21 •

2

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration

Paper • 2601.22674 • Published 9 days ago • 5 •

3

commented 4 papers 5 days ago

Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 11 •

3

AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios

Paper • 2601.20613 • Published 11 days ago • 10 •

3

TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance

Paper • 2601.18241 • Published 13 days ago • 8 •

3

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published 9 days ago • 38 •

3

commented 2 papers 6 days ago

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 10 days ago • 56 •

4

Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis

Paper • 2601.20103 • Published 11 days ago • 1 •

3

commented a paper 7 days ago

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15 •

2