M Saad Salman

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upvoted 2 papers about 10 hours ago

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Paper • 2601.16746 • Published 3 days ago • 59

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published 3 days ago • 131

upvoted 3 papers 3 days ago

Learning to Discover at Test Time

Paper • 2601.16175 • Published 4 days ago • 35

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published 5 days ago • 63

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published 4 days ago • 70

upvoted 6 papers 4 days ago

Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs

Paper • 2601.11061 • Published 10 days ago • 7

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment

Paper • 2601.14249 • Published 6 days ago • 8

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published 9 days ago • 19

A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification

Paper • 2601.13288 • Published 7 days ago • 12

Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models

Paper • 2601.14152 • Published 6 days ago • 4

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 8 days ago • 175

upvoted 2 papers 11 days ago

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published 15 days ago • 77

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published 14 days ago • 112

upvoted 3 papers 13 days ago

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

Paper • 2601.06953 • Published 15 days ago • 43

Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published 14 days ago • 32

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published 17 days ago • 79

upvoted 4 papers 14 days ago

One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling

Paper • 2601.03111 • Published 20 days ago • 9

Agent-as-a-Judge

Paper • 2601.05111 • Published 18 days ago • 18

Few Tokens Matter: Entropy Guided Attacks on Vision-Language Models

Paper • 2512.21815 • Published Dec 26, 2025 • 22

DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation

Paper • 2601.04823 • Published 18 days ago • 6