Junayed ahmed

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upvoted 10 papers 4 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 5 days ago • 481

Fast Weight Attention for Continual Learning

Paper • 2608.27763 • Published 10 days ago • 31

Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Paper • 2608.28122 • Published 9 days ago • 65

Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning

Paper • 2608.23318 • Published 13 days ago • 32

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Paper • 2608.27351 • Published 10 days ago • 22

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published 10 days ago • 33

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published 10 days ago • 83

Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

Paper • 2608.26872 • Published 10 days ago • 82

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Paper • 2608.25518 • Published 11 days ago • 196

Procedura: Agentic 3D Modeling with Procedural Control

Paper • 2608.26238 • Published 11 days ago • 15

upvoted 4 papers 7 days ago

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Paper • 2608.21360 • Published 16 days ago • 31

Beyond Correctness: Benchmarking and Aligning Response Behaviors in Hybrid-Thinking MLLMs

Paper • 2608.12781 • Published 20 days ago • 35

Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts

Paper • 2608.20061 • Published 17 days ago • 46

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

Paper • 2608.21156 • Published 16 days ago • 63

upvoted 3 papers 14 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 17 days ago • 274

FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving

Paper • 2608.19758 • Published 17 days ago • 20

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

Paper • 2608.19799 • Published 17 days ago • 65

upvoted 2 papers 16 days ago

Demystifying Agent Skills: Why They Work-Until They Don't

Paper • 2608.14036 • Published 23 days ago • 169

V-RAE: Rethinking Video Latent Spaces for Generation

Paper • 2608.13556 • Published 24 days ago • 30

upvoted a paper 18 days ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 20 days ago • 151