Jiaru Zou

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upvoted a paper 9 days ago

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published 10 days ago • 135

upvoted 2 papers 12 days ago

Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

Paper • 2508.07101 • Published 14 days ago • 13

WideSearch: Benchmarking Agentic Broad Info-Seeking

Paper • 2508.07999 • Published 13 days ago • 104

upvoted a paper 16 days ago

Sotopia-RL: Reward Design for Social Intelligence

Paper • 2508.03905 • Published 18 days ago • 23

upvoted 3 papers 18 days ago

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published 19 days ago • 33

LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation

Paper • 2508.03694 • Published 19 days ago • 50

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published 20 days ago • 127

upvoted a paper 23 days ago

Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty

Paper • 2507.16806 • Published Jul 22 • 6

upvoted 2 papers about 1 month ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published Jul 16 • 41

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10 • 157

upvoted 2 papers about 2 months ago

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1 • 74

Aha Moment Revisited: Are VLMs Truly Capable of Self Verification in Inference-time Scaling?

Paper • 2506.17417 • Published Jun 20 • 11

upvoted a paper 2 months ago

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23 • 28

upvoted 2 papers 3 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6 • 74

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning

Paper • 2505.16270 • Published May 22 • 6