Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models
Paper • 2603.01571 • Published • 33
AI & ML interests
Fundamental Al Methods; Perception & World Modeling; Reasoning & Generation; Action & Interaction
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SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature
ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection
TianheWu
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SwingArena: Competitive Programming Arena for Long-context GitHub Issue Solving
Paper • 2505.23932 • Published
MMFormalizer: Multimodal Autoformalization in the Wild
Paper • 2601.03017 • Published • 106
BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models
Paper • 2602.04163 • Published • 10
The Art of Efficient Reasoning: Data, Reward, and Optimization
Paper • 2602.20945 • Published • 7
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