Papers

• Hypencoder: Hypernetworks for Information Retrieval (2025)
  Julian Killingback et al.
  4.47
• mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT (2026)
  Woosung Koh et al.
  1.94
• Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why (2026)
  Mohammadreza Armandpour et al.
  1.94
• LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning (2026)
  Mengmeng Ji et al.
  1.94
• MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery (2026)
  Shangheng Du et al.
  1.94
• Aligning Quantum Operators with Large Language Models (2026)
  Rogerio Feris et al.
  1.94
• Accelerating Speculative Decoding with Block Diffusion Draft Trees (2026)
  Liran Ringel et al.
  1.83
• Compiler-First State Space Duality and Portable O(1) Autoregressive Caching for Inference (2026)
  Cosmo Santoni
  1.78
• Visual-RFT: Visual Reinforcement Fine-Tuning (2025)
  Ziyu Liu et al.
  1.28
• How to Steer LLM Latents for Hallucination Detection? (2025)
  Seongheon Park et al.
  1.28
• IterPref: Focal Preference Learning for Code Generation via Iterative Debugging (2025)
  Jie Wu et al.
  1.28
• BIMBA: Selective-Scan Compression for Long-Range Video Question Answering (2025)
  Md Mohaiminul Islam et al.
  1.28
• Video-R1: Reinforcing Video Reasoning in MLLMs (2025)
  Kaituo Feng et al.
  1.28
• VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning (2025)
  Haozhe Wang et al.
  1.28
• PathFinder: Guided Search over Multi-Step Reasoning Paths (2023)
  Olga Golovneva et al.
  —
• ReFT: Reasoning with Reinforced Fine-Tuning (2024)
  Trung Quoc Luong et al.
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• MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs (2024)
  Ziyu Liu et al.
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• FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting (2024)
  Liyao Jiang et al.
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• K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences (2024)
  Zhikai Li et al.
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• VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges (2024)
  Yuxuan Wang et al.
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• If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs (2024)
  Muhammad Khalifa et al.
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• Gated Delta Networks: Improving Mamba2 with Delta Rule (2024)
  Songlin Yang et al.
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• ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities (2024)
  Adhiraj Ghosh et al.
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