DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space Paper • 2607.25675 • Published 6 days ago • 61
From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search Paper • 2607.24280 • Published 7 days ago • 81
Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction Paper • 2607.20911 • Published 11 days ago • 26
Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking Paper • 2607.19747 • Published 12 days ago • 31
Rubric4Setwise Collection Rubric-oriented document set evaluation and selection for RAG. • 2 items • Updated 11 days ago • 2
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published 18 days ago • 170
SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks Paper • 2606.09669 • Published Jun 8 • 47
Efficient Agentic Reinforcement Learning with On-Policy Intrinsic Knowledge Boundary Enhancement Paper • 2605.26952 • Published May 26 • 16
Rethinking Cross-Layer Information Routing in Diffusion Transformers Paper • 2605.20708 • Published May 20 • 113
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 99
MLLM-CL: Continual Learning for Multimodal Large Language Models Paper • 2506.05453 • Published Jun 5, 2025 • 4
iFSQ: Improving FSQ for Image Generation with 1 Line of Code Paper • 2601.17124 • Published Jan 23 • 34
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head Paper • 2601.07832 • Published Jan 12 • 53
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 215
AT^2PO: Agentic Turn-based Policy Optimization via Tree Search Paper • 2601.04767 • Published Jan 8 • 28