Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team 2025-06-18 Efficient Medical VIE via Reinforcement Learning 2025-06-18 Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model 2025-06-18 Reasoning with Exploration: An Entropy Perspective 2025-06-18 Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure 2025-06-18 Align Your Flow: Scaling Continuous-Time Flow Map Distillation 2025-06-18 QFFT, Question-Free Fine-Tuning for Adaptive Reasoning 2025-06-18 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees 2025-06-18 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios 2025-06-18 V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning 2025-06-18 xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations 2025-06-18 EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models 2025-06-18 Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders 2025-06-18 Ambient Diffusion Omni: Training Good Models with Bad Data 2025-06-18 VideoMolmo: Spatio-Temporal Grounding Meets Pointing 2025-06-18 Optimizing Length Compression in Large Reasoning Models 2025-06-18 Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning 2025-06-18 From Bytes to Ideas: Language Modeling with Autoregressive U-Nets 2025-06-18 Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs 2025-06-18 Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers 2025-06-18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243
