Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis 2025-08-08 RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation 2025-08-08 Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling 2025-08-08 I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking 2025-08-08 Attention Basin: Why Contextual Position Matters in Large Language Models 2025-08-08 Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decode 2025-08-08 VeriGUI: Verifiable Long-Chain GUI Dataset 2025-08-07 Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens 2025-08-07 Efficient Agents: Building Effective Agents While Reducing Cost 2025-08-07 SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience 2025-08-07 Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning 2025-08-07 Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success 2025-08-07 Agent Lightning: Train ANY AI Agents with Reinforcement Learning 2025-08-07 CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction 2025-08-07 Sotopia-RL: Reward Design for Social Intelligence 2025-08-07 Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents 2025-08-07 LaTCoder: Converting Webpage Design to Code with Layout-as-Thought 2025-08-07 Gaussian Variation Field Diffusion for High-fidelity Video-to-4D Synthesis 2025-08-07 HPSv3: Towards Wide-Spectrum Human Preference Score 2025-08-07 LeanK: Learnable K Cache Channel Pruning for Efficient Decoding 2025-08-07 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277
