Papers

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ai Oct 01 Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis by Tian Xia, Minghao Liu, Yiqing Liang, Laixi Shi, Jiayun Wang ai Oct 01 Is Weight Tying Still Beneficial for Decoder-Only LLMs in Private Settings Under DP-SGD? by Razan El Mais, Ali Chehab, Ibrahim Issa, Razane Tajeddine ai Oct 01 Turbo Harness: Instance-Adaptive Harness Optimization by Tunyu Zhang, Hao Wang, Kai Xu, Dimitris N. Metaxas ai Oct 01 Cogentic: Multi-Agent Orchestration for Automated Proof Discovery by Yang Cai, Vineet Gupta, Yanchen Jiang, Christopher Liaw, Aranyak Mehta, Grigoris Velegkas, Di Wang ai Sep 30 A Spectral Theory of Distortion in LLM Graph Reconstruction: Sharp Bounds and Empirical Characterization by Jianru Shen ai Sep 30 Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering by Jaewoo Jung, Hyeonseo Yu, Honggyu An, Jisang Han, Mungyeom Kim, Minkyeong Jeon, Heeseong Shin, Wonjun Moon, Federico Tombari, Daniel Barath, Marc Pollefeys, Seungryong Kim, Sunghwan Hong ai Sep 30 Thinking Before Thinking: Scaling Agentic Inference Through Meta-Reasoning by Paras Dahal, Anton Bakhtin, Taco Cohen, Zhengxing Chen, Carole-Jean Wu, Rob Fergus, Scott Yih, Gabriel Synnaeve, Ruslan Salakhutdinov, Sanjeev Arora, Jason Weston, Anirudh Goyal ai Sep 30 Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI by Cheng Qian, Kunlun Zhu, Beibin Li, Zhenhailong Wang, Heng Ji ai Sep 30 Achieving an $O(1/N)$ Optimality Gap in Average-Reward Weakly-Coupled MDPs by Yige Hong, Xiangcheng Zhang, Qiaomin Xie, Yudong Chen, Weina Wang ai Sep 30 Stochastic World Models for Verifying Vision-Based Neural Feedback Systems by I. Samuel Akinwande, Mykel J. Kochenderfer, Clark Barrett