Search Results - (decoding OR coding) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

Break Me If You Can: Self-Jailbreaking of Aligned LLMs via Lexical Insertion Prompting by Kulshreshtha, Devang, Su, Hang, Jin, Haibo, Hegde, Chinmay, Wang, Haohan

Table of Contents: “…{SLIP})}, a black-box algorithm that casts jailbreaking as breadth-first tree search over multi-turn…”
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Rate or Fate? RLV$^\varepsilon$R: Reinforcement Learning with Verifiable Noisy Rewards by Rad, Ali, Filom, Khashayar, Keivan, Darioush, Esfahani, Peyman Mohajerin, Kamalinejad, Ehsan

Table of Contents: “… (especially coding) where tests are sparse and increasingly model-generated. We ask a pragmatic question: does…”
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Fiducial Exoskeletons: Image-Centric Robot State Estimation by Smith, Cameron, Van Hoorick, Basile, Guizilini, Vitor, Wang, Yue

Table of Contents: “… control performance. We release code and printable hardware designs to enable further algorithm-hardware…”
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Ensuring Computer Science Learning in the AI Era: Open Generative AI Policies and Assignment-Driven Written Quizzes by Chung, Chan-Jin

Table of Contents: “… and are specifically designed to verify the student's comprehension of the algorithms, structure, and implementation…”
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Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation by Singh, Inderjeet, Vissol-Gaudin, Eleonore, Otung, Andikan, Sekiya, Motoyoshi

Table of Contents: “… a LinUCB algorithm on abstract agent profiles to learn an optimal matchmaking policy…”
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When Does Multi-Agent Collaboration Help? An Entropy Perspective by Zhao, Yuxuan, Chen, Sijia, Su, Ningxin

Table of Contents: “… introduce a simple yet effective algorithm, the \textit{Entropy Judger}, to select solutions from MAS's pass…”
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TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation by Kim, Junhan, Park, Yeo Jeong, Son, Seungwoo, Lee, Chungman, Kim, Ho-young, Kim, Joonyoung, Jeon, Yongkweon

Table of Contents: “…. In this paper, we propose TurboBoA, a new backpropagation-free PTQ algorithm that preserves the accuracy…”
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ProAct: Agentic Lookahead in Interactive Environments by Yu, Yangbin, Yang, Mingyu, Li, Junyou, Gao, Yiming, Liu, Feiyu, Yang, Yijun, Lin, Zichuan, Lyu, Jiafei, Liu, Yicheng, Lu, Zhicong, Ye, Deheng, Jiang, Jie

Table of Contents: “… to enhance policy-gradient algorithms like PPO and GRPO. By leveraging lightweight environment rollouts…”
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Monte Carlo Maximum Likelihood Reconstruction for Digital Holography with Speckle by Chen, Xi, Maleki, Arian, Jalali, Shirin

Table of Contents: “… evaluation, the proposed algorithm supports accurate aperture modeling without the simplifying assumptions…”
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SteuerLLM: Local specialized large language model for German tax law analysis by Wind, Sebastian, Sopa, Jeta, Schmid, Laurin, Jackl, Quirin, Kiefer, Sebastian, Wu, Fei, Mayr, Martin, Köstler, Harald, Wellein, Gerhard, Maier, Andreas, Arasteh, Soroosh Tayebi

Table of Contents: “…, structured legal argumentation, and numerical accuracy under rigid grading schemes. We algorithmically…”
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Gradient-Enhanced Partitioned Gaussian Processes for Real-Time Quadrotor Dynamics Modeling by Sang, Xinhuan, Rozman, Adam, Grace, Sheryl, Tron, Roberto

Table of Contents: “… effects, such as rotor-rotor interactions and apparent wind direction, we use the CHARM code, which is a…”
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Unbiased Gradient Estimation for Event Binning via Functional Backpropagation by Chen, Jinze, Zhai, Wei, Han, Han, Ma, Tiankai, Cao, Yang, Li, Bin, Zha, Zheng-Jun

Table of Contents: “… algorithms to rely solely on frame-based features. Attempts to directly learn from raw events avoid…”
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K-Search: LLM Kernel Generation via Co-Evolving Intrinsic World Model by Cao, Shiyi, Mao, Ziming, Gonzalez, Joseph E., Stoica, Ion

Table of Contents: “… approaches typically treat Large Language Models (LLMs) merely as stochastic code generators within heuristic…”
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DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulation by Yang, Zebin, Qi, Yijiahao, Xie, Tong, Yu, Bo, Liu, Shaoshan, Li, Meng

Table of Contents: “… to initiate layer-skipping. We also propose a skip-aware two-stage knowledge distillation algorithm…”
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Shifting in-DRAM by Tegge, William C., Jones, Alex K.

Table of Contents: “… algorithms like AES and Reed-Solomon error correction codes. Existing approaches to in-DRAM shifting require…”
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Operator Learning Using Weak Supervision from Walk-on-Spheres by Viswanath, Hrishikesh, Nam, Hong Chul, Deng, Xi, Berner, Julius, Anandkumar, Anima, Bera, Aniket

Table of Contents: “… algorithm to generate cheap, noisy, estimates of the PDE solution during training. This is formulated into a…”
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Graph-Based Self-Healing Tool Routing for Cost-Efficient LLM Agents by Bholani, Neeraj

Table of Contents: “… improves correctness but incurs high latency and inference cost, while pre-coded workflow graphs reduce…”
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Fast and Versatile RNA Design via Motif-level Divide-and-Conquer and Structure-level Rival Search by Zhou, Tianshuo, Mathews, David H., Huang, Liang

Table of Contents: “… both. We introduce a fast and versatile RNA design algorithm inspired by our previous work…”
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AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents by Zhu, Wenhui, Chen, Xiwen, Wang, Zhipeng, Wang, Jingjing, Dong, Xuanzhao, Huang, Minzhou, Cai, Rui, Sang, Hejian, Wang, Hao, Qiu, Peijie, Deng, Yueyue, Tiwari, Prayag, Rappazzo, Brendan Hogan, Wang, Yalin

Table of Contents: “… \emph{algorithmic bridge discovery} to reconstruct missing logical paths between retrieved facts…”
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THETA: A Textual Hybrid Embedding-based Topic Analysis Framework and AI Scientist Agent for Scalable Computational Social Science by Duan, Zhenke, Li, Xin

Table of Contents: “… research, as manual coding remains labor-intensive and conventional topic models often suffer from semantic…”
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