Search Results - coding (algorithm OR Algorithmssssic)

PerfRL: A Small Language Model Framework for Efficient Code Optimization by Duan, Shukai, Kanakaris, Nikos, Xiao, Xiongye, Ping, Heng, Zhou, Chenyu, Ahmed, Nesreen K., Ma, Guixiang, Capota, Mihai, Willke, Theodore L., Nazarian, Shahin, Bogdan, Paul

Table of Contents: “… and artificial intelligence techniques to automate the code optimization process. In this paper, we introduce…”
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Application of performance portability solutions for GPUs and many-core CPUs to track reconstruction kernels by Kwok, Ka Hei Martin, Kortelainen, Matti, Cerati, Giuseppe, Strelchenko, Alexei, Gutsche, Oliver, Hall, Allison Reinsvold, Lantz, Steve, Reid, Michael, Riley, Daniel, Berkman, Sophie, Lee, Seyong, Ather, Hammad, Norris, Boyana, Wang, Cong

Table of Contents: “… languages promoted by the hardware vendors and hence limit the set of platforms that the code can run…”
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Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation, and Analysis of Deep Learning Architectures by Abbott, Vincent

Table of Contents: “… structure is analogous to code, creating a close correspondence between diagrams and implementation…”
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Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences by Shankar, Shreya, Zamfirescu-Pereira, J. D., Hartmann, Björn, Parameswaran, Aditya G., Arawjo, Ian

Table of Contents: “…Due to the cumbersome nature of human evaluation and limitations of code-based evaluation, Large…”
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Unraveling cell-cell communication with NicheNet by inferring active ligands from transcriptomics data by Sang-aram, Chananchida, Browaeys, Robin, Seurinck, Ruth, Saeys, Yvan

Table of Contents: “… delves into the algorithm and validation, this paper describes a best practices workflow cultivated over…”
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PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation by Liu, Ye, Xue, Yue, Wu, Daoyuan, Sun, Yuqiang, Li, Yi, Shi, Miaolei, Liu, Yang

Table of Contents: “… from Certora auditing reports) and automatically generate customized properties for unknown code…”
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Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning by Qiao, Li, Gao, Zhen, Mashhadi, Mahdi Boloursaz, Gündüz, Deniz

Table of Contents: “… message passing-based algorithm to compute the model aggregation results from the superposed sequences…”
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Second 6G life Workshop on Post Shannon Theory by Zhao, Yaning, Deppe, Christian

Table of Contents: “… methods and algorithms for identifying data or signals deterministically and through randomized processes…”
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Hot-spots around Sagittarius A*: Joint fits to astrometry and polarimetry by Yfantis, A. I., Wielgus, M., Mościbrodzka, M. A.

Table of Contents: “… orbiting the black hole. We extend the capabilities of the existing algorithms to perform parameter…”
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Revisiting Evolutionary Program Repair via Code Language Model by Wang, Yunan, Guo, Tingyu, Huang, Zilong, Yuan, Yuan

Table of Contents: “… of Large Language Models, Code Language Models (CLMs) trained on code corpora excels in code generation…”
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Building Math Agents with Multi-Turn Iterative Preference Learning by Xiong, Wei, Shi, Chengshuai, Shen, Jiaming, Rosenberg, Aviv, Qin, Zhen, Calandriello, Daniele, Khalman, Misha, Joshi, Rishabh, Piot, Bilal, Saleh, Mohammad, Jin, Chi, Zhang, Tong, Liu, Tianqi

Table of Contents: “… capabilities can be enhanced by integrating external tools, such as code interpreters, and employing multi-turn…”
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Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement by Xie, Guanwen, Xu, Jingzehua, Yang, Yiyuan, Ding, Yimian, Zhang, Shuai

Table of Contents: “… critic to identify the correct code form. Then, LLMs assign weights to the reward components to balance…”
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A Taxonomy of Self-Admitted Technical Debt in Deep Learning Systems by Pepe, Federica, Zampetti, Fiorella, Mastropaolo, Antonio, Bavota, Gabriele, Di Penta, Massimiliano

Table of Contents: “… systems requires suitable choices, e.g., in terms of technology, algorithms, and hyper-parameters…”
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Accelerating Error Correction Code Transformers by Levy, Matan, Choukroun, Yoni, Wolf, Lior

Table of Contents: “…Error correction codes (ECC) are crucial for ensuring reliable information transmission…”
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HEMGS: A Hybrid Entropy Model for 3D Gaussian Splatting Data Compression by Liu, Lei, Chen, Zhenghao, Jiang, Wei, Wang, Wei, Xu, Dong

Table of Contents: “… employs an adaptive context selection algorithm with flexible receptive fields to produce a contextual…”
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Learning Evolution via Optimization Knowledge Adaptation by Wang, Chao, Li, Lingling, Jiao, Licheng, Zhao, Jiaxuan, Liu, Fang, Yang, Shuyuan

Table of Contents: “…The iterative search process of evolutionary algorithms (EAs) encapsulates optimization knowledge…”
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Integrated Experiment and Simulation Co-Design: A Key Infrastructure for Predictive Mesoscale Materials Modeling by Joshi, Shailendra P., Bucsek, Ashley, Pagan, Darren C., Daly, Samantha, Ravindran, Suraj, Marian, Jaime, Bessa, Miguel A., Kalidindi, Surya R., Admal, Nikhil C., Reina, Celia, Ghosh, Somnath, Vinals, Jorge, Tadmor, Ellad B.

Table of Contents: “… and validated codes for simulation and for experimental analyses, & (4) limited opportunities for workforce…”
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Scaling the Automated Discovery of Quantum Circuits via Reinforcement Learning with Gadgets by Olle, Jan, Yevtushenko, Oleg M., Marquardt, Florian

Table of Contents: “…), enabling RL to discover highly complex quantum codes without previous knowledge. We illustrate…”
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Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code by Corrêa, Augusto B., Pereira, André G., Seipp, Jendrik

Table of Contents: “…-dependent heuristic functions in the form of Python code, evaluate them on a set of training tasks within a…”
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StepGrade: Grading Programming Assignments with Context-Aware LLMs by Akyash, Mohammad, Azar, Kimia Zamiri, Kamali, Hadi Mardani

Table of Contents: “… careful evaluation across multiple dimensions of the code. To overcome these challenges, automated grading…”
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