- Hash functions in nucleotide sequence analysis
2026/05/01 by Ke Chen, Xiang Li, Qian Shi +2 · 2 voices
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Algorithms and Data Compression #Genomics and Phylogenetic Studies
- Optical Context Compression Is Just (Bad) Autoencoding
2025/12/03 by Ivan Yee Lee, Ivan Lee, Cheng Yang +4 · 4 voices
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Generative Adversarial Networks and Image Synthesis #cs.CL #cs.CV #cs.LG
- Tokenisation over Bounded Alphabets is Hard
2025/11/19 by Kastreva, Violeta, Whittington, Philip, Komm, Dennis +1 · 2 voices · 1 citation
Computer Science · #Algorithms and Data Compression #semigroups and automata theory #Natural Language Processing Techniques
- FroM Superstring to Indexing: a space-efficient index for unconstrained <i>k</i> -mer sets using the Masked Burrows-Wheeler Transform (MBWT)
2025/11/11 by Ondřej Sladký, Pavel Veselý, Karel Břinda · 1 voice · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Algorithms and Data Compression #Time Series Analysis and Forecasting #Gene expression and cancer classification
- DeepSeek-OCR: Contexts Optical Compression
2025/10/21 by Haoran Wei, Yaofeng Sun, Wei, Haoran +3 · 22 citations
Computer Science · #Algorithms and Data Compression #Handwritten Text Recognition Techniques #Advanced Data Storage Technologies
- Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
2025/10/06 by Yufeng Du, Minyang Tian, Du, Yufeng +16 · 16 citations
Computer Science · #Semantic Web and Ontologies #Algorithms and Data Compression #Natural Language Processing Techniques
- d2Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
2025/09/27 by Jiang, Yuchu, Yue Cai, Xiangzhong Luo +9 · 5 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Caching and Content Delivery #Computation and Language (cs.CL) #FOS: Computer and information sciences
- UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
2025/09/19 by Chenlong Deng, Zhisong Zhang, Deng, Chenlong +15 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis
- Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching
2025/09/12 by Zhixin Zheng, Xinyu Wang, Zheng, Zhixin +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #DNA and Biological Computing #FOS: Computer and information sciences #Network Packet Processing and Optimization
- KV Cache Compression for Inference Efficiency in LLMs: A Review
2025/08/08 by Yanyu Liu, Jingying Fu, Liu, Yanyu +10 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression
- iFairy: the First 2-bit Complex LLM with All Parameters in \±1, ± i\
2025/08/07 by Guoan Wang, Wang, Feiyu, Wang, Guoan +14 · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Algorithms and Data Compression #Magnetic confinement fusion research
- Partial recurrence enables robust and efficient computation
2025/07/31 by Marcus Ghosh, Dan F. M. Goodman · 1 voice · 1 citation
Computer Science · #Algorithms and Data Compression #Computability, Logic, AI Algorithms #Parallel Computing and Optimization Techniques
- PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
2025/07/17 by Hui Sun, Sun, Hui, Ding, Yanfeng +12 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG)
- ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
2025/06/17 by Yujun Wang, Wang, Yujun, Jinhe Bi +7 · 9 citations
Computer Science · #68T45 #Advanced Data Compression Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topological and Geometric Data Analysis #cs.CL #cs.CV #msc:68T45
- CentroidKV: Efficient Long-Context LLM Inference via KV Cache Clustering
2025/06/13 by Jie Hu, Shengnan Wang, Hu, Jie +19 · 4 citations
Computer Science · #Algorithms and Data Compression #Caching and Content Delivery #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization
- SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving
2025/06/11 by Xiangchen Li, Li, Xiangchen, Dimitrios Spatharakis +12 · 4 citations
Computer Science · #68M14 #68T07 #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #C.1.4 #C.2.4 #Distributed #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Unicore Enables Scalable and Accurate Phylogenetic Reconstruction with Structural Core Genes
2025/05/30 by Dongwook Kim, Sukhwan Park, Martin Steinegger · 3 voices · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #Algorithms and Data Compression
- HardTests: Synthesizing High-Quality Test Cases for LLM Coding
2025/05/30 by Zhiyun He, Yee Man Choi, He, Zhongmou +15 · 5 citations
Computer Science · Engineering · #Advancements in Photolithography Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #VLSI and Analog Circuit Testing
- A pipeline for searching and fitting instrumental glitches in LISA data
2025/05/26 by M. Muratore, Muratore, Martina, J. R. Gair +7 · 4 citations
Computer Science · #Computational Physics and Python Applications #Algorithms and Data Compression
- Inverse Q-Learning Done Right: Offline Imitation Learning in Qπ-Realizable MDPs
2025/05/26 by Antoine Moulin, Gergely Neu, Moulin, Antoine +3 · 1 voice · 2 citations
Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications #cs.LG
- Refactoring Codebases through Library Design
2025/05/26 by Ziga Kovacic, Kovacic, Ziga, Justin T. Chiu +7 · 1 voice · 1 citation
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Data Mining and Analysis #cs.AI #cs.SE
- QMIO: A tightly integrated hybrid HPCQC system
2025/05/25 by Javier López Cacheiro, Cacheiro, Javier, Sánchez, Álvaro C +10 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Benchmarking Poisoning Attacks against Retrieval-Augmented Generation
2025/05/24 by Bo Zhang, Zhang, Baolei, Xin, Haoran +11 · 4 citations
Computer Science · #Algorithms and Data Compression #Caching and Content Delivery #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
- PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
2025/05/24 by Tengxuan Liu, Liu, Tengxuan, Shiyao Li +15 · 3 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advancements in Photolithography Techniques #Algorithms and Data Compression
- A Survey of LLM × DATA
2025/05/24 by Junxuan He, Zhou, Xuanhe, Wei Zhou +27 · 3 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization
2025/05/21 by Fangxin Liu, Liu, Fangxin, Zongwu Wang +11 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #FOS: Computer and information sciences #I.2.1 #I.2.7 #Machine Learning (cs.LG) #Neural Networks and Applications
- Generalization of Repetitiveness Measures for Two-Dimensional Strings
2025/05/15 by L. Carfagna, Carfagna, Lorenzo, Giovanni Manzini +7 · 2 citations
Computer Science · #Algorithms and Data Compression #Computability, Logic, AI Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #semigroups and automata theory
- Breaking the Sorting Barrier for Directed Single-Source Shortest Paths
A new deterministic algorithm solves single-source shortest paths in O(mlog2/3n) time, beating Dijkstra's complexity on sparse graphs.
2025/04/23 by Ran Duan, Duan, Ran, Jiayi Mao +7 · 54 voices · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Algorithms and Data Compression #Machine Learning and Algorithms #DNA and Biological Computing
- StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation
2025/04/22 by Yinmin Zhong, Zhong, Yinmin, Zili Zhang +25 · 15 citations
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Iterative Learning Control Systems #Algorithms and Data Compression
- RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation
2025/04/11 by Peng Wu, Nan Guo, Wu, Peiyang +7 · 3 citations
Computer Science · #Advanced Database Systems and Queries #Algorithms and Data Compression #Advanced Data Storage Technologies
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