Awesome Programming Languages

Key papers

• Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification (2025)
  Xu Xu et al.
  8.37
• AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve (2026)
  Chaitanya Mamatha Ananda et al.
  4.39
• SEMBridge: Tagless-Final Program Semantics with Weakest-Precondition and Bounded-Checking Interpretations (2026)
  Eric Liang
  4.39
• SNN-MLIR: An MLIR Dialect for Compiling Neuromorphic SNNs from NIR to Bare-Metal C (2026)
  Alejandro Garc\'ia Gener et al.
  4.39
• VERITAS: Verifier-Guided Proof Search for Zero-Shot Formal Theorem Proving (2026)
  Manish Acharya et al.
  4.39
• Stdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Libraries (2026)
  Peng Ding et al.
  4.33
• Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses (2026)
  Jiahang Lin et al.
  4.26
• Capability-driven Skill Generation With Llms: A Rag-based Approach For Reusing Existing Libraries And Interfaces (2025)
  Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König, et al.
  3.86
• PromptMN: Pseudo Prompting Language (2026)
  Enkhzol Dovdon
  3.51
• SimpleTool: Parallel Decoding for Real-Time LLM Function Calling (2026)
  Xiao Shi et al.
  3.32
• Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs (2026)
  Yunhao Chen et al.
  2.00
• LEGO: An LLM Skill-Based Front-End Design Generation Platform (2026)
  Jincheng Lou et al.
  2.00
• PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control (2026)
  Jingxuan Wei et al.
  2.00
• The IsalProgram Programming Language (2026)
  Ezequiel L\'opez-Rubio
  2.00
• Towards Human-Level Book-Writing Capability (2026)
  Jan Zierstek et al.
  2.00
• Skvm: Revisiting Language VM For Skills Across Heterogenous Llms And Harnesses (2026)
  Le Chen, Erhu Feng, Yubin Xia, et al.
  2.00
• PPO Guided Agentic Pipeline For Adaptive Prompt Selection And Test Case Generation (2026)
  Gourisetty Venkata Sai Koushik, Dama Aditya, Mahankali Harish Sai, et al.
  2.00
• Quality-driven Agentic Reasoning For Llm-assisted Software Design: Questions-of-thoughts (qot) As A Time-series Self-qa Chain (2026)
  Yen-Ku Liu, Yun-Cheng Tsai
  2.00
• Localv: Exploiting Information Locality For Ip-level Verilog Generation (2026)
  Hanqi Lyu, di Huang, Yaoyu Zhu, et al.
  2.00
• Composer 2 Technical Report (2026)
  Cursor Research, :, Aaron Chan, et al.
  2.00
• Semia: Auditing Agent Skills Via Constraint-guided Representation Synthesis (2026)
  Hongbo Wen, Ying Li, Hanzhi Liu, et al.
  2.00
• HCAG: Hierarchical Abstraction And Retrieval-augmented Generation On Theoretical Repositories With Llms (2026)
  Yusen Wu, Xiaotie Deng
  2.00
• AHASD: Asynchronous Heterogeneous Architecture For LLM Adaptive Drafting Speculative Decoding On Mobile Devices (2026)
  Ma Zirui, Fan Zhihua, Li Wenxing, et al.
  2.00
• CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging (2026)
  Shiyang Li et al.
  1.94
• From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution (2026)
  HU Wei
  1.89
• Moded Types for Grassroots Logic Programs, by AI, for AI (Full Version) (2026)
  Ehud Shapiro
  1.72
• High-quality generation of dynamic game content via small language models: A proof of concept (2026)
  Morten I. K. Munk et al.
  1.72
• Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation (2025)
  Le Chen et al.
  1.67
• Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding (2025)
  Yue Guan et al.
  1.67
• Quokka: Accelerating Program Verification with LLMs via Invariant Synthesis (2025)
  Anjiang Wei et al.
  1.50
• Generating Structured Plan Representation Of Procedures With Llms (2025)
  Deepeka Garg, Sihan Zeng, Sumitra Ganesh, et al.
  1.33
• From Natural Language To Solver-ready Power System Optimization: An Llm-assisted, Validation-in-the-loop Framework (2025)
  Yunkai Hu, Tianqiao Zhao, Meng Yue
  1.33
• Small Language Models For Agentic Systems: A Survey Of Architectures, Capabilities, And Deployment Trade Offs (2025)
  Raghav Sharma, Manan Mehta
  1.33
• Hypergraphos: A Meta Operating System For Science And Engineering (2024)
  Antonello Ceravola, Frank Joublin, Ahmed R. Sadik, et al.
  0.00
• Typefly: Flying Drones With Large Language Model (2023)
  Guojun Chen, Xiaojing Yu, Neiwen Ling, et al.
  0.00
• APPL: A Prompt Programming Language For Harmonious Integration Of Programs And Large Language Model Prompts (2024)
  Honghua Dong, Qidong Su, Yubo Gao, et al.
  0.00
• Hammer: Robust Function-calling For On-device Language Models Via Function Masking (2024)
  Qiqiang Lin, Muning Wen, Qiuying Peng, et al.
  0.00
• Askit: Unified Programming Interface For Programming With Large Language Models (2023)
  Katsumi Okuda, Saman Amarasinghe
  0.00
• CELI: Controller-embedded Language Model Interactions (2024)
  Jan-Samuel Wagner, Dave Decaprio, Abishek Chiffon Muthu Raja, et al.
  0.00
• Stateflow: Enhancing LLM Task-solving Through State-driven Workflows (2024)
  Yiran Wu, Tianwei Yue, Shaokun Zhang, et al.
  0.00
• Imitation-Projected Programmatic Reinforcement Learning (2019)
  Abhinav Verma et al.
  —
• IR2Vec: LLVM IR based Scalable Program Embeddings (2019)
  S. VenkataKeerthy et al.
  —
• Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform (2023)
  Shiwei Zhang et al.
  —
• Chronosymbolic Learning: Efficient CHC Solving with Symbolic Reasoning and Inductive Learning (2023)
  Ziyan Luo and Xujie Si
  —
• AbstractBeam: Enhancing Bottom-Up Program Synthesis using Library Learning (2024)
  Janis Zenkner et al.
  —
• Scaling Deep Learning Training with MPMD Pipeline Parallelism (2024)
  Anxhelo Xhebraj et al.
  —