Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:24:47.536704Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 17 inbound Pith citation observations for arXiv:2507.05687.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:24:47.536704Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:20:14.003355Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
30 of 30 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 5d8b8d80-46fb-4976-a2f0-ef9f5076b314 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs \ TensorFlow \ : a system for \ Large-Scale \ machine learning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 711ecbdb-50d3-4063-a27d-7750fd4a9466 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Looper: A learned optimizer for polyhedral compilers
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ed7a483b-2d61-439e-b5b9-ced1f7f86f5a · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Apache TVM -- Open Deep Learning Compiler Stack
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0de81956-893b-4949-ac17-9cc6c8911c7f · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Multi-turn training for cuda kernel generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 334e7469-95bd-4e01-91f3-841ab5b6ee7b · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0420281a-5b03-46c4-98aa-b033c04f3393 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Program synthesis using deduction-guided reinforcement learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 788bcc80-2c91-48b9-9f0e-5df9b406f031 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs CYCLE: Learning to Self-Refine the Code Generation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f8e48c2-8e44-4dcc-9f60-9cf19af0f89b · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Kernelllm, 5 2025
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff531fb9-2851-430a-a983-358862dfd0af · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5805b357-f07f-4ad4-b5e5-2e2d91dafa40 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b80b89d-02c8-494c-9755-c7accb10b481 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Qwen2.5-Coder Technical Report
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 829b0378-a18b-4b1b-9c5b-6c0f85c434ab · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs The ai cuda engineer: Agentic cuda kernel discovery, optimization and composition
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e81f513a-b0d8-42e3-84b4-ee893ed55c35 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22f921ed-e1b0-44a1-8460-bd69e9a6d380 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ad2a94a-8841-4f8e-92a6-7cbbe2522c9a · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Competition-level code generation with alphacode
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 153b71b2-1f57-4638-953f-08c07ca6728c · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs MLIR -- Multi-Level Intermediate Representation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff3e17b2-83f1-4fce-9314-5f53ab472729 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs What are the limitations of reinforcement learning
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 528d31df-d1c9-4b94-89e2-dcd3bba297c3 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Automating gpu kernel generation with deepseek-r1 and inference time scaling
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 611acfbf-7e31-4d01-b140-9461018b34b3 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs KernelBench: Can LLMs Write Efficient GPU Kernels?
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec98e6c0-3fd0-443a-bb59-afab1ebee364 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Pytorch: An imperative style, high-performance deep learning library
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f7347a4-303c-450c-8ad4-bfa731d612ba · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Reinforcement learning strategies for compiler optimization in high level synthesis
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3820870a-ca28-400b-b87b-8b50586e6632 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55174fdd-5f67-4440-9fba-02c0c1e73c6b · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Hybridflow: A flexible and efficient rlhf framework
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3f14fee-6301-4392-a109-3dca6b36d10f · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Triton: an intermediate language and compiler for tiled neural network computations
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7d80bcec-638b-425c-b8db-01ca360ed9d4 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Seed-Coder: Let the Code Model Curate Data for Itself
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e0d9893-5650-43c5-b94c-f944da9dc0d8 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcd9cd36-b766-4cb8-9242-7960050b9eb0 · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs write newline
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb6579ba-e3ea-4c98-98bd-f4b5c97e62da · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs @esa (Ref
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8c6f1c4-394b-46d8-98f6-2495e1fc977a · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acf8155c-2cf1-4c27-8686-551911f60aab · outbound
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs @triton.jit
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87b53095-17e4-4de2-bed9-d9440d4b3123 · inbound
Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5be8a002-a8eb-4657-ae2e-de270d1fd6d1 · inbound
KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4d18b92-a88b-4426-b5ce-43d295cd31fe · inbound
Towards Automated Kernel Generation in the Era of LLMs AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d873a39-a829-4847-aaf2-9e3fae31f37e · inbound
AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7bf45309-4f15-4474-a6d7-00eef630a52d · inbound
Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d9b19799-f5eb-48f1-986c-a9bd421296e2 · inbound
KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2c51ffd4-a5b5-4f68-8233-c52401564508 · inbound
KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eddb09c6-163b-46eb-a676-7b137e7e8e74 · inbound
AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1d33e0fe-2abc-458a-b918-a651f4fcee03 · inbound
AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 442fa163-3549-4eea-96c9-9b07a3586d61 · inbound
FastKernels: Benchmarking GPU Kernel Generation in Production AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04b2be78-0bd8-465b-9145-84ec2476453b · inbound
Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8812bb17-e4a6-4e13-80ba-742a84200514 · inbound
Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88f792f7-3e92-43c8-a143-16a5026d020a · inbound
Kernel Foundry: A Diagnosis-driven Evolutionary Kernel Optimizer with Multi-Experts AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cb04080-de0a-42a9-8416-d27f41dde862 · inbound
MusaCoder: Native GPU Kernel Generation with Full-Stack Training on Moore Threads GPU AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7494281f-c732-4809-8fb4-a399581f6574 · inbound
daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13d3ff5a-c54f-4425-bee7-caa59336f23f · inbound
daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbde4259-6700-4597-bf7c-d0b50d046932 · inbound
FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Reference 1977
Source-reported events for the cited work
Unavailable: canonical work link unavailable.