CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention | Paper Citation Record

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This paper cites 2024 , journal=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention 2024 , journal=

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This paper cites SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention XAttention: Block Sparse Attention with Antidiagonal Scoring

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Advances in Neural Information Processing Systems , volume=

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2503.17407 , year=

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This paper cites A Survey on Transformer Context Extension: Approaches and Evaluation.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention A Survey on Transformer Context Extension: Approaches and Evaluation

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Qwen3 Technical Report

Reference 9

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This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention IEEE transactions on knowledge and data engineering , volume=

Reference 12

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Unresolved cited work

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Longformer: The Long-Document Transformer

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Advances in neural information processing systems , volume=

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention L ong B ench: A Bilingual, Multitask Benchmark for Long Context Understanding

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention The Llama 3 Herd of Models

Reference 18

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 19

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2406.14909 , year=

Reference 20

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention and Ermon, Stefano and Rudra, Atri and R

Reference 22

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Unresolved cited work

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Advances in Neural Information Processing Systems , volume=

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2603.05451 , year=

Reference 25

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Advances in neural information processing systems , volume=

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention MiniCPM4: Ultra-Efficient LLMs on End Devices

Reference 28

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Efficient Streaming Language Models with Attention Sinks

Reference 29

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2509.24745 , year=

Reference 30

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2603.12201 , year=

Reference 31

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2502.18137 , year=

Reference 32

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2602.13515 , year=

Reference 33

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2603.06199 , year=

Reference 34

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Prism: Spectral-Aware Block-Sparse Attention

Reference 35

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers

Reference 37

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2601.17367 , year=

Reference 38

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 39

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Proceedings of the 29th symposium on operating systems principles , pages=

Reference 40

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Ring Attention with Blockwise Transformers for Near-Infinite Context

Reference 41

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Reference 42

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2411.10958 , year=

Reference 43

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention SageAttention2++: A More Efficient Implementation of SageAttention2

Reference 44

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Reference 46

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Reference 47

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention MiniMax Sparse Attention

Reference 48

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Reference 49

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2602.03560 , year=

Reference 50

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 51

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention YaRN: Efficient Context Window Extension of Large Language Models

Reference 52

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Kimi K2: Open Agentic Intelligence

Reference 53

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention GLM-5: from Vibe Coding to Agentic Engineering

Reference 54

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Reference 55

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook

Reference 56

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CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2602.03442 , year=

Reference 57

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Observation 605440b1-68a9-4521-8455-8ac083d751f3 · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:53.816311Z

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Unavailable: canonical work link unavailable.

Observation 5efec613-b623-495e-b49b-da72f5cfa1b5 · outbound

This paper cites Online normalizer calculation for softmax.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Online normalizer calculation for softmax

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:53.999965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973f1528-763c-4d49-bc90-a226a834dc59 · outbound

This paper cites arXiv preprint arXiv:2510.07486 , year=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2510.07486 , year=

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:54.211435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112c5b92-250a-49a9-9cd3-6567656a2aaa · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:54.325376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adac0b8f-8f53-426d-b728-56e26d944b93 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:54.484860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3173efb7-91b2-4634-8514-d4b53d543471 · outbound

This paper cites arXiv preprint arXiv:2603.06274 , year=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2603.06274 , year=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:54.701513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45f798d9-5313-4f2b-a997-698a771b918a · outbound

This paper cites TokenButler: Token Importance is Predictable.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention TokenButler: Token Importance is Predictable

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:54.858043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e48e26-ae9e-49f5-bd9a-1e29d1ebc24e · outbound

This paper cites Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:55.008440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad8611a-7984-4426-b3e8-ef3e1b5ac2bc · outbound

This paper cites SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:55.168098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f282e2-3c08-4793-80a1-46324f01f57c · outbound

This paper cites arXiv preprint arXiv:2512.14082 , year=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2512.14082 , year=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:55.347696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8b4119-15ce-4dd8-8125-c52d175ddfb2 · outbound

This paper cites arXiv preprint arXiv:2602.05853 , year=.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention arXiv preprint arXiv:2602.05853 , year=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:55.511467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers