Paper Citation Record · LEDGER

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.03048.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03048 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T01:02:44.460978Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy17
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 998ce6bb-42ab-49e0-a70c-61a8746ffe04 · outbound

This paper cites MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.331162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2da218-7221-4152-be49-a72625d1669f · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.173469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6383deb-7f01-474d-838c-1a5c539e0a86 · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.163612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b4e71d6-4cce-4db1-ad5e-09d9755bd83a · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.154137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43f4c6d1-4443-4b9f-bf78-58ad3fe6d7dd · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.343898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31784c0-63b8-492d-b1b7-19d03e046987 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.139318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b231d61-070d-4cdf-b7a4-efd3ec1a4566 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Understanding R1-Zero-Like Training: A Critical Perspective

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.349318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e08a2a20-0d38-4b27-a80d-1d4348af1f9e · outbound

This paper cites 2024 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2024 , eprint =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.352737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31669394-3017-48ce-8db6-a9ff6aa6fd3a · outbound

This paper cites and Stoica, Ion and Gonzalez, Joseph E.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory and Stoica, Ion and Gonzalez, Joseph E

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.356166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d9ec71-3d08-4360-81bd-cea46f8a6c61 · outbound

This paper cites an unresolved cited work.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:02:45.120120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22d98dba-3678-4220-a1a4-3d9e2dca958b · outbound

This paper cites MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.362739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7a7311-7edf-4e26-8163-d86cc5b2480f · outbound

This paper cites an unresolved cited work.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:02:45.112645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d7e797ad-fb64-4024-bcb1-3c1485cb8f77 · outbound

This paper cites arXiv preprint arXiv:2510.11967 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2510.11967 , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.369352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ccd336-f0f9-4a7d-a1be-6675313f2ba8 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.104162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2613b9bb-20d1-4c5b-a876-f4ea14cc6522 · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.094926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73a5e2b7-1018-409a-a9c5-103dbcf84d46 · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.084168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b995877e-15b9-499f-a097-b3747765aa91 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.075024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4497646c-a390-4283-a87e-86e22135409c · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.066597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86851ac0-ea38-470b-8eda-9e456d6a063c · outbound

This paper cites arXiv preprint arXiv:2510.19363 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2510.19363 , year =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.386639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca3d54d-896e-41c6-8e67-0dcde1886a04 · outbound

This paper cites arXiv preprint arXiv:2603.02146 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2603.02146 , year =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.389320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f64f914-ee8b-477f-96bf-2dda7da555d2 · outbound

This paper cites arXiv preprint arXiv:2512.12967 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2512.12967 , year =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.392249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417e4421-82cb-48fa-b743-f0840c6beb88 · outbound

This paper cites arXiv preprint arXiv:2509.23040 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2509.23040 , year =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.395038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d91fcce-c692-4a50-a862-58b22dae6094 · outbound

This paper cites 2026 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2026 , eprint =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.058173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d99d02db-7706-4b00-b464-66d677324296 · outbound

This paper cites arXiv preprint arXiv:2602.02704 , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory arXiv preprint arXiv:2602.02704 , year =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.400788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844ca33f-9d22-49fa-a1c7-a85f1e9467cd · outbound

This paper cites an unresolved cited work.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T01:02:45.049428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0cbebeb8-3228-4bf4-ad69-793ce8f454de · outbound

This paper cites Extending Context Window of Large Language Models via Positional Interpolation.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Extending Context Window of Large Language Models via Positional Interpolation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.406991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc6ad8de-4907-4c78-a81d-1019d415d69e · outbound

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.410203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 446a09fe-bb72-44b2-b1ca-171a8cc48477 · outbound

This paper cites MoBA: Mixture of Block Attention for Long-Context LLMs.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory MoBA: Mixture of Block Attention for Long-Context LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.413281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e88b2cc-ac84-4548-b776-f685a30624e9 · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.416763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c82182c-f9d2-4cb1-a048-8afb1768484e · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.419845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59327842-add7-41fc-8f28-1678564ab6df · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , year =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.422465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5537ee2e-54ab-426e-9745-c2b31f0406fa · outbound

This paper cites Hello Again! LLM-powered Personalized Agent for Long-term Dialogue.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Hello Again! LLM-powered Personalized Agent for Long-term Dialogue

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.424929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da1613a-2154-45b8-8c83-c2ee75f0984f · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Advances in Neural Information Processing Systems , year =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.035084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b15e4933-5740-42b8-aa4f-ef8d7a1c48bc · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks , url =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks , url =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.429964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78bb39e-40f7-427b-add3-e69f173ce256 · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.432958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b8272b-e3b0-4380-936f-fede8aae4611 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.020632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f9c6dc2-e6a9-4e2c-8620-bd15fc85ddc3 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.439159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf6e60b6-e87f-442f-8dd5-c35a67a54ec6 · outbound

This paper cites 2024 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2024 , eprint =

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:45.006699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b36f27e-500e-4286-b564-9f622142d6d6 · outbound

This paper cites International Conference on Learning Representations , year =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory International Conference on Learning Representations , year =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.445531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4560fcac-8a09-4564-8bcd-d3561444b581 · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:44.993106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c39a4a6-dd1d-499b-aa4c-9bcb9ebe3a4e · outbound

This paper cites 2025 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2025 , eprint =

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:44.983961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e1c8a27-807d-4047-a88e-917e4dd2a392 · outbound

This paper cites 2024 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2024 , eprint =

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:44.974612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e8faa6f-0337-4311-914d-598d291d5dcf · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T01:02:44.457752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79276f31-0f22-4b95-91dd-196c5a9f665a · outbound

This paper cites 2018 , eprint =.

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory 2018 , eprint =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T01:02:44.964516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.