Pith. sign in

Paper Citation Record · LEDGER

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling

As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2602.13933.

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

pith.paper-citation-record.v1
2602.13933 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:58:30.784843Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T02:19:57.341402Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-11T13:06:05.219730Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact39
  • verified fuzzy15
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2e607b2-67f8-4296-b7f8-5c15dd859d25 · outbound

This paper cites When large language models meet personalization: Perspectives of challenges and opportunities.World Wide Web, 27(4):42.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling When large language models meet personalization: Perspectives of challenges and opportunities.World Wide Web, 27(4):42

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.835715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:5dbc708fd2fa17150a5b105f5d3daf132b9e49364ccecf93c8a532322282fd45

Observation 1f091523-937c-4ab8-95e2-7ec08b71a293 · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:57:27.189710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:f3b1a0637d0b8a10c9029e05f2a94946170117100c04937191ea343598417a3d

Observation 24938078-e563-4a67-a941-3902bfd9a897 · outbound

This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T22:00:21.346433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:b06c95f648054f0c2f076c5cc28c50f5b2ab193eb7f9bc79d7b05ab60875fbbe

Observation ee905806-f857-448f-9a5d-9dd60aee79f2 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.347980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:536a1f58358549daac2af780e30df782f7b2f4395c6324fc87efaad8cc3c192b

Observation 3a063d7d-888c-4fa1-a0da-6cdfe5c7d50b · outbound

This paper cites AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.163675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:0a1b52626d4f3cf04d7a4dcff92e38cdb0579dcd8c5c5a9bbdb07393e56f4a4f

Observation a2770d43-d567-4a9d-a0c0-e63adab149f2 · outbound

This paper cites Memgpt: Towards llms as operating systems.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memgpt: Towards llms as operating systems

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.831993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:58037c21f2a420975b9fdf9b7bf166518b24f4258da57cbe3ff9ddbd9a690532

Observation 010aad56-605e-4156-aadf-9234d9458d37 · outbound

This paper cites smolagents’: A smol library to build great agentic systems, 2025.URL https://github.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling smolagents’: A smol library to build great agentic systems, 2025.URL https://github

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.825411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:daf8e64a50e798148a062dc03d2a4f41cdd1ec4e9a74eff6f3dfd4b950e5e04c

Observation cc6082bb-521e-4c9c-947c-26dc5cbe274e · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memorybank: Enhancing large language models with long-term memory

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.824546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:5ec4de965a3fc8c048d4f7b2274541c220b6e04112c4626a024d673f037952f7

Observation a24a8109-f819-43c5-a73d-a7e10d5a8a6c · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.250582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:cae62ce9e5263a40c00513a4dc0aab42b33a911c2f18dd6cc88b9a8d150212cc

Observation 3e973513-7a0f-428e-94aa-24577e3008d4 · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.813074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e743348e29712dc6eb3ac2b2f3dd0f8253c2a0e2c908492905318e3239b9777b

Observation b702b0f8-af2f-44da-a860-cc84836bedf5 · outbound

This paper cites From Commands to Prompts: LLM-based Semantic File System for AIOS.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From Commands to Prompts: LLM-based Semantic File System for AIOS

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.268794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e238b486b6635ce87305340e58b3ec045ce7c6fd146499252f11986292287fd6

Observation 3d442c0e-a67a-4017-97e7-08bdc3d98b7b · outbound

This paper cites Cam: A constructivist view of agentic memory for llm-based reading comprehension.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Cam: A constructivist view of agentic memory for llm-based reading comprehension

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.309628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:6792192350548a297093e64080d2e2fd08e7e7a3a1683ab5af1fc7f7fde4f16a

Observation 7cf06b9a-3ccb-4d21-9780-a16510963ec9 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling A-MEM: Agentic Memory for LLM Agents

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.256148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:a0821cf6d168dd95c6ebf5c74eda06a251fe8d98071061b9877a6b1f18182411

Observation 3446c86d-7861-478b-bb18-5e5a7bb1ac12 · outbound

This paper cites Retrieval-Augmented Generation with Graphs (GraphRAG).

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Retrieval-Augmented Generation with Graphs (GraphRAG)

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:33:40.134243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e7c8fa680309e3fad0f90de6d286d7007c77241912036e97c07a259819484633

Observation d5596ec5-1791-4f03-ae7b-153b6807bbb3 · outbound

This paper cites MIRIX: Multi-Agent Memory System for LLM-Based Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MIRIX: Multi-Agent Memory System for LLM-Based Agents

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.323334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:7f17ac4df2d1833045ecd3e78612091ccb2da7186f8c997750937f51cfc51141

Observation d88a84e1-310b-4697-bbc8-96a2cc1cac7c · outbound

This paper cites Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-16T17:19:44.839865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:c165535fea01f2958e79efa6c1c74170725f2b4d50a185587121f8e6722217a5

Observation ab946875-ca95-4b64-95ea-dbdde16389ab · outbound

This paper cites Memory in the Age of AI Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memory in the Age of AI Agents

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.273816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:53c1a74c628193fea3dac79560d47328761555547a76d7fd1fd293961ec66afe

Observation a9616fc0-8a52-462e-85c3-256f185106f3 · outbound

This paper cites LightMem: Lightweight and Efficient Memory-Augmented Generation.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LightMem: Lightweight and Efficient Memory-Augmented Generation

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-21T15:58:32.687292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:c921ea755e9752c77b790efd89abbf6559a8768cb53720d78335bfdc370fca92

Observation ffbf7176-4647-4850-a649-81291c07f1ed · outbound

This paper cites LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.370606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:6556a89acc2fb95d5378aad9124b2e49c16d8427ff10c55ba87ec2ee433223c8

Observation d6cd9059-de76-4632-9d39-d4eac8b2e8bd · outbound

This paper cites Beyond static summarization: Proactive memory extraction for llm agents.arXiv preprint arXiv:2601.04463, 2026a.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Beyond static summarization: Proactive memory extraction for llm agents.arXiv preprint arXiv:2601.04463, 2026a

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.199115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:bda3db5684afa403f1d801ff5d91d3ff6a2497b508932692b5d4a865dc329e20

Observation 5dfee0be-7377-4bd5-81e2-e7f4dc481432 · outbound

This paper cites In prospect and retrospect: Reflective memory management for long-term per- sonalized dialogue agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling In prospect and retrospect: Reflective memory management for long-term per- sonalized dialogue agents

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.828602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:ffc18df1630c2ffe874f44d22fbefc567149b89a3e669bdccd0aff5c46cb0f99

Observation ae750279-76b5-4ea3-8045-f2dcff7433ec · outbound

This paper cites Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-21T18:17:00.308428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:c1c2fd1828af1fe5499949ed4da00101384eb1938ab8375fb84d9fc4abf14e78

Observation aa3d9939-782f-44a8-b973-6558b86c6671 · outbound

This paper cites Recurrent memory transformer.Advances in Neural Information Processing Systems, 35:11079–11091.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Recurrent memory transformer.Advances in Neural Information Processing Systems, 35:11079–11091

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.808973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:b5701d1c8a84d6170848e3542f87fe9e3b9de8c9e388a63656ed04e722525a1a

Observation 1a1c9305-fe96-48f5-b508-c2012afac8d6 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.819596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:dc7f7dc0294ed33eb319b28dff9346e68931cc1494d1dcae6525658863ef0dfb

Observation 25a5a130-a432-452d-bd41-c1bd71770425 · outbound

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

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Extending Context Window of Large Language Models via Positional Interpolation

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.243278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:461880c03ae53224cb0b3a41985e424b5f7f62f6c3196c5d725ad65cecaa618b

Observation d9f44861-aeec-4f51-9daf-ad8c48b58b5d · outbound

This paper cites Training-Free Long-Context Scaling of Large Language Models.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Training-Free Long-Context Scaling of Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.340687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e6f264de9a9316b35712c7816d1f8901ef5120a752c6e43af9f990f582cfc1df

Observation 8ee7991a-1f19-4298-9a35-ac2fa9cbd72e · outbound

This paper cites Scaling Laws of RoPE-based Extrapolation.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Scaling Laws of RoPE-based Extrapolation

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.190513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:c18a373b05f48c6d99d2713a14368f891f60c0c1746f80471438c9bd240a1dce

Observation c0ba30d5-41df-405c-85c1-1690bece7ec3 · outbound

This paper cites Effective long-context scaling of foundation models.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Effective long-context scaling of foundation models

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.797041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:74e8f4ea397051d25761a9527aa63c9a51a383a5fde499b892ef9165adbcdeaf

Observation 470050c9-3cc3-4abb-82bb-3c69bb5faa98 · outbound

This paper cites Mlp memory: A retriever-pretrained memory for large language models.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mlp memory: A retriever-pretrained memory for large language models

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.305747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:38d350cab11fa8e78e00e8d5f1602b884f4a1368b1b7b443b81623240ec1d484

Observation 97a92a04-3abe-4bf7-84c5-00389caab361 · outbound

This paper cites Tokmem: One-token procedural memory for large language models.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Tokmem: One-token procedural memory for large language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.844292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:14a6874057dbc4a700bdd3a16e1ad9472a07f8999b2e11d058b13074c7efd73b

Observation c0d63a8d-da1c-4cf8-8e1c-cbe062d5a1bd · outbound

This paper cites Appagent: Multimodal agents as smartphone users.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Appagent: Multimodal agents as smartphone users

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T22:00:21.299238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:eaca234f72c58e166784d544f82160de584382ff5c7af4c5e4940d9aefebe7cc

Observation 457e026a-b6b9-4fc1-af4e-a0ea7cd08cb5 · outbound

This paper cites Rethinking memory mechanisms of foundation agents in the second half.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Rethinking memory mechanisms of foundation agents in the second half

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.364292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e1e3cd8fbcef527080166874bed9cbba90a338e2d0edec6a3979ef4922cfdc99

Observation 40fb0e38-0bf2-44ad-b37b-00b17f84ae99 · outbound

This paper cites Flashrag: A modular toolkit for efficient retrieval-augmented generation research.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Flashrag: A modular toolkit for efficient retrieval-augmented generation research

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.840000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:0b3e6dd09bdbf657730edd5363cb44ee4c3a90e8d66ef7be06d97aa77e74de11

Observation f139c760-df11-44b1-8871-f49f6d4df90d · outbound

This paper cites ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.266812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:2621510e0f0d342cbcf79f43b6416e44ce619e61f908eabb6c8b266c4ba1c3f0

Observation b9ef8615-64a7-4e92-9120-7da2d8e19aa5 · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.223442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:9a4c7b9384a8a81f2236c0c840354d335f75915a0f4bbe092caf7cc0576a8505

Observation ac9ec0d8-0530-48c7-b0ae-bdfad38e780b · outbound

This paper cites PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.272361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:5b66b97895e0adcc064dcdcf7d4c283a1918308955648e697abb30ac1808c18a

Observation 4582da81-2e41-4c9b-8f96-9636236ce50b · outbound

This paper cites Self-rag: Learning to retrieve, generate, and critique through self-reflection.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Self-rag: Learning to retrieve, generate, and critique through self-reflection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.831599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:b9fea17c12a86b4063f9669fd50db878274f7257b10cdb0cbedc57e112fe6411

Observation acabd136-933e-4c1d-b742-5aa306a23e09 · outbound

This paper cites MemOS: A Memory OS for AI System.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MemOS: A Memory OS for AI System

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.297074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:7435fd21184c67326091e46c0b9cef69fd2ee18617c45315a2a56eaa90991877

Observation 8abfc0ce-d51e-42dd-8739-a83196fe4209 · outbound

This paper cites Hipporag: Neurobiologi- cally inspired long-term memory for large language models.Advances in Neural Information Processing Systems, 37:59532–59569.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Hipporag: Neurobiologi- cally inspired long-term memory for large language models.Advances in Neural Information Processing Systems, 37:59532–59569

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.828010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:df0119733eda9b0d7df5eb97fcd58328690d750ba7d0d8f308e8332ba08f461c

Observation 575f1858-4847-4197-8327-2dfaf3466ce6 · outbound

This paper cites From experience to strategy: Empowering llm agents with trainable graph memory.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From experience to strategy: Empowering llm agents with trainable graph memory

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.293060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:ecba7d423b0b410774e879cda11e68bf390283cbe37e43f65b93019e7276d3ea

Observation d4f64035-cb30-4cb1-90e7-826e030440a3 · outbound

This paper cites AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.211870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:05115a023972513a5a8fb567c873f8624ca7ce57ba35a94f411c2addec3dbd4a

Observation c17a091d-c1a5-47ff-aaaf-2a6164205421 · outbound

This paper cites Sgmem: Sentence graph memory for long-term conversational agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Sgmem: Sentence graph memory for long-term conversational agents

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.320598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e91316712bd6c4132d5f44576267c2edbda28048dd0f7efc1b908cc1d58be069

Observation 742eb5c4-05a1-44e8-a083-948c97a8e4aa · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.364791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:93abf674f9fc5b0cbf46d0e16464deae1c5ddae3d0a9e09b3b377c1eb6c91ffe

Observation 1d3ec1c8-0e6f-4be3-82cc-27187c97937c · outbound

This paper cites SimpleMem: Efficient Lifelong Memory for LLM Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-22T08:10:45.412758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:63e0c58bd1ffa9f97608e177fb23c5dc2ca2ad3ee5f48efad58c34cfb54a57fb

Observation eee52497-eee5-443a-94d6-be24decdf208 · outbound

This paper cites MEMORYLLM: Towards Self-Updatable Large Language Models.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MEMORYLLM: Towards Self-Updatable Large Language Models

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.358487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:3fcdeeed2d1819e338bb135be6e30a7a81c9ccf6004488be5f5f36d2347741cc

Observation d1bb9717-1671-4bd0-80b9-0a35d8a4664f · outbound

This paper cites General agentic memory via deep research.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling General agentic memory via deep research

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.329879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:ff998cd6be08aaf0c809fafabb7f94e296b0ddd28c9a05d8147eb23a80d3e2ab

Observation 91210a46-ccce-4273-b75c-1bc9570b40bc · outbound

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

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.359471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:29ded51d465ec558a006dfddc889fabdd23fc96072433730a876cab2ea050c8a

Observation 4fb2a79c-32f5-4d3b-a6f3-77b9db5c99f3 · outbound

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

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.354211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:77fb26487e2e5363f1ba6ef01ba55d55b72e89473b663015e0ef22b8cfcd4329

Observation 191cca28-3ebe-49ea-a338-3d0e5d47334c · outbound

This paper cites Agentfold: Long-horizon web agents with proactive context management.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Agentfold: Long-horizon web agents with proactive context management

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.154599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:3d5bcc51c0b088c6641c43b09f4dcdc372972a87efb786fa41555f4f9ed8627c

Observation e1ecbfd9-f567-4b26-8ebd-d5ee8ee88751 · outbound

This paper cites Lost in the middle: How language models use long contexts.Transactions of the Association for Computational Linguistics, 12:157–173.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Lost in the middle: How language models use long contexts.Transactions of the Association for Computational Linguistics, 12:157–173

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.852020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:b268c87178179f1a015f0073ead1ee0787ecb9b0755a2a51890db0bb5b9aa248

Observation e481902b-e4b5-472e-9e17-422351f3c406 · outbound

This paper cites Secom: On memory construction and retrieval for personalized conversational agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Secom: On memory construction and retrieval for personalized conversational agents

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T22:00:21.848600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:e9631deabd02a8aedad255de93abd0dd4c9ca1a49cd5fe290c8aa1262f9eaf06

Observation 29ef3898-30af-499c-8d1c-0a6346c94853 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.166764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:683ca9017b0f4d06976160b323774d3d7571765447ab5b3ce084ab159bafa2e9

Observation ddf75e89-b697-4466-afd7-f94d8632189c · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.317293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:c4af03b9980785c6287e35165b43857da2f67242945f87fc5542304edaa6315f

Observation 470e1cfb-f198-4504-82e9-ac49cab30a03 · outbound

This paper cites Taylor, and Dan Roth.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Taylor, and Dan Roth

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T22:00:21.335848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:87c966af8cbfb158b7c172aa10e2bfce946f7fede0e1393fe80131366dda801c

Observation 46707bd1-0952-4040-93b1-af4c0c0367f2 · outbound

This paper cites Remem: Reasoning with episodic memory in language agent.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Remem: Reasoning with episodic memory in language agent

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.313898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:702af32e15f5f6d2ed7aa2c917278a3883e455b072c9dce286c9b59ffc091fe4

Observation 6da8861a-aac7-426a-9764-67a9e892b486 · outbound

This paper cites Evoking user memory: Personalizing llm via recollection-familiarity adaptive retrieval.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Evoking user memory: Personalizing llm via recollection-familiarity adaptive retrieval

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:00:21.327203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:f718955c3f08b7637b234e0a3eb787466783a8fc6ebddc930778178babd1090e

Observation f5f9ad30-0e5c-474b-b27f-a955fe54b636 · outbound

This paper cites What Deserves Memory: Adaptive Memory Distillation for LLM Agents.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling What Deserves Memory: Adaptive Memory Distillation for LLM Agents

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-05-15T22:00:21.291970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T21:58:30.784843Z digest=sha256:f24c6d65b124e620693572beaa6ce2164862feb3db9c93773edff1ebf9f5ff66

Pith citing papers

Observation a21b28ff-1028-496c-be42-465817a04d59 · inbound

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents cites this paper.

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-11T13:06:05.229376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T02:19:57.341402Z digest=sha256:73aacf7e67548a5b23060162cf8e12aee5a0dcf0d6707b771e3d9e9f335ae6a2

Observation 3bd15cf8-9116-4e00-9ba3-dbe4919a2584 · inbound

Stateless Decision Memory for Enterprise AI Agents cites this paper.

Stateless Decision Memory for Enterprise AI Agents HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-10T00:49:48.574826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T00:47:10.913779Z digest=sha256:257819333a6778cd53965324df272f2393da80f771ab1e60c5ec16d728bfccb9