Paper Citation Record · LEDGER

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.07169.

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

pith.paper-citation-record.v1
2608.07169 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:41:59.176191Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy6
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2dabd044-22d6-4804-a816-5effd69cceb1 · outbound

This paper cites Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T13:42:00.559349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d98c7d88-c2df-4976-9b91-dae8a2671ace · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.896876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b357192-5efe-4d17-b942-47c8f804cada · outbound

This paper cites Agent Workflow Memory.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Agent Workflow Memory

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.902436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51b70311-5c5d-4b78-b453-096a37631305 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.907806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4179ca2b-f410-4fcd-bfd7-350dd803475b · outbound

This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.913701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394a7055-6aab-4c28-a34a-2dbd9ec9c6e4 · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Advances in Neural Information Processing Systems , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.922215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ec3c500-ef65-4b52-a69b-3edfc294d938 · outbound

This paper cites Memp: Exploring Agent Procedural Memory.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Memp: Exploring Agent Procedural Memory

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.929497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b784f2-88e5-440f-9ca9-193799a96c23 · outbound

This paper cites arXiv preprint arXiv:2603.22862 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2603.22862 , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.936586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311a9731-026c-4a2e-8120-e9312256874f · outbound

This paper cites arXiv preprint arXiv:2603.07670 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2603.07670 , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.945616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7223d56-923a-4139-b497-c1ba603eec11 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.952154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72f55c7-f78a-44be-8d09-0c7228b6be62 · outbound

This paper cites arXiv preprint arXiv:2511.07800 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2511.07800 , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.958034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24022aa0-3fb0-4a87-92c4-6e9da574bdbd · outbound

This paper cites From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.964797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4e1182-9e55-47c9-bd3a-eff22199f0d4 · outbound

This paper cites 2026 , publisher=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory 2026 , publisher=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.814763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8e4b719-1b1a-4b68-94c9-e43371393709 · outbound

This paper cites arXiv preprint arXiv:2510.10304 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2510.10304 , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.975431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84921a15-e502-4525-ad22-e97167bb3bcd · outbound

This paper cites arXiv preprint arXiv:2603.24639 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2603.24639 , year=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.979535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822f0ee8-5311-46e3-983f-29f4c918f9fc · outbound

This paper cites AgentHER: Hindsight Experience Replay for LLM Agent Trajectory Relabeling.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory AgentHER: Hindsight Experience Replay for LLM Agent Trajectory Relabeling

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T13:41:59.901490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation df2ef8fa-a7e3-4c62-afa0-c2f9796b4334 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Distilling the Knowledge in a Neural Network

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:58.989374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8756def-d80c-4006-acb6-a685857578c9 · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Advances in Neural Information Processing Systems , volume=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.794197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0c5074f-da5a-47a9-868b-18dab7185619 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.000408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6dab74f-ffea-4afa-92e3-44a8d901fd56 · outbound

This paper cites Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.011004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a20417f-42a4-4f0d-81fd-fec107483f9e · outbound

This paper cites Chi and Tatsunori Hashimoto and Oriol Vinyals and Percy Liang and Jeff Dean and William Fedus , title =.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Chi and Tatsunori Hashimoto and Oriol Vinyals and Percy Liang and Jeff Dean and William Fedus , title =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.757330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85130e74-5b2b-4ee4-ad41-227c373d86be · outbound

This paper cites Is In-Context Learning Sufficient for Instruction Following in LLMs?.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Is In-Context Learning Sufficient for Instruction Following in LLMs?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.026668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b01cd520-ec0e-42bf-93c4-56633091840a · outbound

This paper cites Proceedings of the 2024 conference on empirical methods in natural language processing , pages=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Proceedings of the 2024 conference on empirical methods in natural language processing , pages=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.738844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 27eda840-965b-4063-b842-bd17cbd65737 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.040403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e964a590-af34-4471-a875-c2d0cca5d488 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Forty-second International Conference on Machine Learning , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.046358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684d1ed4-2eba-44e2-a210-e5faa44907dd · outbound

This paper cites 2024 , eprint=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory 2024 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.052207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b33d72-a667-449f-8714-9551d197e395 · outbound

This paper cites arXiv preprint arXiv:2602.21611 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2602.21611 , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.058134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1a8e0a-b7dd-42c3-91c1-518e9cd41580 · outbound

This paper cites Advances in neural information processing systems , volume=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Advances in neural information processing systems , volume=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.064898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701d7301-6af1-4698-a43b-8fae443b2fdc · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.071536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5cdecbd-5d47-47f2-bac8-c21a12dce0af · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory International Conference on Learning Representations , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.645772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 47270bdc-ed6b-45e9-918f-bfcf5b126e8d · outbound

This paper cites arXiv preprint arXiv:2507.06229 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2507.06229 , year=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.083554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891965d6-f019-4844-9b69-25b60ca33ef2 · outbound

This paper cites GPT-4 Technical Report.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory GPT-4 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.091269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03aab55c-24dc-4703-9cd0-ffeaff08ae74 · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.098278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a9e23cc-5e9f-417b-bb80-1d4c56da2f1f · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory International Conference on Learning Representations , volume=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.105999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b24d85-5543-4a53-a7dc-2544bd46d8ed · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.112696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e982dc9-0bc1-42ba-9d71-229067460d08 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2023 , pages=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Findings of the Association for Computational Linguistics: ACL 2023 , pages=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.118557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a6d888-6a64-4d33-861b-80f17583342d · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.125059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a652a169-f8a0-48b9-ae94-dfcd5b90e0c7 · outbound

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

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory International Conference on Learning Representations , volume=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:42:00.596688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 179e2448-cb09-4528-9dce-cfe5ce49dd87 · outbound

This paper cites Structured Agent Distillation for Large Language Model.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Structured Agent Distillation for Large Language Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.135578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc24fce-b0f0-4ff6-9b85-4acc082d3d82 · outbound

This paper cites Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.141590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31989bc-dffa-42da-a2ab-444e87f86a04 · outbound

This paper cites AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.147784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655b7c89-4c1b-4a4f-a71f-597cf35e6586 · outbound

This paper cites Qwen3 Technical Report.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Qwen3 Technical Report

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.153715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b89b7cc-418d-4289-ae6a-8d24f2ae1de1 · outbound

This paper cites an unresolved cited work.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:42:00.576920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ba68e888-defb-4b7c-b4ed-2d51ca8e79e1 · outbound

This paper cites The Llama 3 Herd of Models.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory The Llama 3 Herd of Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.164531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d51d81b3-0605-4ab4-add2-7aa4685cc486 · outbound

This paper cites StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.169574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf024e5-60ae-47d1-a86b-57c2dcaafe4e · outbound

This paper cites arXiv preprint arXiv:2510.01375 , year=.

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory arXiv preprint arXiv:2510.01375 , year=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T13:41:59.176191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.