Pith. sign in

Paper Citation Record · LEDGER

Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2510.10925.

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

pith.paper-citation-record.v1
2510.10925 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T14:06:11.853570Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T14:07:06.644402Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5d141c23-ccde-4b6a-a60a-02c20daa8be2 · inbound

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality cites this paper.

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 162

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T18:36:07.952686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-08T15:04:41.518195Z digest=sha256:773e01f02518a3cbd0335e89cf9d845b8a347c89a7a69da561820c30df6d1341

Observation 93db3e01-4ac1-43b7-8844-5c45d459afc6 · inbound

Reinforcement Learning for Scalable and Trustworthy Intelligent Systems cites this paper.

Reinforcement Learning for Scalable and Trustworthy Intelligent Systems Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 165

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:51:40.969249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T01:47:40.772146Z digest=sha256:d14288b1d292cbf119c766c8488737cb3156f1ac51001d9589428c11e72c9c38

Observation d866fd80-824d-49fe-8d58-c0f225999ff6 · inbound

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation cites this paper.

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:31:35.966185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-12T02:32:09.080336Z digest=sha256:a4528d0cee7824413f32748e475504b49b0553c80cedb156b65033ff95ce1044

Observation 1673a2f1-822f-4469-9edf-0869cb34241f · inbound

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation cites this paper.

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-07-01T13:45:45.673919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-30T22:52:01.824412Z digest=sha256:70a561ef703facfb26db3fa2687bd110c431b6f542b7f26644211c0ebb74ff57

Observation 0c0426f3-31d0-4bfa-8478-cce813002a69 · inbound

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation cites this paper.

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-07-02T23:37:27.006430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-02T23:34:26.508233Z digest=sha256:f332452d4423bacdc4e0cf89712d178e704ffb2351db3140fc47fabb32998a90

Observation 2aa75193-e8f3-402e-a144-48a0a294e29d · inbound

Latency-Quality Routing for Functionally Equivalent Tools in LLM Agents cites this paper.

Latency-Quality Routing for Functionally Equivalent Tools in LLM Agents Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 18

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T21:45:05.628879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-30T21:43:26.892335Z digest=sha256:ef0841831232d6df9d5632e7d114572ec15843983f20e3b36ec623b6038ce06a

Observation 42576c68-2732-4c93-b881-56a02bbc4c3e · inbound

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance cites this paper.

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T19:46:10.087417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-28T22:10:00.382359Z digest=sha256:02ff8bc231079cfa093380576c3a1721dff41c573cda3c5becd01f13527bb691

Observation a520d1c7-685a-44c0-86c4-35324a228587 · inbound

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance cites this paper.

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T10:44:37.274762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-30T10:34:52.474916Z digest=sha256:70849561d042e38c7970566f586ae7d0b9011d38aa35c7de7eaf95a74e206e70

Observation cf550534-fc3c-4b95-921e-a3849cc7c290 · inbound

IMAGINE: Adaptive Schema-Imagery Enhanced Composition for Composed Video Retrieval cites this paper.

IMAGINE: Adaptive Schema-Imagery Enhanced Composition for Composed Video Retrieval Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-07-02T21:17:24.752954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T19:50:42.757895Z digest=sha256:24377ba0508f2f97ae829bae1586638932ece664ebf7bd58d6dcdc2b2a294c9d

Observation bc85aeca-6794-43f7-97b0-ceeafa5a86c9 · inbound

Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite cites this paper.

Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-03T04:37:37.126646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T13:46:46.866049Z digest=sha256:40bfb69c30b65977142dba37e6d6a2dfd13fdf8c23b54bac0b1d0002f74684de

Observation 28b77790-86b1-427b-8df8-a03c78deee32 · inbound

RankVR: Low-Rank Structure Perception and Value Recalibration for Robust Composed Image Retrieval cites this paper.

RankVR: Low-Rank Structure Perception and Value Recalibration for Robust Composed Image Retrieval Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 91

Resolution
verified exact
local_arxiv, observed 2026-07-03T09:07:47.419740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T10:35:28.866038Z digest=sha256:f91da75e2527db60c03f0d96b621622a164186c9809b1c34a9931b084f329a0b

Observation c9197388-3339-4a72-ad94-803abf92d168 · inbound

MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment cites this paper.

MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 78

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:24:32.264635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-30T09:22:45.579077Z digest=sha256:3536b6ed0a149431a6d473488f44ff9bee09bf98c6b3be2856e48757e7a9e360

Observation b460c35c-37e1-4480-8e62-dbaf5c03ac6b · inbound

Hallucination Self-Play: Bootstrapping Reinforced Detector via Evolved Generator cites this paper.

Hallucination Self-Play: Bootstrapping Reinforced Detector via Evolved Generator Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-10T14:07:06.646570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-10T14:06:11.853570Z digest=sha256:4324b70ede0d57f066286d98216e8ee571ec35ed3109482f16a9ff7f9b2d5168