Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2410.05192.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T12:39:01.733820Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z
Reference resolution
0 of 0 outbound references displayed
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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 bc431704-a053-41e8-993a-0db5dd316058 · inbound
Why Do We Need Warm-up? A Theoretical Perspective cites this paper.
Why Do We Need Warm-up? A Theoretical Perspective Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 66
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de12a0e5-f26d-4e6c-8048-8af409992ab6 · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:43:11.863947Z
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.
Observation 29b67147-6a72-4e4d-afba-15310c7b5757 · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:31:31.276350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7041df66-e14d-48fa-9b66-5f6612aa5bd6 · inbound
Universal One-third Time Scaling in Learning Peaked Distributions cites this paper.
Universal One-third Time Scaling in Learning Peaked Distributions Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 22
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f493f42-1605-4fd8-9cc5-9a7417b627c6 · inbound
Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model cites this paper.
Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T07:00:43.295910Z
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.
Observation 31e586fc-f1f2-4ca9-8473-b03c02c05ced · inbound
OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens cites this paper.
OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 111
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:51:04.770940Z
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.
Observation 683f7852-1c1c-4119-a4ce-c4a97b12c1cb · inbound
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting cites this paper.
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 77
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T06:20:42.358768Z
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.
Observation abfa34ad-b64a-409c-aa1e-1aba36e74d86 · inbound
Layer Collapse in Diffusion Language Models cites this paper.
Layer Collapse in Diffusion Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 19
- Resolution
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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.
Observation 19d357ff-dfd8-4c89-81f8-7d56fc61ec68 · inbound
Layer Collapse in Diffusion Language Models cites this paper.
Layer Collapse in Diffusion Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 19
- Resolution
- verified exact
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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.
Observation 71ed0272-3d9e-4ec9-b888-e7a36989a4ba · inbound
Efficient Pre-Training with Token Superposition cites this paper.
Efficient Pre-Training with Token Superposition Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:11:09.614732Z
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.
Observation 3ffed03c-4ffc-4387-a304-fb430ad2e4a6 · inbound
Efficient Pre-Training with Token Superposition cites this paper.
Efficient Pre-Training with Token Superposition Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T22:59:11.971847Z
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.
Observation f7953c0e-5255-4547-aade-218bb215afe6 · inbound
Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training cites this paper.
Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:19:23.577938Z
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.
Observation 25dcf6a0-b29f-4c60-a01b-df10affea01e · inbound
Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training cites this paper.
Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T20:28:59.913976Z
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.
Observation ce29ece4-1e27-467c-8ffe-d775327cc9b6 · inbound
NITP: Next Implicit Token Prediction for LLM Pre-training cites this paper.
NITP: Next Implicit Token Prediction for LLM Pre-training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T12:24:39.258946Z
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.
Observation 4fb95c48-2318-4f41-8e05-e6852da4db63 · inbound
NITP: Next Implicit Token Prediction for LLM Pre-training cites this paper.
NITP: Next Implicit Token Prediction for LLM Pre-training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T00:39:16.247898Z
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.
Observation a1f1d358-8aa6-49fa-8bdb-b54f577e9629 · inbound
NITP: Next Implicit Token Prediction for LLM Pre-training cites this paper.
NITP: Next Implicit Token Prediction for LLM Pre-training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 32
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38230947-1aa5-4bcb-a1c4-40a33a800e66 · inbound
Physical Object Understanding with a Physically Controllable World Model cites this paper.
Physical Object Understanding with a Physically Controllable World Model Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T19:32:34.737365Z
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.
Observation 9586509c-23fd-49fb-9486-ee5fb846db46 · inbound
A Geometric Characterization of the Stationary Plateau for Two-Layer Neural Networks cites this paper.
A Geometric Characterization of the Stationary Plateau for Two-Layer Neural Networks Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T06:16:44.014554Z
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.
Observation df13f7f3-3663-48d7-86d1-232aeb0b4fae · inbound
Predictable Scaling Laws of Optimal Hyperparameters for LLM Continued Pre-training cites this paper.
Predictable Scaling Laws of Optimal Hyperparameters for LLM Continued Pre-training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 21
- Resolution
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- arxiv_id, observed 2026-07-02T12:46:56.662592Z
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.
Observation c22b9625-6e5c-4e86-a5a5-87199693c6e7 · inbound
On the Residual Scaling of Looped Transformers: Stability and Transferability cites this paper.
On the Residual Scaling of Looped Transformers: Stability and Transferability Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T21:08:58.376035Z
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.
Observation ff2bec40-5660-49f5-ad32-c9ab4dd77f72 · inbound
On the Residual Scaling of Looped Transformers: Stability and Transferability cites this paper.
On the Residual Scaling of Looped Transformers: Stability and Transferability Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 29
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-27T01:00:20.147453Z
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.
Observation 1b7e697e-7f19-4b9d-a4ff-87dafb0c8516 · inbound
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective cites this paper.
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T06:29:38.143264Z
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.
Observation b4d9028b-c0ea-4c28-b0ce-6b4a96fa1e93 · inbound
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models cites this paper.
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T16:49:58.434221Z
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.
Observation 0d99bf80-4423-4c4e-915d-bf09ba765d4f · inbound
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models cites this paper.
Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:25:41.300839Z
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.
Observation 17f0a578-cff1-475f-b1ad-cad8eb94c624 · inbound
WSqD: A Horizon-Free Learning Rate Schedule for Large Model Training cites this paper.
WSqD: A Horizon-Free Learning Rate Schedule for Large Model Training Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 18
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f10ebdaa-b7d1-455d-80fb-0380eedbae66 · inbound
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model cites this paper.
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 101
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 651abc06-ade7-4366-9fc1-a69dde5ebb0e · inbound
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model cites this paper.
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 153
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eb4aa11-6139-429c-b41c-b22a835280b6 · inbound
Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay cites this paper.
Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
Reference 49
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.